VE Table AFR Analysis Diagnostics Export
Generated: 2/23/2026, 1:15:47 AM
==========================================

TABLE BREAKPOINTS (Default):
RPM: 800, 1200, 1600, 2000, 2400, 2800, 3200, 3600, 4000, 4400, 4800, 5200, 5400, 5800, 6200, 6600
MAP: 100, 98, 95, 90, 85, 80, 75, 70, 65, 60, 55, 50, 45, 40, 35, 30.1

ANALYSIS SETTINGS:
Min samples required: 5
Fuel cut detection thresholds:
  - Duty Cycle < 1.5%
  - Pulse Width < 1.2ms
  - TPS < 2% AND MAP < 40 kPa
  - AFR > 17.8
  - Accel enrichment filter: ON (PW > 0ms)
  - Warmup enrichment filter: ON (> 105%)
  - RPMdot transient filter: ON (|RPMdot| > 500 rpm/sec)
  - MAPdot transient filter: ON (|MAPdot| > 50 kPa/sec)
  - Coolant temp (CLT) < 160°F
EGO open-loop filter: v10 Smart CL Detection (run-length ≤5 frames = CL, >5 = OL)
Post-AE cooldown: ON (500ms window after accel enrichment ends)
Fuel: Total cor average: 97.8% (from cells with ≥5 hits)

v8 ADVANCED ANALYSIS:
Wideband Offset: +0.056 AFR (lean vs ECU target)
Total Cor Components: Air=98.7% Baro=99.5% Warmup=100.0% EGO=100.5%
Neighbor Anomalies: 17 cells flagged
Multi-Log: 1 file(s), 23097 total frames
EGO/AFR Agreement: 41% avg across 83 cells
Flip-flop prevention: ENABLED
v10 Smart CL Detection: ON (max run 5 frames)
  EGO=100 frames: 4205 total → 1624 kept (CL stepping), 1810 excluded (OL hold), 567 fuel cut, 204 WOT
  Run distribution: 916 short (≤5f), 128 long (>5f)
v10 Post-AE Cooldown: ON (500ms window, 996 frames filtered)

CORRECTION PERCENTAGES:
EGO-Based (primary when EGO available):
  EGO Dev >= 8.0%: 85% correction
  EGO Dev >= 6.0%: 65% correction
  EGO Dev 4.0-6.0%: 55% correction
  EGO Dev 3.0-4.0%: 45% correction
  EGO Dev 1.5-3.0%: 25% correction
  EGO Dev < 1.5%: No correction
AFR Fallback (WOT/open-loop):
  AFR Error >= 1.5: 85% correction
  AFR Error >= 1: 65% correction
  AFR Error 0.7-1: 55% correction
  AFR Error 0.5-0.7: 45% correction
  AFR Error 0.3-0.5: 25% correction
  AFR Error < 0.3: No correction
Sample-based scaling: <5=BLOCKED, 5-9=x0.33, 10-19=x0.50, 20-49=x0.75, 50+=full
Good AFR threshold: ±0.3
v7: Confidence scaling uses EGO sample count when EGO-driven
v8: Continuous scatter scaling: 1/(1+(StdDev-0.5)/1.5), applies above StdDev 0.5, warning at StdDev > 1.2
v7: AFR/EGO conflict: blocks correction when |AFR| > 0.5 AND |EGO| > 1.5% in opposite directions

DETAILED CELL DATA:
==================

Cell: 800 RPM x 100 kPa (Row 0, Col 0)
Current VE: 128
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 128
Full correction VE: 128

Cell: 1200 RPM x 100 kPa (Row 0, Col 1)
Current VE: 135
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 135
Full correction VE: 135

Cell: 2800 RPM x 100 kPa (Row 0, Col 5)
Current VE: 120
AFR Target: 12.60
AFR Actual (avg): 12.12
AFR Min/Max: 11.30 / 13.00
AFR Std Dev: 0.48
AFR Error: -0.48
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (4 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 58%
Avg MAT: 66°F
Status: RICH
Samples: 4 valid, 7 fuel cut
Confidence Level: Very Low (38 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 120
Full correction VE: 115

Cell: 3200 RPM x 100 kPa (Row 0, Col 6)
Current VE: 130
Original VE: 131 (before correction was applied)
AFR Target: 12.60
AFR Actual (avg): 12.06
AFR Min/Max: 11.30 / 13.00
AFR Std Dev: 0.49
AFR Error: -0.54
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (5 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 61%
Avg MAT: 65°F
Status: RICH
Samples: 5 valid, 3.8 fuel cut
Confidence Level: Low (38 hits) (5 samples)
Correction %: 14.9% (AFR fallback)
Suggested VE: 130
Status: APPLIED (was 131 → now 130)
Full correction VE: 125

Cell: 3600 RPM x 100 kPa (Row 0, Col 7)
Current VE: 139
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.7 fuel cut
Confidence Level: No Data (8 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 139
Full correction VE: 139

Cell: 4000 RPM x 100 kPa (Row 0, Col 8)
Current VE: 134
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1.5 fuel cut
Confidence Level: No Data (8 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 134
Full correction VE: 134

Cell: 800 RPM x 98 kPa (Row 1, Col 0)
Current VE: 139
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.8 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 139
Full correction VE: 139

Cell: 1200 RPM x 98 kPa (Row 1, Col 1)
Current VE: 136
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 136
Full correction VE: 136

Cell: 2400 RPM x 98 kPa (Row 1, Col 4)
Current VE: 118
AFR Target: 12.62
AFR Actual (avg): 12.51
AFR Min/Max: 12.20 / 13.00
AFR Std Dev: 0.32
AFR Error: -0.11
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 73°F
Status: no-data
Samples: 0 valid, 0.3 fuel cut
Confidence Level: Very Low (6 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 118
Full correction VE: 117

Cell: 2800 RPM x 98 kPa (Row 1, Col 5)
Current VE: 109
AFR Target: 12.60
AFR Actual (avg): 12.50
AFR Min/Max: 11.30 / 13.10
AFR Std Dev: 0.54
AFR Error: -0.10
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (13 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 50%
Avg MAT: 71°F
Status: GOOD
Samples: 13 valid, 6.6 fuel cut
Confidence Level: Low (52 hits) (13 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 109
Full correction VE: 108

Cell: 3200 RPM x 98 kPa (Row 1, Col 6)
Current VE: 112
Original VE: 113 (before correction was applied)
AFR Target: 12.60
AFR Actual (avg): 12.07
AFR Min/Max: 11.30 / 13.10
AFR Std Dev: 0.59
AFR Error: -0.53
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (4 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 53%
Avg MAT: 66°F
Status: RICH
Samples: 5 valid, 2.7 fuel cut
Confidence Level: Low (45 hits) (5 samples)
Correction %: 14.0% (AFR fallback)
Suggested VE: 112
Status: APPLIED (was 113 → now 112)
Full correction VE: 108

Cell: 3600 RPM x 98 kPa (Row 1, Col 7)
Current VE: 128
AFR Target: 12.60
AFR Actual (avg): 12.68
AFR Min/Max: 12.30 / 13.00
AFR Std Dev: 0.29
AFR Error: 0.08
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 69°F
Status: no-data
Samples: 0 valid, 2.1 fuel cut
Confidence Level: Very Low (14 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 128
Full correction VE: 129

Cell: 4000 RPM x 98 kPa (Row 1, Col 8)
Current VE: 141
AFR Target: 12.60
AFR Actual (avg): 12.54
AFR Min/Max: 12.30 / 13.00
AFR Std Dev: 0.31
AFR Error: -0.06
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (3 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 45%
Avg MAT: 69°F
Status: GOOD
Samples: 3 valid, 7.6 fuel cut
Confidence Level: Very Low (20 hits) (3 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 141
Full correction VE: 140

Cell: 4400 RPM x 98 kPa (Row 1, Col 9)
Current VE: 138
AFR Target: 12.60
AFR Actual (avg): 12.30
AFR Min/Max: 12.30 / 12.30
AFR Std Dev: 0.00
AFR Error: -0.30
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 69°F
Status: no-data
Samples: 0 valid, 3.5 fuel cut
Confidence Level: Very Low (9 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 138
Full correction VE: 135

Cell: 4800 RPM x 98 kPa (Row 1, Col 10)
Current VE: 138
AFR Target: 12.60
AFR Actual (avg): 13.00
AFR Min/Max: 12.90 / 13.10
AFR Std Dev: 0.08
AFR Error: 0.40
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (0 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 68°F
Status: no-data
Samples: 0 valid, 10.7 fuel cut
Confidence Level: Very Low (32 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 138
Full correction VE: 142

Cell: 5200 RPM x 98 kPa (Row 1, Col 11)
Current VE: 139
AFR Target: 12.60
AFR Actual (avg): 13.02
AFR Min/Max: 12.90 / 13.10
AFR Std Dev: 0.09
AFR Error: 0.42
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (4 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 33%
Avg MAT: 68°F
Status: LEAN
Samples: 4 valid, 13.6 fuel cut
Confidence Level: Very Low (51 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 139
Full correction VE: 144

Cell: 5400 RPM x 98 kPa (Row 1, Col 12)
Current VE: 135
Original VE: 134 (before correction was applied)
AFR Target: 12.65
AFR Actual (avg): 12.97
AFR Min/Max: 12.70 / 13.20
AFR Std Dev: 0.13
AFR Error: 0.32
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (7 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 47%
Avg MAT: 69°F
Status: LEAN
Samples: 7 valid, 9.6 fuel cut
Confidence Level: Low (59 hits) (7 samples)
Correction %: 8.3% (AFR fallback)
Suggested VE: 135
Status: APPLIED (was 134 → now 135)
Full correction VE: 137

Cell: 5800 RPM x 98 kPa (Row 1, Col 13)
Current VE: 129
AFR Target: 12.69
AFR Actual (avg): 12.88
AFR Min/Max: 12.20 / 14.30
AFR Std Dev: 0.38
AFR Error: 0.19
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (7 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 49%
Avg MAT: 73°F
Status: GOOD
Samples: 7 valid, 8.7 fuel cut
Confidence Level: Low (79 hits) (7 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 129
Full correction VE: 131

Cell: 6200 RPM x 98 kPa (Row 1, Col 14)
Current VE: 126
AFR Target: 12.70
AFR Actual (avg): 12.91
AFR Min/Max: 12.20 / 14.30
AFR Std Dev: 0.46
AFR Error: 0.21 (trimmed: 0.15)
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (7 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 43%
Avg MAT: 72°F
Status: GOOD
Samples: 7 valid, 7.8 fuel cut
Confidence Level: Low (70 hits) (7 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 126
Full correction VE: 128

Cell: 6600 RPM x 98 kPa (Row 1, Col 15)
Current VE: 116
Original VE: 117 (before correction was applied)
AFR Target: 12.70
AFR Actual (avg): 11.82
AFR Min/Max: 10.30 / 13.80
AFR Std Dev: 1.19
AFR Error: -0.88
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (5 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 43%
Avg MAT: 71°F
Status: RICH
Samples: 6 valid, 4.3 fuel cut
Confidence Level: Low (37 hits) (6 samples)
Correction %: 12.4% (AFR fallback)
Suggested VE: 116
Status: APPLIED (was 117 → now 116)
Full correction VE: 109

Cell: 1200 RPM x 95 kPa (Row 2, Col 1)
Current VE: 147
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.7 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 147
Full correction VE: 147

Cell: 1600 RPM x 95 kPa (Row 2, Col 2)
Current VE: 124
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.4 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 124
Full correction VE: 124

Cell: 2000 RPM x 95 kPa (Row 2, Col 3)
Current VE: 100
AFR Target: 12.80
AFR Actual (avg): 13.39
AFR Min/Max: 12.50 / 14.70
AFR Std Dev: 0.53
AFR Error: 0.59
EGO Correction (avg): 100.9%
EGO Correction (median): 100.0%
EGO Samples: 5 (0 effective)
EGO Deviation: +0.93%
VE Error (from EGO): +0.93%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 49%
Avg MAT: 76°F
Status: LEAN
Samples: 1 valid, 5.3 fuel cut
Confidence Level: Very Low (53 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 100
Full correction VE: 105

Cell: 2400 RPM x 95 kPa (Row 2, Col 4)
Current VE: 106
AFR Target: 12.76
AFR Actual (avg): 13.04
AFR Min/Max: 12.20 / 14.70
AFR Std Dev: 0.48
AFR Error: 0.29
EGO Correction (avg): 101.5%
EGO Correction (median): 101.6%
EGO Samples: 16 (3 effective) (0 open-loop frames filtered)
EGO Deviation: +1.53%
VE Error (from EGO): +1.53%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 81%
Avg MAT: 75°F
Status: GOOD
Samples: 3 valid, 10.4 fuel cut
Confidence Level: Very Low (64 hits) (3 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 106
Full correction VE: 108

Cell: 2800 RPM x 95 kPa (Row 2, Col 5)
Current VE: 113
AFR Target: 12.62
AFR Actual (avg): 12.82
AFR Min/Max: 12.20 / 13.10
AFR Std Dev: 0.34
AFR Error: 0.19
EGO Correction (avg): 99.2%
EGO Correction (median): 99.2%
EGO Samples: 2 (1 effective) (5 open-loop frames filtered)
EGO Deviation: -0.80%
VE Error (from EGO): -0.80%
Steady-State Quality: 51%
Avg MAT: 73°F
Status: GOOD
Samples: 6 valid, 0.4 fuel cut
Confidence Level: Low (20 hits) (6 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 113
Full correction VE: 115

Cell: 3200 RPM x 95 kPa (Row 2, Col 6)
Current VE: 126
AFR Target: 12.60
AFR Actual (avg): 12.81
AFR Min/Max: 12.20 / 13.10
AFR Std Dev: 0.33
AFR Error: 0.21
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 72°F
Status: no-data
Samples: 0 valid
Confidence Level: Very Low (7 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 126
Full correction VE: 128

Cell: 3600 RPM x 95 kPa (Row 2, Col 7)
Current VE: 119
AFR Target: 12.60
AFR Actual (avg): 12.84
AFR Min/Max: 12.30 / 13.00
AFR Std Dev: 0.33
AFR Error: 0.24
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 68°F
Status: no-data
Samples: 0 valid, 0.4 fuel cut
Confidence Level: Very Low (8 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 119
Full correction VE: 121

Cell: 4000 RPM x 95 kPa (Row 2, Col 8)
Current VE: 147
AFR Target: 12.60
AFR Actual (avg): 12.72
AFR Min/Max: 12.30 / 13.00
AFR Std Dev: 0.33
AFR Error: 0.12
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (1 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 66%
Avg MAT: 69°F
Status: GOOD
Samples: 1 valid, 1.1 fuel cut
Confidence Level: Very Low (13 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 147
Full correction VE: 148

Cell: 4400 RPM x 95 kPa (Row 2, Col 9)
Current VE: 153
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1.7 fuel cut
Confidence Level: No Data (8 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 153
Full correction VE: 153

Cell: 4800 RPM x 95 kPa (Row 2, Col 10)
Current VE: 146
AFR Target: 12.60
AFR Actual (avg): 12.95
AFR Min/Max: 12.90 / 13.10
AFR Std Dev: 0.09
AFR Error: 0.35
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (0 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 68°F
Status: no-data
Samples: 0 valid, 4.7 fuel cut
Confidence Level: Very Low (34 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 146
Full correction VE: 150

Cell: 5200 RPM x 95 kPa (Row 2, Col 11)
Current VE: 137
AFR Target: 12.60
AFR Actual (avg): 13.01
AFR Min/Max: 12.90 / 13.10
AFR Std Dev: 0.09
AFR Error: 0.41
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (2 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 43%
Avg MAT: 68°F
Status: LEAN
Samples: 2 valid, 8.6 fuel cut
Confidence Level: Very Low (54 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 137
Full correction VE: 141

Cell: 5400 RPM x 95 kPa (Row 2, Col 12)
Current VE: 146
Original VE: 145 (before correction was applied)
AFR Target: 12.65
AFR Actual (avg): 12.96
AFR Min/Max: 12.70 / 13.20
AFR Std Dev: 0.13
AFR Error: 0.31
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (5 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 55%
Avg MAT: 69°F
Status: LEAN
Samples: 5 valid, 9.8 fuel cut
Confidence Level: Low (62 hits) (5 samples)
Correction %: 8.3% (AFR fallback)
Suggested VE: 146
Status: APPLIED (was 145 → now 146)
Full correction VE: 149

Cell: 5800 RPM x 95 kPa (Row 2, Col 13)
Current VE: 135
AFR Target: 12.69
AFR Actual (avg): 12.89
AFR Min/Max: 12.20 / 14.30
AFR Std Dev: 0.38
AFR Error: 0.20
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (9 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 47%
Avg MAT: 73°F
Status: GOOD
Samples: 10 valid, 14.1 fuel cut
Confidence Level: Low (81 hits) (10 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 135
Full correction VE: 137

Cell: 6200 RPM x 95 kPa (Row 2, Col 14)
Current VE: 123
Original VE: 122 (before correction was applied)
AFR Target: 12.70
AFR Actual (avg): 12.98
AFR Min/Max: 12.20 / 14.30
AFR Std Dev: 0.45
AFR Error: 0.28 (trimmed: 0.22)
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (10 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 46%
Avg MAT: 72°F
Status: GOOD
Samples: 10 valid, 12.7 fuel cut
Confidence Level: Low (71 hits) (10 samples)
Correction %: 12.5% (AFR fallback)
Suggested VE: 123
Status: APPLIED (was 122 → now 123)
Full correction VE: 125

Cell: 6600 RPM x 95 kPa (Row 2, Col 15)
Current VE: 115
Original VE: 116 (before correction was applied)
AFR Target: 12.70
AFR Actual (avg): 12.38
AFR Min/Max: 10.30 / 13.80
AFR Std Dev: 1.01
AFR Error: -0.32 (trimmed: -0.25)
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (7 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 49%
Avg MAT: 72°F
Status: RICH
Samples: 7 valid, 4.7 fuel cut
Confidence Level: Low (38 hits) (7 samples)
Correction %: 6.2% (AFR fallback)
Suggested VE: 115
Status: APPLIED (was 116 → now 115)
Full correction VE: 113

Cell: 800 RPM x 90 kPa (Row 3, Col 0)
Current VE: 156
AFR Target: 12.98
AFR Actual (avg): 13.74
AFR Min/Max: 12.90 / 14.40
AFR Std Dev: 0.57
AFR Error: 0.76
EGO Correction (avg): 88.2%
EGO Correction (median): 88.8%
EGO Samples: 5 (2 effective)
EGO Deviation: -11.79%
VE Error (from EGO): -11.79%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 68%
Avg MAT: 112°F
Status: LEAN
Samples: 2 valid, 0.7 fuel cut
Confidence Level: Very Low (7 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 156
Full correction VE: 165

Cell: 1200 RPM x 90 kPa (Row 3, Col 1)
Current VE: 128
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.8 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 128
Full correction VE: 128

Cell: 1600 RPM x 90 kPa (Row 3, Col 2)
Current VE: 127
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.8 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 127
Full correction VE: 127

Cell: 2000 RPM x 90 kPa (Row 3, Col 3)
Current VE: 107
AFR Target: 12.90
AFR Actual (avg): 13.25
AFR Min/Max: 11.80 / 15.50
AFR Std Dev: 0.72
AFR Error: 0.35 (trimmed: 0.24)
EGO Correction (avg): 100.8%
EGO Correction (median): 100.8%
EGO Samples: 76 (12 effective)
EGO Deviation: +0.83%
VE Error (from EGO): +0.83%
EGO/AFR Agreement: 17% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 65%
Avg MAT: 75°F
Status: GOOD
Samples: 13 valid, 23.6 fuel cut
Confidence Level: Low (278 hits) (13 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 107
Full correction VE: 108

Cell: 2400 RPM x 90 kPa (Row 3, Col 4)
Current VE: 111
AFR Target: 12.89
AFR Actual (avg): 12.86
AFR Min/Max: 11.80 / 15.50
AFR Std Dev: 0.66
AFR Error: -0.04
EGO Correction (avg): 101.2%
EGO Correction (median): 100.8%
EGO Samples: 103 (40 effective)
EGO Deviation: +1.20%
VE Error (from EGO): +1.20%
EGO/AFR Agreement: 19% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 67%
Avg MAT: 74°F
Status: LEAN
Samples: 41 valid, 56.6 fuel cut
Confidence Level: Medium (295 hits) (41 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 111
Full correction VE: 112

Cell: 2800 RPM x 90 kPa (Row 3, Col 5)
Current VE: 108
AFR Target: 12.70
AFR Actual (avg): 12.95
AFR Min/Max: 12.90 / 13.10
AFR Std Dev: 0.10
AFR Error: 0.25
EGO Correction (avg): 99.2%
EGO Correction (median): 99.2%
EGO Samples: 2 (1 effective) (0 open-loop frames filtered)
EGO Deviation: -0.80%
VE Error (from EGO): -0.80%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 56%
Avg MAT: 74°F
Status: GOOD
Samples: 1 valid, 10.7 fuel cut
Confidence Level: Very Low (21 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 108
Full correction VE: 110

Cell: 3200 RPM x 90 kPa (Row 3, Col 6)
Current VE: 107
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1 fuel cut
Confidence Level: No Data (5 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 107
Full correction VE: 107

Cell: 3600 RPM x 90 kPa (Row 3, Col 7)
Current VE: 141
AFR Target: 12.60
AFR Actual (avg): 11.78
AFR Min/Max: 11.50 / 12.30
AFR Std Dev: 0.37
AFR Error: -0.82
EGO Correction (avg): 97.9%
EGO Correction (median): 98.4%
EGO Samples: 3 (1 effective)
EGO Deviation: -2.09%
VE Error (from EGO): -2.09%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 34%
Avg MAT: 72°F
Status: RICH
Samples: 1 valid, 4.7 fuel cut
Confidence Level: Very Low (21 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 141
Full correction VE: 132

Cell: 4000 RPM x 90 kPa (Row 3, Col 8)
Current VE: 145
AFR Target: 12.60
AFR Actual (avg): 11.86
AFR Min/Max: 11.50 / 12.30
AFR Std Dev: 0.34
AFR Error: -0.74
EGO Correction (avg): 97.8%
EGO Correction (median): 97.6%
EGO Samples: 3 (1 effective)
EGO Deviation: -2.24%
VE Error (from EGO): -2.24%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 53%
Avg MAT: 72°F
Status: RICH
Samples: 1 valid, 4.3 fuel cut
Confidence Level: Very Low (24 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 145
Full correction VE: 136

Cell: 4400 RPM x 90 kPa (Row 3, Col 9)
Current VE: 144
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1.9 fuel cut
Confidence Level: No Data (8 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 144
Full correction VE: 144

Cell: 4800 RPM x 90 kPa (Row 3, Col 10)
Current VE: 148
AFR Target: 12.60
AFR Actual (avg): 12.49
AFR Min/Max: 12.00 / 12.90
AFR Std Dev: 0.35
AFR Error: -0.11
EGO Correction (avg): 100.0%
EGO Correction (median): 100.0%
EGO Samples: 10 (2 effective)
EGO Deviation: -0.04%
VE Error (from EGO): -0.04%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 70%
Avg MAT: 68°F
Status: GOOD
Samples: 2 valid, 3.7 fuel cut
Confidence Level: Very Low (23 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 148
Full correction VE: 147

Cell: 5200 RPM x 90 kPa (Row 3, Col 11)
Current VE: 148
AFR Target: 12.60
AFR Actual (avg): 12.42
AFR Min/Max: 12.00 / 12.90
AFR Std Dev: 0.34
AFR Error: -0.18
EGO Correction (avg): 99.0%
EGO Correction (median): 98.4%
EGO Samples: 11 (5 effective)
EGO Deviation: -1.02%
VE Error (from EGO): -1.02%
Steady-State Quality: 50%
Avg MAT: 67°F
Status: RICH
Samples: 5 valid, 3.4 fuel cut
Confidence Level: Low (26 hits) (5 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 148
Full correction VE: 146

Cell: 5400 RPM x 90 kPa (Row 3, Col 12)
Current VE: 138
AFR Target: 12.60
AFR Actual (avg): 12.49
AFR Min/Max: 12.20 / 12.80
AFR Std Dev: 0.27
AFR Error: -0.11
EGO Correction (avg): 98.8%
EGO Correction (median): 98.4%
EGO Samples: 2 (0 effective)
EGO Deviation: -1.21%
VE Error (from EGO): -1.21%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 66°F
Status: no-data
Samples: 0 valid, 0.8 fuel cut
Confidence Level: Very Low (7 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 138
Full correction VE: 137

Cell: 5800 RPM x 90 kPa (Row 3, Col 13)
Current VE: 136
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.5 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 136
Full correction VE: 136

Cell: 6200 RPM x 90 kPa (Row 3, Col 14)
Current VE: 136
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.5 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 136
Full correction VE: 136

Cell: 6600 RPM x 90 kPa (Row 3, Col 15)
Current VE: 117
AFR Target: 12.70
AFR Actual (avg): 11.70
AFR Min/Max: 11.70 / 11.70
AFR Std Dev: 0.00
AFR Error: -1.00
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (1 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 22%
Avg MAT: 75°F
Status: RICH (CRITICAL)
Samples: 1 valid, 0.8 fuel cut
Confidence Level: Very Low (2 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 117
Full correction VE: 108

Cell: 800 RPM x 85 kPa (Row 4, Col 0)
Current VE: 118
AFR Target: 12.98
AFR Actual (avg): 13.59
AFR Min/Max: 12.90 / 14.40
AFR Std Dev: 0.57
AFR Error: 0.61
EGO Correction (avg): 88.8%
EGO Correction (median): 88.8%
EGO Samples: 5 (4 effective)
EGO Deviation: -11.20%
VE Error (from EGO): -11.20%
EGO/AFR Agreement: 0%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 57%
Avg MAT: 112°F
Status: LEAN
Samples: 4 valid, 1.8 fuel cut
Confidence Level: Very Low (13 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 118
Full correction VE: 124

Cell: 1200 RPM x 85 kPa (Row 4, Col 1)
Current VE: 121
AFR Target: 12.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1.7 fuel cut
Confidence Level: No Data (8 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 121
Full correction VE: 121

Cell: 1600 RPM x 85 kPa (Row 4, Col 2)
Current VE: 117
AFR Target: 13.30
AFR Actual (avg): 12.20
AFR Min/Max: 12.20 / 12.20
AFR Std Dev: 0.00
AFR Error: -1.10
EGO Correction (avg): 100.8%
EGO Correction (median): 100.8%
EGO Samples: 1 (0 effective)
EGO Deviation: +0.80%
VE Error (from EGO): +0.80%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 95°F
Status: no-data
Samples: 0 valid, 2.2 fuel cut
Confidence Level: Very Low (8 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 117
Full correction VE: 107

Cell: 2000 RPM x 85 kPa (Row 4, Col 3)
Current VE: 115
AFR Target: 13.21
AFR Actual (avg): 13.20
AFR Min/Max: 11.80 / 16.30
AFR Std Dev: 0.86
AFR Error: -0.01 (trimmed: -0.14)
EGO Correction (avg): 99.7%
EGO Correction (median): 100.0%
EGO Samples: 316 (58 effective)
EGO Deviation: -0.28%
VE Error (from EGO): -0.28%
EGO/AFR Agreement: 46% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 66%
Avg MAT: 74°F
Status: GOOD
Samples: 63 valid, 52.7 fuel cut
Confidence Level: Medium (846 hits) (63 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 115
Full correction VE: 115

Cell: 2400 RPM x 85 kPa (Row 4, Col 4)
Current VE: 111
AFR Target: 13.21
AFR Actual (avg): 13.20
AFR Min/Max: 11.80 / 16.30
AFR Std Dev: 0.86
AFR Error: -0.01 (trimmed: -0.13)
EGO Correction (avg): 99.8%
EGO Correction (median): 100.0%
EGO Samples: 448 (148 effective)
EGO Deviation: -0.21%
VE Error (from EGO): -0.21%
EGO/AFR Agreement: 39% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 68%
Avg MAT: 74°F
Status: GOOD
Samples: 151 valid, 109.6 fuel cut
Confidence Level: High (859 hits) (151 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 111
Full correction VE: 111

Cell: 2800 RPM x 85 kPa (Row 4, Col 5)
Current VE: 115
AFR Target: 12.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 5 fuel cut
Confidence Level: No Data (23 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 115
Full correction VE: 115

Cell: 3200 RPM x 85 kPa (Row 4, Col 6)
Current VE: 117
AFR Target: 12.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 2.1 fuel cut
Confidence Level: No Data (11 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 117
Full correction VE: 117

Cell: 3600 RPM x 85 kPa (Row 4, Col 7)
Current VE: 118
AFR Target: 12.65
AFR Actual (avg): 12.24
AFR Min/Max: 11.50 / 12.70
AFR Std Dev: 0.45
AFR Error: -0.41
EGO Correction (avg): 96.7%
EGO Correction (median): 96.8%
EGO Samples: 3 (0 effective)
EGO Deviation: -3.34%
VE Error (from EGO): -3.34%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 72°F
Status: no-data
Samples: 0 valid, 9.9 fuel cut
Confidence Level: Very Low (27 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 118
Full correction VE: 114

Cell: 4000 RPM x 85 kPa (Row 4, Col 8)
Current VE: 135
AFR Target: 12.65
AFR Actual (avg): 12.28
AFR Min/Max: 11.50 / 12.70
AFR Std Dev: 0.47
AFR Error: -0.37
EGO Correction (avg): 96.6%
EGO Correction (median): 96.8%
EGO Samples: 3 (1 effective)
EGO Deviation: -3.39%
VE Error (from EGO): -3.39%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 30%
Avg MAT: 72°F
Status: RICH
Samples: 1 valid, 4.6 fuel cut
Confidence Level: Very Low (29 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 135
Full correction VE: 131

Cell: 4400 RPM x 85 kPa (Row 4, Col 9)
Current VE: 156
AFR Target: 12.75
AFR Actual (avg): 12.26
AFR Min/Max: 11.50 / 12.70
AFR Std Dev: 0.35
AFR Error: -0.49
EGO Correction (avg): 106.6%
EGO Correction (median): 108.0%
EGO Samples: 7 (1 effective)
EGO Deviation: +6.62%
VE Error (from EGO): +6.62%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 40%
Avg MAT: 74°F
Status: RICH
Samples: 1 valid, 4.7 fuel cut
Confidence Level: Very Low (31 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 156
Full correction VE: 150

Cell: 4800 RPM x 85 kPa (Row 4, Col 10)
Current VE: 147
Original VE: 146 (before correction was applied)
AFR Target: 12.69
AFR Actual (avg): 12.38
AFR Min/Max: 11.50 / 12.90
AFR Std Dev: 0.34
AFR Error: -0.30
EGO Correction (avg): 103.0%
EGO Correction (median): 102.4%
EGO Samples: 25 (7 effective)
EGO Deviation: +3.01%
VE Error (from EGO): +3.01%
EGO/AFR Agreement: 7% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 56%
Avg MAT: 76°F
Status: LEAN
Samples: 7 valid, 7.7 fuel cut
Confidence Level: Low (51 hits) (7 samples)
Correction %: 14.9% (EGO-driven)
Suggested VE: 147
Status: APPLIED (was 146 → now 147)
Full correction VE: 150

Cell: 5200 RPM x 85 kPa (Row 4, Col 11)
Current VE: 147
AFR Target: 12.63
AFR Actual (avg): 12.44
AFR Min/Max: 12.00 / 12.90
AFR Std Dev: 0.32
AFR Error: -0.19
EGO Correction (avg): 99.6%
EGO Correction (median): 99.2%
EGO Samples: 14 (3 effective)
EGO Deviation: -0.38%
VE Error (from EGO): -0.38%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 66%
Avg MAT: 69°F
Status: GOOD
Samples: 3 valid, 2.2 fuel cut
Confidence Level: Very Low (33 hits) (3 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 147
Full correction VE: 145

Cell: 5400 RPM x 85 kPa (Row 4, Col 12)
Current VE: 154
AFR Target: 12.73
AFR Actual (avg): 12.73
AFR Min/Max: 12.20 / 12.90
AFR Std Dev: 0.22
AFR Error: -0.00
EGO Correction (avg): 98.8%
EGO Correction (median): 99.2%
EGO Samples: 6 (1 effective)
EGO Deviation: -1.17%
VE Error (from EGO): -1.17%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 42%
Avg MAT: 70°F
Status: GOOD
Samples: 1 valid, 0.7 fuel cut
Confidence Level: Very Low (13 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 154
Full correction VE: 154

Cell: 5800 RPM x 85 kPa (Row 4, Col 13)
Current VE: 143
AFR Target: 12.82
AFR Actual (avg): 12.85
AFR Min/Max: 12.70 / 12.90
AFR Std Dev: 0.11
AFR Error: 0.02
EGO Correction (avg): 99.1%
EGO Correction (median): 99.2%
EGO Samples: 3 (0 effective)
EGO Deviation: -0.91%
VE Error (from EGO): -0.91%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 71°F
Status: no-data
Samples: 0 valid, 0 fuel cut
Confidence Level: Very Low (5 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 143
Full correction VE: 143

Cell: 6600 RPM x 85 kPa (Row 4, Col 15)
Current VE: 137
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.2 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 137
Full correction VE: 137

Cell: 800 RPM x 80 kPa (Row 5, Col 0)
Current VE: 83
AFR Target: 13.00
AFR Actual (avg): 14.30
AFR Min/Max: 14.30 / 14.30
AFR Std Dev: 0.00
AFR Error: 1.30
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 112°F
Status: no-data
Samples: 0 valid, 3.1 fuel cut
Confidence Level: Very Low (11 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 83
Full correction VE: 91

Cell: 1200 RPM x 80 kPa (Row 5, Col 1)
Current VE: 103
AFR Target: 13.70
AFR Actual (avg): 16.10
AFR Min/Max: 16.10 / 16.10
AFR Std Dev: 0.00
AFR Error: 2.40
EGO Correction (avg): 100.0%
EGO Correction (median): 100.0%
EGO Samples: 1 (0 effective)
EGO Deviation: +0.00%
VE Error (from EGO): +0.00%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 91°F
Status: no-data
Samples: 0 valid, 2.4 fuel cut
Confidence Level: Very Low (14 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 103
Full correction VE: 121

Cell: 1600 RPM x 80 kPa (Row 5, Col 2)
Current VE: 119
AFR Target: 13.63
AFR Actual (avg): 13.12
AFR Min/Max: 11.80 / 16.10
AFR Std Dev: 1.96
AFR Error: -0.52
EGO Correction (avg): 100.6%
EGO Correction (median): 100.8%
EGO Samples: 2 (0 effective)
EGO Deviation: +0.57%
VE Error (from EGO): +0.57%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 94°F
Status: no-data
Samples: 0 valid, 1.8 fuel cut
Confidence Level: Very Low (16 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 119
Full correction VE: 114

Cell: 2000 RPM x 80 kPa (Row 5, Col 3)
Current VE: 111
AFR Target: 13.66
AFR Actual (avg): 13.65
AFR Min/Max: 11.80 / 16.70
AFR Std Dev: 0.92
AFR Error: -0.01 (trimmed: -0.11)
EGO Correction (avg): 99.7%
EGO Correction (median): 100.0%
EGO Samples: 1214 (230 effective) (0 open-loop frames filtered)
EGO Deviation: -0.34%
VE Error (from EGO): -0.34%
EGO/AFR Agreement: 41% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 68%
Avg MAT: 71°F
Status: GOOD
Samples: 242 valid, 67.7 fuel cut
Confidence Level: High (2117 hits) (242 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 111
Full correction VE: 111

Cell: 2400 RPM x 80 kPa (Row 5, Col 4)
Current VE: 110
AFR Target: 13.66
AFR Actual (avg): 13.72
AFR Min/Max: 11.80 / 16.70
AFR Std Dev: 0.92
AFR Error: 0.06 (trimmed: -0.05)
EGO Correction (avg): 99.3%
EGO Correction (median): 99.2%
EGO Samples: 1510 (592 effective) (0 open-loop frames filtered)
EGO Deviation: -0.71%
VE Error (from EGO): -0.71%
EGO/AFR Agreement: 39% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 70%
Avg MAT: 70°F
Status: GOOD
Samples: 597 valid, 160.6 fuel cut
Confidence Level: High (2134 hits) (597 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 110
Full correction VE: 109

Cell: 2800 RPM x 80 kPa (Row 5, Col 5)
Current VE: 108
AFR Target: 13.67
AFR Actual (avg): 15.45
AFR Min/Max: 13.60 / 16.40
AFR Std Dev: 1.09
AFR Error: 1.78
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 74°F
Status: no-data
Samples: 0 valid, 4.4 fuel cut
Confidence Level: Very Low (27 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 108
Full correction VE: 122

Cell: 3200 RPM x 80 kPa (Row 5, Col 6)
Current VE: 106
AFR Target: 13.27
AFR Actual (avg): 13.91
AFR Min/Max: 12.60 / 14.60
AFR Std Dev: 0.99
AFR Error: 0.63
EGO Correction (avg): 102.1%
EGO Correction (median): 102.4%
EGO Samples: 2 (1 effective)
EGO Deviation: +2.09%
VE Error (from EGO): +2.09%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 46%
Avg MAT: 80°F
Status: LEAN
Samples: 1 valid, 2.6 fuel cut
Confidence Level: Very Low (22 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 106
Full correction VE: 111

Cell: 3600 RPM x 80 kPa (Row 5, Col 7)
Current VE: 133
AFR Target: 13.19
AFR Actual (avg): 12.65
AFR Min/Max: 12.40 / 14.60
AFR Std Dev: 0.86
AFR Error: -0.53
EGO Correction (avg): 94.8%
EGO Correction (median): 95.2%
EGO Samples: 2 (0 effective)
EGO Deviation: -5.17%
VE Error (from EGO): -5.17%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 22%
Avg MAT: 73°F
Status: RICH
Samples: 1 valid, 4.3 fuel cut
Confidence Level: Very Low (27 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 133
Full correction VE: 128

Cell: 4000 RPM x 80 kPa (Row 5, Col 8)
Current VE: 140
AFR Target: 13.14
AFR Actual (avg): 12.62
AFR Min/Max: 12.40 / 13.80
AFR Std Dev: 0.78
AFR Error: -0.52
EGO Correction (avg): 94.9%
EGO Correction (median): 95.2%
EGO Samples: 2 (1 effective)
EGO Deviation: -5.13%
VE Error (from EGO): -5.13%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 37%
Avg MAT: 72°F
Status: RICH
Samples: 1 valid, 3.2 fuel cut
Confidence Level: Very Low (21 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 140
Full correction VE: 134

Cell: 4400 RPM x 80 kPa (Row 5, Col 9)
Current VE: 146
AFR Target: 12.91
AFR Actual (avg): 13.02
AFR Min/Max: 11.50 / 14.40
AFR Std Dev: 0.78
AFR Error: 0.10
EGO Correction (avg): 105.6%
EGO Correction (median): 105.4%
EGO Samples: 17 (4 effective)
EGO Deviation: +5.61%
VE Error (from EGO): +5.61%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 58%
Avg MAT: 78°F
Status: GOOD
Samples: 4 valid, 8.2 fuel cut
Confidence Level: Very Low (45 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 146
Full correction VE: 147

Cell: 4800 RPM x 80 kPa (Row 5, Col 10)
Current VE: 153
AFR Target: 12.87
AFR Actual (avg): 12.56
AFR Min/Max: 11.50 / 14.40
AFR Std Dev: 0.60
AFR Error: -0.31 (trimmed: -0.38)
EGO Correction (avg): 102.2%
EGO Correction (median): 101.6%
EGO Samples: 31 (13 effective)
EGO Deviation: +2.17%
VE Error (from EGO): +2.17%
⚡ AFR/EGO CONFLICT: AFR says RICH (-0.38 [trimmed: -0.38, raw: -0.31]) but EGO says LEAN (+2.2%) — caution: mild disagreement
EGO/AFR Agreement: 29% (signals blended)
Steady-State Quality: 55%
Avg MAT: 77°F
Status: LEAN
Samples: 13 valid, 6.8 fuel cut
Confidence Level: Low (52 hits) (13 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 153
Full correction VE: 153

Cell: 5200 RPM x 80 kPa (Row 5, Col 11)
Current VE: 149
AFR Target: 12.86
AFR Actual (avg): 12.67
AFR Min/Max: 12.30 / 13.00
AFR Std Dev: 0.29
AFR Error: -0.19
EGO Correction (avg): 97.7%
EGO Correction (median): 96.8%
EGO Samples: 9 (3 effective)
EGO Deviation: -2.28%
VE Error (from EGO): -2.28%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 47%
Avg MAT: 73°F
Status: GOOD
Samples: 3 valid, 2.2 fuel cut
Confidence Level: Very Low (21 hits) (3 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 149
Full correction VE: 147

Cell: 5400 RPM x 80 kPa (Row 5, Col 12)
Current VE: 146
AFR Target: 12.82
AFR Actual (avg): 12.78
AFR Min/Max: 12.70 / 12.90
AFR Std Dev: 0.10
AFR Error: -0.04
EGO Correction (avg): 98.7%
EGO Correction (median): 98.4%
EGO Samples: 4 (2 effective)
EGO Deviation: -1.30%
VE Error (from EGO): -1.30%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 61%
Avg MAT: 72°F
Status: GOOD
Samples: 2 valid, 2.1 fuel cut
Confidence Level: Very Low (9 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 146
Full correction VE: 145

Cell: 5800 RPM x 80 kPa (Row 5, Col 13)
Current VE: 140
AFR Target: 12.82
AFR Actual (avg): 12.83
AFR Min/Max: 12.70 / 12.90
AFR Std Dev: 0.10
AFR Error: 0.00
EGO Correction (avg): 99.0%
EGO Correction (median): 99.2%
EGO Samples: 4 (1 effective)
EGO Deviation: -1.02%
VE Error (from EGO): -1.02%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 52%
Avg MAT: 71°F
Status: GOOD
Samples: 1 valid, 0 fuel cut
Confidence Level: Very Low (5 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 140
Full correction VE: 140

Cell: 6200 RPM x 80 kPa (Row 5, Col 14)
Current VE: 129
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.6 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 129
Full correction VE: 129

Cell: 6600 RPM x 80 kPa (Row 5, Col 15)
Current VE: 120
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1.1 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 120
Full correction VE: 120

Cell: 800 RPM x 75 kPa (Row 6, Col 0)
Current VE: 69
AFR Target: 13.80
AFR Actual (avg): 16.13
AFR Min/Max: 14.20 / 16.60
AFR Std Dev: 0.91
AFR Error: 2.33 (trimmed: 2.43)
EGO Correction (avg): 98.5%
EGO Correction (median): 98.4%
EGO Samples: 14 (3 effective)
EGO Deviation: -1.46%
VE Error (from EGO): -1.46%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 89%
Avg MAT: 104°F
Status: LEAN (CRITICAL)
Samples: 3 valid, 5.3 fuel cut
Confidence Level: Very Low (28 hits) (3 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 69
Full correction VE: 81

Cell: 1200 RPM x 75 kPa (Row 6, Col 1)
Current VE: 102
Original VE: 99 (before correction was applied)
AFR Target: 13.87
AFR Actual (avg): 15.92
AFR Min/Max: 14.20 / 16.90
AFR Std Dev: 0.72
AFR Error: 2.05 (trimmed: 2.12)
EGO Correction (avg): 99.2%
EGO Correction (median): 99.2%
EGO Samples: 22 (7 effective)
EGO Deviation: -0.78%
VE Error (from EGO): -0.78%
EGO/AFR Agreement: 4% (signals blended)
Steady-State Quality: 74%
Avg MAT: 102°F
Status: GOOD
Samples: 7 valid, 5.9 fuel cut
Confidence Level: Low (54 hits) (7 samples)
Correction %: 24.5% (EGO-driven)
Suggested VE: 102
Status: APPLIED (was 99 → now 102)
Full correction VE: 113

Cell: 1600 RPM x 75 kPa (Row 6, Col 2)
Current VE: 123
AFR Target: 13.99
AFR Actual (avg): 15.77
AFR Min/Max: 11.70 / 16.90
AFR Std Dev: 1.61
AFR Error: 1.78 (trimmed: 2.14)
EGO Correction (avg): 103.0%
EGO Correction (median): 100.0%
EGO Samples: 12 (2 effective)
EGO Deviation: +2.97%
VE Error (from EGO): +2.97%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 49%
Avg MAT: 98°F
Status: LEAN (CRITICAL)
Samples: 2 valid, 4.4 fuel cut
Confidence Level: Very Low (35 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 123
Full correction VE: 139

Cell: 2000 RPM x 75 kPa (Row 6, Col 3)
Current VE: 99
AFR Target: 14.12
AFR Actual (avg): 14.19
AFR Min/Max: 11.70 / 16.80
AFR Std Dev: 0.78
AFR Error: 0.07
EGO Correction (avg): 100.0%
EGO Correction (median): 100.0%
EGO Samples: 2887 (557 effective) (8 open-loop frames filtered)
EGO Deviation: -0.04%
VE Error (from EGO): -0.04%
EGO/AFR Agreement: 33% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 71%
Avg MAT: 70°F
Status: GOOD
Samples: 588 valid, 69.4 fuel cut
Confidence Level: High (4239 hits) (588 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 99
Full correction VE: 99

Cell: 2400 RPM x 75 kPa (Row 6, Col 4)
Current VE: 107
AFR Target: 14.12
AFR Actual (avg): 14.18
AFR Min/Max: 11.80 / 16.80
AFR Std Dev: 0.79
AFR Error: 0.06
EGO Correction (avg): 99.6%
EGO Correction (median): 100.0%
EGO Samples: 3519 (1351 effective) (12 open-loop frames filtered)
EGO Deviation: -0.38%
VE Error (from EGO): -0.38%
EGO/AFR Agreement: 34% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 71%
Avg MAT: 69°F
Status: GOOD
Samples: 1371 valid, 175.8 fuel cut
Confidence Level: High (4290 hits) (1371 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 107
Full correction VE: 107

Cell: 2800 RPM x 75 kPa (Row 6, Col 5)
Current VE: 102
AFR Target: 14.07
AFR Actual (avg): 13.77
AFR Min/Max: 12.50 / 16.60
AFR Std Dev: 1.34
AFR Error: -0.30 (trimmed: -0.42)
EGO Correction (avg): 98.8%
EGO Correction (median): 99.2%
EGO Samples: 20 (7 effective)
EGO Deviation: -1.17%
VE Error (from EGO): -1.17%
📊 HIGH SCATTER: StdDev 1.34 → correction scaled ×0.64
EGO/AFR Agreement: 68%
Steady-State Quality: 65%
Avg MAT: 80°F
Status: RICH
Samples: 7 valid, 7.6 fuel cut
Confidence Level: Low (65 hits) (7 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 102
Full correction VE: 101

Cell: 3200 RPM x 75 kPa (Row 6, Col 6)
Current VE: 121
AFR Target: 13.79
AFR Actual (avg): 13.49
AFR Min/Max: 12.60 / 15.80
AFR Std Dev: 0.73
AFR Error: -0.30
EGO Correction (avg): 101.3%
EGO Correction (median): 101.6%
EGO Samples: 6 (3 effective)
EGO Deviation: +1.35%
VE Error (from EGO): +1.35%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 60%
Avg MAT: 80°F
Status: RICH
Samples: 3 valid, 7.6 fuel cut
Confidence Level: Very Low (40 hits) (3 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 121
Full correction VE: 118

Cell: 3600 RPM x 75 kPa (Row 6, Col 7)
Current VE: 126
Original VE: 125 (before correction was applied)
AFR Target: 13.43
AFR Actual (avg): 13.80
AFR Min/Max: 12.40 / 15.00
AFR Std Dev: 0.76
AFR Error: 0.37
EGO Correction (avg): 99.8%
EGO Correction (median): 98.4%
EGO Samples: 26 (11 effective)
EGO Deviation: -0.18%
VE Error (from EGO): -0.18%
EGO/AFR Agreement: 9% (signals blended)
Steady-State Quality: 67%
Avg MAT: 82°F
Status: GOOD
Samples: 11 valid, 9.2 fuel cut
Confidence Level: Low (61 hits) (11 samples)
Correction %: 10.6% (EGO-driven)
Suggested VE: 126
Status: APPLIED (was 125 → now 126)
Full correction VE: 128

Cell: 4000 RPM x 75 kPa (Row 6, Col 8)
Current VE: 140
AFR Target: 13.49
AFR Actual (avg): 13.23
AFR Min/Max: 12.40 / 15.00
AFR Std Dev: 0.85
AFR Error: -0.26
EGO Correction (avg): 101.8%
EGO Correction (median): 101.4%
EGO Samples: 34 (11 effective)
EGO Deviation: +1.77%
VE Error (from EGO): +1.77%
⚡ AFR/EGO CONFLICT: AFR says RICH (-0.30) but EGO says LEAN (+1.8%) — caution: mild disagreement
EGO/AFR Agreement: 18% (signals blended)
Steady-State Quality: 55%
Avg MAT: 86°F
Status: LEAN
Samples: 11 valid, 4.3 fuel cut
Confidence Level: Low (60 hits) (11 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 140
Full correction VE: 138

Cell: 4400 RPM x 75 kPa (Row 6, Col 9)
Current VE: 143
Original VE: 142 (before correction was applied)
AFR Target: 13.44
AFR Actual (avg): 13.63
AFR Min/Max: 12.00 / 15.20
AFR Std Dev: 0.76
AFR Error: 0.19 (trimmed: 0.13)
EGO Correction (avg): 105.0%
EGO Correction (median): 104.6%
EGO Samples: 27 (8 effective)
EGO Deviation: +4.97%
VE Error (from EGO): +4.97%
EGO/AFR Agreement: 51%
Steady-State Quality: 55%
Avg MAT: 80°F
Status: LEAN
Samples: 8 valid, 3.1 fuel cut
Confidence Level: Low (43 hits) (8 samples)
Correction %: 15.5% (EGO-driven)
Suggested VE: 143
Status: APPLIED (was 142 → now 143)
Full correction VE: 149

Cell: 4800 RPM x 75 kPa (Row 6, Col 10)
Current VE: 142
AFR Target: 13.17
AFR Actual (avg): 12.93
AFR Min/Max: 12.00 / 15.20
AFR Std Dev: 0.85
AFR Error: -0.24 (trimmed: -0.32)
EGO Correction (avg): 104.9%
EGO Correction (median): 104.0%
EGO Samples: 20 (4 effective)
EGO Deviation: +4.92%
VE Error (from EGO): +4.92%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 50%
Avg MAT: 74°F
Status: GOOD
Samples: 4 valid, 0.8 fuel cut
Confidence Level: Very Low (28 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 142
Full correction VE: 139

Cell: 5200 RPM x 75 kPa (Row 6, Col 11)
Current VE: 142
AFR Target: 12.94
AFR Actual (avg): 12.58
AFR Min/Max: 12.30 / 13.00
AFR Std Dev: 0.29
AFR Error: -0.37
EGO Correction (avg): 97.7%
EGO Correction (median): 96.8%
EGO Samples: 6 (1 effective)
EGO Deviation: -2.26%
VE Error (from EGO): -2.26%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 51%
Avg MAT: 73°F
Status: RICH
Samples: 1 valid, 0.2 fuel cut
Confidence Level: Very Low (8 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 142
Full correction VE: 138

Cell: 5400 RPM x 75 kPa (Row 6, Col 12)
Current VE: 138
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.3 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 138
Full correction VE: 138

Cell: 5800 RPM x 75 kPa (Row 6, Col 13)
Current VE: 129
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.9 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 129
Full correction VE: 129

Cell: 6200 RPM x 75 kPa (Row 6, Col 14)
Current VE: 115
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 115
Full correction VE: 115

Cell: 6600 RPM x 75 kPa (Row 6, Col 15)
Current VE: 102
AFR Target: 11.80
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.3 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 102
Full correction VE: 102

Cell: 800 RPM x 70 kPa (Row 7, Col 0)
Current VE: 63
AFR Target: 13.85
AFR Actual (avg): 16.16
AFR Min/Max: 14.20 / 17.30
AFR Std Dev: 0.95
AFR Error: 2.31 (trimmed: 2.42)
EGO Correction (avg): 98.0%
EGO Correction (median): 97.6%
EGO Samples: 23 (4 effective)
EGO Deviation: -1.95%
VE Error (from EGO): -1.95%
EGO/AFR Agreement: 8%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 57%
Avg MAT: 104°F
Status: LEAN (CRITICAL)
Samples: 4 valid, 2.5 fuel cut
Confidence Level: Very Low (42 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 63
Full correction VE: 74

Cell: 1200 RPM x 70 kPa (Row 7, Col 1)
Current VE: 80
Original VE: 79 (before correction was applied)
AFR Target: 13.97
AFR Actual (avg): 15.49
AFR Min/Max: 12.40 / 17.30
AFR Std Dev: 1.11
AFR Error: 1.52 (trimmed: 1.62)
EGO Correction (avg): 100.3%
EGO Correction (median): 100.0%
EGO Samples: 47 (14 effective)
EGO Deviation: +0.25%
VE Error (from EGO): +0.25%
EGO/AFR Agreement: 39% (signals blended)
Steady-State Quality: 58%
Avg MAT: 102°F
Status: GOOD
Samples: 14 valid, 8.8 fuel cut
Confidence Level: Low (89 hits) (14 samples)
Correction %: 23.1% (EGO-driven)
Suggested VE: 80
Status: APPLIED (was 79 → now 80)
Full correction VE: 84

Cell: 1600 RPM x 70 kPa (Row 7, Col 2)
Current VE: 90
Original VE: 89 (before correction was applied)
AFR Target: 14.16
AFR Actual (avg): 15.86
AFR Min/Max: 11.70 / 16.90
AFR Std Dev: 1.43
AFR Error: 1.69 (trimmed: 1.86)
EGO Correction (avg): 104.0%
EGO Correction (median): 104.0%
EGO Samples: 35 (16 effective)
EGO Deviation: +3.96%
VE Error (from EGO): +3.96%
📊 HIGH SCATTER: StdDev 1.43 → correction scaled ×0.62
EGO/AFR Agreement: 92%
Steady-State Quality: 61%
Avg MAT: 98°F
Status: LEAN
Samples: 16 valid, 13.6 fuel cut
Confidence Level: Low (85 hits) (16 samples)
Correction %: 13.9% (EGO-driven)
Suggested VE: 90
Status: APPLIED (was 89 → now 90)
Full correction VE: 93

Cell: 2000 RPM x 70 kPa (Row 7, Col 3)
Current VE: 98
AFR Target: 14.41
AFR Actual (avg): 14.48
AFR Min/Max: 11.70 / 17.20
AFR Std Dev: 0.60
AFR Error: 0.07
EGO Correction (avg): 100.5%
EGO Correction (median): 100.8%
EGO Samples: 4714 (905 effective) (3 open-loop frames filtered)
EGO Deviation: +0.54%
VE Error (from EGO): +0.54%
EGO/AFR Agreement: 31% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 73%
Avg MAT: 71°F
Status: GOOD
Samples: 939 valid, 72.6 fuel cut
Confidence Level: High (6378 hits) (939 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 98
Full correction VE: 99

Cell: 2400 RPM x 70 kPa (Row 7, Col 4)
Current VE: 104
AFR Target: 14.41
AFR Actual (avg): 14.48
AFR Min/Max: 11.90 / 17.20
AFR Std Dev: 0.60
AFR Error: 0.07
EGO Correction (avg): 100.0%
EGO Correction (median): 100.0%
EGO Samples: 5528 (2171 effective) (8 open-loop frames filtered)
EGO Deviation: +0.02%
VE Error (from EGO): +0.02%
EGO/AFR Agreement: 31% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 73%
Avg MAT: 70°F
Status: GOOD
Samples: 2190 valid, 174.2 fuel cut
Confidence Level: High (6412 hits) (2190 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 104
Full correction VE: 104

Cell: 2800 RPM x 70 kPa (Row 7, Col 5)
Current VE: 102
Original VE: 103 (before correction was applied)
AFR Target: 14.22
AFR Actual (avg): 14.00
AFR Min/Max: 12.20 / 16.30
AFR Std Dev: 0.80
AFR Error: -0.22
EGO Correction (avg): 98.4%
EGO Correction (median): 96.8%
EGO Samples: 82 (42 effective)
EGO Deviation: -1.60%
VE Error (from EGO): -1.60%
EGO/AFR Agreement: 44% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 70%
Avg MAT: 82°F
Status: RICH
Samples: 42 valid, 8 fuel cut
Confidence Level: Medium (137 hits) (42 samples)
Correction %: 15.6% (EGO-driven)
Suggested VE: 102
Status: APPLIED (was 103 → now 102)
Full correction VE: 101

Cell: 3200 RPM x 70 kPa (Row 7, Col 6)
Current VE: 105
AFR Target: 14.07
AFR Actual (avg): 13.69
AFR Min/Max: 12.70 / 15.80
AFR Std Dev: 0.52
AFR Error: -0.37
EGO Correction (avg): 104.8%
EGO Correction (median): 105.6%
EGO Samples: 37 (8 effective)
EGO Deviation: +4.83%
VE Error (from EGO): +4.83%
⚡ AFR/EGO CONFLICT: AFR says RICH (-0.37) but EGO says LEAN (+4.8%) — caution: mild disagreement
⚡ BLEND DIRECTION BLOCKED: Strong EGO (+4.8%) contradicts blended correction direction
EGO/AFR Agreement: 7% (signals blended)
Steady-State Quality: 59%
Avg MAT: 87°F
Status: LEAN
Samples: 9 valid, 7.3 fuel cut
Confidence Level: Low (99 hits) (9 samples)
Correction %: 0% (BLOCKED - blended signal contradicts strong EGO)
Suggested VE: 105
Full correction VE: 105

Cell: 3600 RPM x 70 kPa (Row 7, Col 7)
Current VE: 122
AFR Target: 13.66
AFR Actual (avg): 13.90
AFR Min/Max: 12.40 / 15.00
AFR Std Dev: 0.58
AFR Error: 0.24
EGO Correction (avg): 100.8%
EGO Correction (median): 100.0%
EGO Samples: 37 (12 effective)
EGO Deviation: +0.85%
VE Error (from EGO): +0.85%
EGO/AFR Agreement: 16% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 63%
Avg MAT: 85°F
Status: GOOD
Samples: 12 valid, 13.5 fuel cut
Confidence Level: Low (82 hits) (12 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 122
Full correction VE: 123

Cell: 4000 RPM x 70 kPa (Row 7, Col 8)
Current VE: 134
AFR Target: 13.69
AFR Actual (avg): 13.63
AFR Min/Max: 12.40 / 15.50
AFR Std Dev: 0.73
AFR Error: -0.06
EGO Correction (avg): 100.3%
EGO Correction (median): 100.6%
EGO Samples: 38 (7 effective)
EGO Deviation: +0.31%
VE Error (from EGO): +0.31%
EGO/AFR Agreement: 20% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 52%
Avg MAT: 81°F
Status: GOOD
Samples: 8 valid, 5.4 fuel cut
Confidence Level: Low (80 hits) (8 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 134
Full correction VE: 134

Cell: 4400 RPM x 70 kPa (Row 7, Col 9)
Current VE: 140
Original VE: 139 (before correction was applied)
AFR Target: 13.78
AFR Actual (avg): 14.20
AFR Min/Max: 12.40 / 15.50
AFR Std Dev: 0.78
AFR Error: 0.42
EGO Correction (avg): 102.7%
EGO Correction (median): 103.2%
EGO Samples: 32 (14 effective)
EGO Deviation: +2.74%
VE Error (from EGO): +2.74%
EGO/AFR Agreement: 34% (signals blended)
Steady-State Quality: 60%
Avg MAT: 75°F
Status: LEAN
Samples: 14 valid, 2.7 fuel cut
Confidence Level: Low (44 hits) (14 samples)
Correction %: 10.5% (EGO-driven)
Suggested VE: 140
Status: APPLIED (was 139 → now 140)
Full correction VE: 143

Cell: 4800 RPM x 70 kPa (Row 7, Col 10)
Current VE: 140
AFR Target: 13.74
AFR Actual (avg): 14.22
AFR Min/Max: 12.80 / 15.20
AFR Std Dev: 0.70
AFR Error: 0.48
EGO Correction (avg): 109.4%
EGO Correction (median): 109.4%
EGO Samples: 9 (1 effective)
EGO Deviation: +9.38%
VE Error (from EGO): +9.38%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 78%
Avg MAT: 78°F
Status: LEAN
Samples: 1 valid, 1.2 fuel cut
Confidence Level: Very Low (17 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 140
Full correction VE: 145

Cell: 5200 RPM x 70 kPa (Row 7, Col 11)
Current VE: 154
AFR Target: 14.05
AFR Actual (avg): 13.88
AFR Min/Max: 13.50 / 14.50
AFR Std Dev: 0.38
AFR Error: -0.17
EGO Correction (avg): 109.0%
EGO Correction (median): 107.8%
EGO Samples: 3 (0 effective)
EGO Deviation: +8.99%
VE Error (from EGO): +8.99%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 83°F
Status: no-data
Samples: 0 valid, 0.5 fuel cut
Confidence Level: Very Low (8 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 154
Full correction VE: 152

Cell: 5400 RPM x 70 kPa (Row 7, Col 12)
Current VE: 152
AFR Target: 14.00
AFR Actual (avg): 14.32
AFR Min/Max: 14.00 / 14.50
AFR Std Dev: 0.22
AFR Error: 0.32
EGO Correction (avg): 109.3%
EGO Correction (median): 111.0%
EGO Samples: 2 (1 effective)
EGO Deviation: +9.29%
VE Error (from EGO): +9.29%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 38%
Avg MAT: 81°F
Status: LEAN
Samples: 1 valid, 2.1 fuel cut
Confidence Level: Very Low (10 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 152
Full correction VE: 155

Cell: 5800 RPM x 70 kPa (Row 7, Col 13)
Current VE: 123
AFR Target: 13.90
AFR Actual (avg): 14.20
AFR Min/Max: 14.20 / 14.20
AFR Std Dev: 0.00
AFR Error: 0.30
EGO Correction (avg): 111.0%
EGO Correction (median): 111.0%
EGO Samples: 1 (0 effective)
EGO Deviation: +11.00%
VE Error (from EGO): +11.00%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 81°F
Status: no-data
Samples: 0 valid, 1.1 fuel cut
Confidence Level: Very Low (7 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 123
Full correction VE: 126

Cell: 800 RPM x 65 kPa (Row 8, Col 0)
Current VE: 71
AFR Target: 13.99
AFR Actual (avg): 16.35
AFR Min/Max: 14.20 / 17.30
AFR Std Dev: 0.85
AFR Error: 2.36 (trimmed: 2.46)
EGO Correction (avg): 97.8%
EGO Correction (median): 96.8%
EGO Samples: 21 (5 effective) (1 open-loop frames filtered)
EGO Deviation: -2.20%
VE Error (from EGO): -2.20%
⚡ AFR/EGO CONFLICT: AFR says LEAN (+2.46 [trimmed: +2.46, raw: +2.36]) but EGO says RICH (-2.2%) — BLOCKED: signals strongly disagree
   → CORRECTION BLOCKED (high-severity conflict)
EGO/AFR Agreement: 35% (signals blended)
Steady-State Quality: 57%
Avg MAT: 105°F
Status: RICH
Samples: 6 valid, 5.5 fuel cut
Confidence Level: Low (69 hits) (6 samples)
Correction %: 0% (BLOCKED - AFR/EGO direction conflict)
Suggested VE: 71
Full correction VE: 71

Cell: 1200 RPM x 65 kPa (Row 8, Col 1)
Current VE: 78
Original VE: 77 (before correction was applied)
AFR Target: 14.11
AFR Actual (avg): 15.34
AFR Min/Max: 12.40 / 17.30
AFR Std Dev: 1.16
AFR Error: 1.23 (trimmed: 1.30)
EGO Correction (avg): 99.9%
EGO Correction (median): 99.2%
EGO Samples: 44 (17 effective) (1 open-loop frames filtered)
EGO Deviation: -0.13%
VE Error (from EGO): -0.13%
EGO/AFR Agreement: 32% (signals blended)
Steady-State Quality: 56%
Avg MAT: 103°F
Status: GOOD
Samples: 18 valid, 13.5 fuel cut
Confidence Level: Low (126 hits) (18 samples)
Correction %: 19.1% (EGO-driven)
Suggested VE: 78
Status: APPLIED (was 77 → now 78)
Full correction VE: 82

Cell: 1600 RPM x 65 kPa (Row 8, Col 2)
Current VE: 111
Original VE: 110 (before correction was applied)
AFR Target: 14.35
AFR Actual (avg): 14.54
AFR Min/Max: 12.40 / 16.70
AFR Std Dev: 1.01
AFR Error: 0.19 (trimmed: 0.12)
EGO Correction (avg): 103.2%
EGO Correction (median): 103.2%
EGO Samples: 46 (13 effective) (1 open-loop frames filtered)
EGO Deviation: +3.18%
VE Error (from EGO): +3.18%
EGO/AFR Agreement: 37% (AFR neutral — EGO trusted at full weight)
🏘️ NEIGHBOR ANOMALY: VE 110 is 26% off neighbor avg 87
Steady-State Quality: 62%
Avg MAT: 95°F
Status: LEAN
Samples: 14 valid, 14.2 fuel cut
Confidence Level: Low (135 hits) (14 samples)
Correction %: 16.8% (EGO-driven)
Suggested VE: 111
Status: APPLIED (was 110 → now 111)
Full correction VE: 113

Cell: 2000 RPM x 65 kPa (Row 8, Col 3)
Current VE: 94
AFR Target: 14.50
AFR Actual (avg): 14.53
AFR Min/Max: 12.40 / 17.20
AFR Std Dev: 0.51
AFR Error: 0.03
EGO Correction (avg): 101.0%
EGO Correction (median): 100.8%
EGO Samples: 4657 (869 effective) (7 open-loop frames filtered)
EGO Deviation: +0.95%
VE Error (from EGO): +0.95%
EGO/AFR Agreement: 30% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 76%
Avg MAT: 72°F
Status: GOOD
Samples: 906 valid, 60.1 fuel cut
Confidence Level: High (6301 hits) (906 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 94
Full correction VE: 95

Cell: 2400 RPM x 65 kPa (Row 8, Col 4)
Current VE: 103
AFR Target: 14.50
AFR Actual (avg): 14.52
AFR Min/Max: 12.20 / 17.20
AFR Std Dev: 0.51
AFR Error: 0.02
EGO Correction (avg): 100.3%
EGO Correction (median): 100.0%
EGO Samples: 5471 (2096 effective) (8 open-loop frames filtered)
EGO Deviation: +0.29%
VE Error (from EGO): +0.29%
EGO/AFR Agreement: 30% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 76%
Avg MAT: 71°F
Status: GOOD
Samples: 2116 valid, 153.5 fuel cut
Confidence Level: High (6345 hits) (2116 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 103
Full correction VE: 103

Cell: 2800 RPM x 65 kPa (Row 8, Col 5)
Current VE: 97
Original VE: 96 (before correction was applied)
AFR Target: 14.37
AFR Actual (avg): 14.26
AFR Min/Max: 12.20 / 16.50
AFR Std Dev: 0.70
AFR Error: -0.10
EGO Correction (avg): 103.1%
EGO Correction (median): 104.0%
EGO Samples: 127 (40 effective)
EGO Deviation: +3.13%
VE Error (from EGO): +3.13%
EGO/AFR Agreement: 42% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 67%
Avg MAT: 84°F
Status: LEAN
Samples: 41 valid, 6.6 fuel cut
Confidence Level: Medium (183 hits) (41 samples)
Correction %: 29.8% (EGO-driven)
Suggested VE: 97
Status: APPLIED (was 96 → now 97)
Full correction VE: 99

Cell: 3200 RPM x 65 kPa (Row 8, Col 6)
Current VE: 104
Original VE: 103 (before correction was applied)
AFR Target: 14.17
AFR Actual (avg): 13.94
AFR Min/Max: 12.90 / 16.10
AFR Std Dev: 0.60
AFR Error: -0.23
EGO Correction (avg): 104.8%
EGO Correction (median): 105.6%
EGO Samples: 46 (11 effective)
EGO Deviation: +4.82%
VE Error (from EGO): +4.82%
EGO/AFR Agreement: 23% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 55%
Avg MAT: 90°F
Status: LEAN
Samples: 12 valid, 9.8 fuel cut
Confidence Level: Low (121 hits) (12 samples)
Correction %: 25.8% (EGO-driven)
Suggested VE: 104
Status: APPLIED (was 103 → now 104)
Full correction VE: 108

Cell: 3600 RPM x 65 kPa (Row 8, Col 7)
Current VE: 129
Original VE: 130 (before correction was applied)
AFR Target: 14.13
AFR Actual (avg): 13.77
AFR Min/Max: 12.90 / 15.30
AFR Std Dev: 0.53
AFR Error: -0.37
EGO Correction (avg): 99.0%
EGO Correction (median): 96.0%
EGO Samples: 40 (11 effective)
EGO Deviation: -0.97%
VE Error (from EGO): -0.97%
EGO/AFR Agreement: 28% (signals blended)
Steady-State Quality: 63%
Avg MAT: 82°F
Status: GOOD
Samples: 11 valid, 10.3 fuel cut
Confidence Level: Low (94 hits) (11 samples)
Correction %: 12.5% (EGO-driven)
Suggested VE: 129
Status: APPLIED (was 130 → now 129)
Full correction VE: 127

Cell: 4000 RPM x 65 kPa (Row 8, Col 8)
Current VE: 126
AFR Target: 14.11
AFR Actual (avg): 14.28
AFR Min/Max: 13.00 / 15.50
AFR Std Dev: 0.56
AFR Error: 0.18
EGO Correction (avg): 102.0%
EGO Correction (median): 101.6%
EGO Samples: 19 (5 effective)
EGO Deviation: +1.99%
VE Error (from EGO): +1.99%
Steady-State Quality: 48%
Avg MAT: 78°F
Status: LEAN
Samples: 5 valid, 9.6 fuel cut
Confidence Level: Low (71 hits) (5 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 126
Full correction VE: 128

Cell: 4400 RPM x 65 kPa (Row 8, Col 9)
Current VE: 150
Original VE: 149 (before correction was applied)
AFR Target: 14.05
AFR Actual (avg): 14.57
AFR Min/Max: 13.50 / 15.50
AFR Std Dev: 0.62
AFR Error: 0.52
EGO Correction (avg): 103.6%
EGO Correction (median): 104.0%
EGO Samples: 19 (5 effective)
EGO Deviation: +3.60%
VE Error (from EGO): +3.60%
Steady-State Quality: 50%
Avg MAT: 76°F
Status: LEAN
Samples: 5 valid, 4.6 fuel cut
Confidence Level: Low (37 hits) (5 samples)
Correction %: 13.8% (AFR fallback)
Suggested VE: 150
Status: APPLIED (was 149 → now 150)
Full correction VE: 155

Cell: 4800 RPM x 65 kPa (Row 8, Col 10)
Current VE: 130
AFR Target: 14.10
AFR Actual (avg): 14.17
AFR Min/Max: 13.50 / 15.00
AFR Std Dev: 0.52
AFR Error: 0.07
EGO Correction (avg): 109.2%
EGO Correction (median): 109.4%
EGO Samples: 5 (1 effective)
EGO Deviation: +9.18%
VE Error (from EGO): +9.18%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 28%
Avg MAT: 85°F
Status: GOOD
Samples: 2 valid, 2.4 fuel cut
Confidence Level: Very Low (15 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 130
Full correction VE: 131

Cell: 5200 RPM x 65 kPa (Row 8, Col 11)
Current VE: 124
AFR Target: 14.10
AFR Actual (avg): 13.82
AFR Min/Max: 13.50 / 14.50
AFR Std Dev: 0.46
AFR Error: -0.28
EGO Correction (avg): 108.9%
EGO Correction (median): 107.8%
EGO Samples: 4 (1 effective)
EGO Deviation: +8.85%
VE Error (from EGO): +8.85%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 49%
Avg MAT: 83°F
Status: GOOD
Samples: 1 valid, 1.4 fuel cut
Confidence Level: Very Low (10 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 124
Full correction VE: 122

Cell: 5400 RPM x 65 kPa (Row 8, Col 12)
Current VE: 112
AFR Target: 14.00
AFR Actual (avg): 14.42
AFR Min/Max: 14.00 / 14.50
AFR Std Dev: 0.28
AFR Error: 0.42
EGO Correction (avg): 107.1%
EGO Correction (median): 107.0%
EGO Samples: 2 (1 effective)
EGO Deviation: +7.10%
VE Error (from EGO): +7.10%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 25%
Avg MAT: 81°F
Status: LEAN
Samples: 1 valid, 1.6 fuel cut
Confidence Level: Very Low (8 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 112
Full correction VE: 115

Cell: 5800 RPM x 65 kPa (Row 8, Col 13)
Current VE: 105
AFR Target: 13.90
AFR Actual (avg): 14.20
AFR Min/Max: 14.20 / 14.20
AFR Std Dev: 0.00
AFR Error: 0.30
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 81°F
Status: no-data
Samples: 0 valid, 0.5 fuel cut
Confidence Level: Very Low (5 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 105
Full correction VE: 107

Cell: 800 RPM x 60 kPa (Row 9, Col 0)
Current VE: 68
AFR Target: 14.02
AFR Actual (avg): 15.55
AFR Min/Max: 13.20 / 17.40
AFR Std Dev: 1.25
AFR Error: 1.53 (trimmed: 1.59)
EGO Correction (avg): 96.8%
EGO Correction (median): 96.8%
EGO Samples: 64 (19 effective) (8 open-loop frames filtered)
EGO Deviation: -3.18%
VE Error (from EGO): -3.18%
⚡ AFR/EGO CONFLICT: AFR says LEAN (+1.59 [trimmed: +1.59, raw: +1.53]) but EGO says RICH (-3.2%) — BLOCKED: signals strongly disagree
   → CORRECTION BLOCKED (high-severity conflict)
📊 HIGH SCATTER: StdDev 1.25 → correction scaled ×0.67
EGO/AFR Agreement: 19% (signals blended)
Steady-State Quality: 55%
Avg MAT: 106°F
Status: RICH
Samples: 28 valid, 10.1 fuel cut
Confidence Level: Medium (159 hits) (28 samples)
Correction %: 0% (BLOCKED - AFR/EGO direction conflict)
Suggested VE: 68
Full correction VE: 68

Cell: 1200 RPM x 60 kPa (Row 9, Col 1)
Current VE: 75
Original VE: 74 (before correction was applied)
AFR Target: 14.17
AFR Actual (avg): 15.46
AFR Min/Max: 13.20 / 17.40
AFR Std Dev: 1.18
AFR Error: 1.29
EGO Correction (avg): 102.1%
EGO Correction (median): 101.6%
EGO Samples: 78 (31 effective) (6 open-loop frames filtered)
EGO Deviation: +2.08%
VE Error (from EGO): +2.08%
EGO/AFR Agreement: 55%
Steady-State Quality: 61%
Avg MAT: 104°F
Status: LEAN
Samples: 38 valid, 44.5 fuel cut
Confidence Level: Medium (237 hits) (38 samples)
Correction %: 12.9% (EGO-driven)
Suggested VE: 75
Status: APPLIED (was 74 → now 75)
Full correction VE: 76

Cell: 1600 RPM x 60 kPa (Row 9, Col 2)
Current VE: 100
AFR Target: 14.48
AFR Actual (avg): 14.70
AFR Min/Max: 13.40 / 16.90
AFR Std Dev: 0.93
AFR Error: 0.22 (trimmed: 0.10)
EGO Correction (avg): 100.9%
EGO Correction (median): 100.8%
EGO Samples: 55 (12 effective) (1 open-loop frames filtered)
EGO Deviation: +0.92%
VE Error (from EGO): +0.92%
EGO/AFR Agreement: 63%
🏘️ NEIGHBOR ANOMALY: VE 100 is 15% off neighbor avg 87
Steady-State Quality: 63%
Avg MAT: 97°F
Status: GOOD
Samples: 13 valid, 15.7 fuel cut
Confidence Level: Low (168 hits) (13 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 100
Full correction VE: 101

Cell: 2000 RPM x 60 kPa (Row 9, Col 3)
Current VE: 88
Original VE: 87 (before correction was applied)
AFR Target: 14.52
AFR Actual (avg): 14.53
AFR Min/Max: 12.30 / 17.20
AFR Std Dev: 0.53
AFR Error: 0.01
EGO Correction (avg): 101.6%
EGO Correction (median): 101.6%
EGO Samples: 3358 (609 effective) (3 open-loop frames filtered)
EGO Deviation: +1.63%
VE Error (from EGO): +1.63%
EGO/AFR Agreement: 37% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 76%
Avg MAT: 74°F
Status: LEAN
Samples: 639 valid, 43.6 fuel cut
Confidence Level: High (4749 hits) (639 samples)
Correction %: 25.0% (EGO-driven)
Suggested VE: 88
Status: APPLIED (was 87 → now 88)
Full correction VE: 88

Cell: 2400 RPM x 60 kPa (Row 9, Col 4)
Current VE: 103
AFR Target: 14.52
AFR Actual (avg): 14.54
AFR Min/Max: 12.30 / 17.20
AFR Std Dev: 0.53
AFR Error: 0.02
EGO Correction (avg): 100.5%
EGO Correction (median): 100.8%
EGO Samples: 4190 (1573 effective) (4 open-loop frames filtered)
EGO Deviation: +0.52%
VE Error (from EGO): +0.52%
EGO/AFR Agreement: 35% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 76%
Avg MAT: 73°F
Status: GOOD
Samples: 1587 valid, 98.2 fuel cut
Confidence Level: High (4856 hits) (1587 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 103
Full correction VE: 104

Cell: 2800 RPM x 60 kPa (Row 9, Col 5)
Current VE: 96
AFR Target: 14.49
AFR Actual (avg): 14.63
AFR Min/Max: 12.90 / 17.00
AFR Std Dev: 0.66
AFR Error: 0.14 (trimmed: 0.09)
EGO Correction (avg): 100.3%
EGO Correction (median): 102.4%
EGO Samples: 134 (50 effective)
EGO Deviation: +0.30%
VE Error (from EGO): +0.30%
EGO/AFR Agreement: 34% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 71%
Avg MAT: 84°F
Status: GOOD
Samples: 51 valid, 6.3 fuel cut
Confidence Level: Medium (228 hits) (51 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 96
Full correction VE: 96

Cell: 3200 RPM x 60 kPa (Row 9, Col 6)
Current VE: 99
Original VE: 98 (before correction was applied)
AFR Target: 14.37
AFR Actual (avg): 14.37
AFR Min/Max: 12.90 / 16.10
AFR Std Dev: 0.62
AFR Error: 0.00
EGO Correction (avg): 104.4%
EGO Correction (median): 106.2%
EGO Samples: 45 (15 effective)
EGO Deviation: +4.38%
VE Error (from EGO): +4.38%
EGO/AFR Agreement: 76%
Steady-State Quality: 61%
Avg MAT: 92°F
Status: LEAN
Samples: 16 valid, 5.9 fuel cut
Confidence Level: Low (113 hits) (16 samples)
Correction %: 25.5% (EGO-driven)
Suggested VE: 99
Status: APPLIED (was 98 → now 99)
Full correction VE: 102

Cell: 3600 RPM x 60 kPa (Row 9, Col 7)
Current VE: 113
AFR Target: 14.32
AFR Actual (avg): 14.36
AFR Min/Max: 12.90 / 15.40
AFR Std Dev: 0.50
AFR Error: 0.04
EGO Correction (avg): 100.2%
EGO Correction (median): 100.0%
EGO Samples: 70 (30 effective)
EGO Deviation: +0.16%
VE Error (from EGO): +0.16%
EGO/AFR Agreement: 39% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 67%
Avg MAT: 78°F
Status: GOOD
Samples: 30 valid, 8.6 fuel cut
Confidence Level: Medium (123 hits) (30 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 113
Full correction VE: 113

Cell: 4000 RPM x 60 kPa (Row 9, Col 8)
Current VE: 137
AFR Target: 14.33
AFR Actual (avg): 14.34
AFR Min/Max: 13.00 / 15.50
AFR Std Dev: 0.52
AFR Error: 0.01
EGO Correction (avg): 100.3%
EGO Correction (median): 100.0%
EGO Samples: 67 (16 effective)
EGO Deviation: +0.34%
VE Error (from EGO): +0.34%
EGO/AFR Agreement: 22% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 68%
Avg MAT: 76°F
Status: GOOD
Samples: 16 valid, 11.6 fuel cut
Confidence Level: Low (106 hits) (16 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 137
Full correction VE: 137

Cell: 4400 RPM x 60 kPa (Row 9, Col 9)
Current VE: 131
AFR Target: 14.39
AFR Actual (avg): 14.53
AFR Min/Max: 13.50 / 15.50
AFR Std Dev: 0.44
AFR Error: 0.14
EGO Correction (avg): 101.9%
EGO Correction (median): 100.0%
EGO Samples: 14 (4 effective)
EGO Deviation: +1.91%
VE Error (from EGO): +1.91%
EGO/AFR Agreement: 42%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 52%
Avg MAT: 82°F
Status: GOOD
Samples: 4 valid, 6.6 fuel cut
Confidence Level: Very Low (50 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 131
Full correction VE: 132

Cell: 4800 RPM x 60 kPa (Row 9, Col 10)
Current VE: 135
AFR Target: 14.36
AFR Actual (avg): 15.19
AFR Min/Max: 14.20 / 15.90
AFR Std Dev: 0.71
AFR Error: 0.83
EGO Correction (avg): 109.4%
EGO Correction (median): 109.6%
EGO Samples: 5 (2 effective)
EGO Deviation: +9.39%
VE Error (from EGO): +9.39%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 46%
Avg MAT: 82°F
Status: LEAN
Samples: 2 valid, 2.7 fuel cut
Confidence Level: Very Low (18 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 135
Full correction VE: 143

Cell: 5200 RPM x 60 kPa (Row 9, Col 11)
Current VE: 120
AFR Target: 14.30
AFR Actual (avg): 14.72
AFR Min/Max: 14.30 / 15.90
AFR Std Dev: 0.67
AFR Error: 0.42
EGO Correction (avg): 111.5%
EGO Correction (median): 112.0%
EGO Samples: 5 (2 effective)
EGO Deviation: +11.49%
VE Error (from EGO): +11.49%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 59%
Avg MAT: 80°F
Status: LEAN
Samples: 2 valid, 1.9 fuel cut
Confidence Level: Very Low (10 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 120
Full correction VE: 124

Cell: 5400 RPM x 60 kPa (Row 9, Col 12)
Current VE: 106
AFR Target: 14.30
AFR Actual (avg): 15.07
AFR Min/Max: 14.30 / 15.50
AFR Std Dev: 0.58
AFR Error: 0.77
EGO Correction (avg): 112.4%
EGO Correction (median): 112.8%
EGO Samples: 3 (1 effective)
EGO Deviation: +12.39%
VE Error (from EGO): +12.39%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 59%
Avg MAT: 80°F
Status: LEAN
Samples: 1 valid, 0.9 fuel cut
Confidence Level: Very Low (4 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 106
Full correction VE: 112

Cell: 800 RPM x 55 kPa (Row 10, Col 0)
Current VE: 52
Original VE: 53 (before correction was applied)
AFR Target: 14.18
AFR Actual (avg): 14.98
AFR Min/Max: 13.00 / 17.40
AFR Std Dev: 1.12
AFR Error: 0.80
EGO Correction (avg): 95.7%
EGO Correction (median): 95.0%
EGO Samples: 167 (56 effective) (7 open-loop frames filtered)
EGO Deviation: -4.31%
VE Error (from EGO): -4.31%
⚡ AFR/EGO CONFLICT: AFR says LEAN (+0.77) but EGO says RICH (-4.3%) — BLOCKED: signals strongly disagree [v9: downgraded — 56 EGO samples + 150ms delay model]
⚡ BLEND CL OVERRIDE: CL override: 56 EGO samples → 15% cautious correction in EGO direction
EGO/AFR Agreement: 22% (signals blended)
🏘️ NEIGHBOR ANOMALY: VE 53 is 18% off neighbor avg 65
Steady-State Quality: 60%
Avg MAT: 107°F
Status: RICH
Samples: 64 valid, 16 fuel cut
Confidence Level: Medium (297 hits) (64 samples)
Correction %: 31.9% (EGO-driven) [DIRECTION OVERRIDDEN BY EGO]
Suggested VE: 52
Status: APPLIED (was 53 → now 52)
Full correction VE: 53

Cell: 1200 RPM x 55 kPa (Row 10, Col 1)
Current VE: 69
Original VE: 68 (before correction was applied)
AFR Target: 14.32
AFR Actual (avg): 15.26
AFR Min/Max: 13.00 / 17.40
AFR Std Dev: 1.03
AFR Error: 0.94
EGO Correction (avg): 99.0%
EGO Correction (median): 99.0%
EGO Samples: 211 (63 effective) (6 open-loop frames filtered)
EGO Deviation: -1.00%
VE Error (from EGO): -1.00%
EGO/AFR Agreement: 30% (signals blended)
Steady-State Quality: 63%
Avg MAT: 104°F
Status: GOOD
Samples: 70 valid, 42 fuel cut
Confidence Level: Medium (439 hits) (70 samples)
Correction %: 40.6% (EGO-driven)
Suggested VE: 69
Status: APPLIED (was 68 → now 69)
Full correction VE: 71

Cell: 1600 RPM x 55 kPa (Row 10, Col 2)
Current VE: 95
AFR Target: 14.60
AFR Actual (avg): 14.72
AFR Min/Max: 13.60 / 17.20
AFR Std Dev: 0.96
AFR Error: 0.12 (trimmed: 0.01)
EGO Correction (avg): 98.9%
EGO Correction (median): 99.2%
EGO Samples: 81 (21 effective) (0 open-loop frames filtered)
EGO Deviation: -1.08%
VE Error (from EGO): -1.08%
EGO/AFR Agreement: 64%
🏘️ NEIGHBOR ANOMALY: VE 95 is 16% off neighbor avg 82
Steady-State Quality: 63%
Avg MAT: 95°F
Status: RICH
Samples: 22 valid, 38.6 fuel cut
Confidence Level: Medium (262 hits) (22 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 95
Full correction VE: 94

Cell: 2000 RPM x 55 kPa (Row 10, Col 3)
Current VE: 90
AFR Target: 14.58
AFR Actual (avg): 14.60
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.54
AFR Error: 0.02
EGO Correction (avg): 101.4%
EGO Correction (median): 101.6%
EGO Samples: 2846 (555 effective) (1 open-loop frames filtered)
EGO Deviation: +1.38%
VE Error (from EGO): +1.38%
EGO/AFR Agreement: 37% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 77%
Avg MAT: 75°F
Status: LEAN
Samples: 581 valid, 54.6 fuel cut
Confidence Level: High (4111 hits) (581 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 90
Full correction VE: 91

Cell: 2400 RPM x 55 kPa (Row 10, Col 4)
Current VE: 99
AFR Target: 14.57
AFR Actual (avg): 14.57
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.54
AFR Error: -0.00
EGO Correction (avg): 100.4%
EGO Correction (median): 100.8%
EGO Samples: 3621 (1328 effective) (3 open-loop frames filtered)
EGO Deviation: +0.40%
VE Error (from EGO): +0.40%
EGO/AFR Agreement: 35% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 76%
Avg MAT: 74°F
Status: GOOD
Samples: 1339 valid, 79.1 fuel cut
Confidence Level: High (4155 hits) (1339 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 99
Full correction VE: 99

Cell: 2800 RPM x 55 kPa (Row 10, Col 5)
Current VE: 95
Original VE: 94 (before correction was applied)
AFR Target: 14.54
AFR Actual (avg): 14.37
AFR Min/Max: 12.90 / 17.20
AFR Std Dev: 0.87
AFR Error: -0.17 (trimmed: -0.29)
EGO Correction (avg): 103.6%
EGO Correction (median): 104.8%
EGO Samples: 86 (28 effective)
EGO Deviation: +3.64%
VE Error (from EGO): +3.64%
EGO/AFR Agreement: 24% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 71%
Avg MAT: 88°F
Status: LEAN
Samples: 30 valid, 10 fuel cut
Confidence Level: Medium (196 hits) (30 samples)
Correction %: 27.1% (EGO-driven)
Suggested VE: 95
Status: APPLIED (was 94 → now 95)
Full correction VE: 97

Cell: 3200 RPM x 55 kPa (Row 10, Col 6)
Current VE: 97
AFR Target: 14.49
AFR Actual (avg): 14.12
AFR Min/Max: 12.90 / 17.10
AFR Std Dev: 0.77
AFR Error: -0.37
EGO Correction (avg): 102.7%
EGO Correction (median): 105.6%
EGO Samples: 53 (14 effective)
EGO Deviation: +2.69%
VE Error (from EGO): +2.69%
⚡ AFR/EGO CONFLICT: AFR says RICH (-0.41) but EGO says LEAN (+2.7%) — caution: mild disagreement
EGO/AFR Agreement: 29% (signals blended)
Steady-State Quality: 72%
Avg MAT: 89°F
Status: LEAN
Samples: 15 valid, 4.2 fuel cut
Confidence Level: Low (88 hits) (15 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 97
Full correction VE: 97

Cell: 3600 RPM x 55 kPa (Row 10, Col 7)
Current VE: 118
Original VE: 119 (before correction was applied)
AFR Target: 14.38
AFR Actual (avg): 14.44
AFR Min/Max: 13.00 / 15.40
AFR Std Dev: 0.47
AFR Error: 0.06
EGO Correction (avg): 95.7%
EGO Correction (median): 95.2%
EGO Samples: 44 (15 effective)
EGO Deviation: -4.29%
VE Error (from EGO): -4.29%
EGO/AFR Agreement: 45% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 76%
Avg MAT: 77°F
Status: RICH
Samples: 15 valid, 6.3 fuel cut
Confidence Level: Low (79 hits) (15 samples)
Correction %: 27.5% (EGO-driven)
Suggested VE: 118
Status: APPLIED (was 119 → now 118)
Full correction VE: 114

Cell: 4000 RPM x 55 kPa (Row 10, Col 8)
Current VE: 127
Original VE: 128 (before correction was applied)
AFR Target: 14.37
AFR Actual (avg): 14.54
AFR Min/Max: 13.00 / 15.40
AFR Std Dev: 0.45
AFR Error: 0.17
EGO Correction (avg): 97.4%
EGO Correction (median): 97.6%
EGO Samples: 38 (13 effective)
EGO Deviation: -2.61%
VE Error (from EGO): -2.61%
Steady-State Quality: 69%
Avg MAT: 75°F
Status: RICH
Samples: 14 valid, 6.3 fuel cut
Confidence Level: Low (79 hits) (14 samples)
Correction %: 12.5% (EGO-driven)
Suggested VE: 127
Status: APPLIED (was 128 → now 127)
Full correction VE: 125

Cell: 4400 RPM x 55 kPa (Row 10, Col 9)
Current VE: 143
AFR Target: 14.46
AFR Actual (avg): 14.62
AFR Min/Max: 14.20 / 15.50
AFR Std Dev: 0.27
AFR Error: 0.16
EGO Correction (avg): 101.1%
EGO Correction (median): 99.2%
EGO Samples: 18 (5 effective)
EGO Deviation: +1.15%
VE Error (from EGO): +1.15%
EGO/AFR Agreement: 68%
Steady-State Quality: 58%
Avg MAT: 79°F
Status: LEAN
Samples: 5 valid, 4.7 fuel cut
Confidence Level: Low (36 hits) (5 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 143
Full correction VE: 145

Cell: 4800 RPM x 55 kPa (Row 10, Col 10)
Current VE: 111
AFR Target: 14.44
AFR Actual (avg): 15.01
AFR Min/Max: 14.20 / 15.90
AFR Std Dev: 0.66
AFR Error: 0.57
EGO Correction (avg): 105.0%
EGO Correction (median): 105.6%
EGO Samples: 4 (1 effective)
EGO Deviation: +5.01%
VE Error (from EGO): +5.01%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 45%
Avg MAT: 83°F
Status: LEAN
Samples: 1 valid, 1.5 fuel cut
Confidence Level: Very Low (14 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 111
Full correction VE: 115

Cell: 5200 RPM x 55 kPa (Row 10, Col 11)
Current VE: 104
AFR Target: 14.30
AFR Actual (avg): 14.65
AFR Min/Max: 14.30 / 15.90
AFR Std Dev: 0.78
AFR Error: 0.35
EGO Correction (avg): 111.8%
EGO Correction (median): 112.0%
EGO Samples: 3 (0 effective)
EGO Deviation: +11.78%
VE Error (from EGO): +11.78%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 80°F
Status: no-data
Samples: 0 valid, 0.5 fuel cut
Confidence Level: Very Low (8 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 104
Full correction VE: 107

Cell: 5400 RPM x 55 kPa (Row 10, Col 12)
Current VE: 92
AFR Target: 14.30
AFR Actual (avg): 15.09
AFR Min/Max: 14.30 / 15.50
AFR Std Dev: 0.59
AFR Error: 0.79
EGO Correction (avg): 112.5%
EGO Correction (median): 112.8%
EGO Samples: 2 (0 effective)
EGO Deviation: +12.47%
VE Error (from EGO): +12.47%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 80°F
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: Very Low (5 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 92
Full correction VE: 97

Cell: 800 RPM x 50 kPa (Row 11, Col 0)
Current VE: 54
Original VE: 55 (before correction was applied)
AFR Target: 14.37
AFR Actual (avg): 14.61
AFR Min/Max: 13.00 / 17.20
AFR Std Dev: 1.09
AFR Error: 0.24
EGO Correction (avg): 95.9%
EGO Correction (median): 95.2%
EGO Samples: 235 (77 effective) (2 open-loop frames filtered)
EGO Deviation: -4.07%
VE Error (from EGO): -4.07%
EGO/AFR Agreement: 41% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 68%
Avg MAT: 109°F
Status: RICH
Samples: 80 valid, 27.5 fuel cut
Confidence Level: Medium (394 hits) (80 samples)
Correction %: 39.5% (EGO-driven)
Suggested VE: 54
Status: APPLIED (was 55 → now 54)
Full correction VE: 53

Cell: 1200 RPM x 50 kPa (Row 11, Col 1)
Current VE: 59
Original VE: 60 (before correction was applied)
AFR Target: 14.49
AFR Actual (avg): 15.27
AFR Min/Max: 11.60 / 17.30
AFR Std Dev: 1.07
AFR Error: 0.78
EGO Correction (avg): 97.4%
EGO Correction (median): 96.8%
EGO Samples: 413 (141 effective) (4 open-loop frames filtered)
EGO Deviation: -2.61%
VE Error (from EGO): -2.61%
⚡ AFR/EGO CONFLICT: AFR says LEAN (+0.81) but EGO says RICH (-2.6%) — BLOCKED: signals strongly disagree [v9: downgraded — 141 EGO samples + 150ms delay model]
⚡ BLEND CL OVERRIDE: CL override: 141 EGO samples → 15% cautious correction in EGO direction
EGO/AFR Agreement: 33% (signals blended)
🏘️ NEIGHBOR ANOMALY: VE 60 is 16% off neighbor avg 72
Steady-State Quality: 67%
Avg MAT: 105°F
Status: RICH
Samples: 145 valid, 42.3 fuel cut
Confidence Level: High (645 hits) (145 samples)
Correction %: 18.1% (EGO-driven) [DIRECTION OVERRIDDEN BY EGO]
Suggested VE: 59
Status: APPLIED (was 60 → now 59)
Full correction VE: 60

Cell: 1600 RPM x 50 kPa (Row 11, Col 2)
Current VE: 90
Original VE: 89 (before correction was applied)
AFR Target: 14.66
AFR Actual (avg): 15.36
AFR Min/Max: 11.60 / 17.30
AFR Std Dev: 1.01
AFR Error: 0.70 (trimmed: 0.78)
EGO Correction (avg): 98.5%
EGO Correction (median): 97.6%
EGO Samples: 156 (32 effective) (2 open-loop frames filtered)
EGO Deviation: -1.52%
VE Error (from EGO): -1.52%
⚡ AFR/EGO CONFLICT: AFR says LEAN (+0.78 [trimmed: +0.78, raw: +0.70]) but EGO says RICH (-1.5%) — BLOCKED: signals strongly disagree
   → CL OVERRIDE: CL override: 32 EGO samples → 15% cautious correction in EGO direction
EGO/AFR Agreement: 37% (signals blended)
🏘️ NEIGHBOR ANOMALY: VE 89 is 16% off neighbor avg 77
Steady-State Quality: 65%
Avg MAT: 101°F
Status: RICH
Samples: 36 valid, 40.3 fuel cut
Confidence Level: Medium (390 hits) (36 samples)
Correction %: 2.1% (EGO-driven)
Suggested VE: 90
Status: APPLIED (was 89 → now 90)
Full correction VE: 91

Cell: 2000 RPM x 50 kPa (Row 11, Col 3)
Current VE: 87
Original VE: 86 (before correction was applied)
AFR Target: 14.60
AFR Actual (avg): 14.67
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.61
AFR Error: 0.07
EGO Correction (avg): 102.0%
EGO Correction (median): 101.6%
EGO Samples: 2248 (453 effective) (4 open-loop frames filtered)
EGO Deviation: +1.95%
VE Error (from EGO): +1.95%
EGO/AFR Agreement: 41% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 77%
Avg MAT: 78°F
Status: LEAN
Samples: 472 valid, 43.2 fuel cut
Confidence Level: High (3085 hits) (472 samples)
Correction %: 23.2% (EGO-driven)
Suggested VE: 87
Status: APPLIED (was 86 → now 87)
Full correction VE: 88

Cell: 2400 RPM x 50 kPa (Row 11, Col 4)
Current VE: 95
AFR Target: 14.60
AFR Actual (avg): 14.62
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.62
AFR Error: 0.02
EGO Correction (avg): 100.7%
EGO Correction (median): 100.8%
EGO Samples: 2657 (1042 effective) (6 open-loop frames filtered)
EGO Deviation: +0.66%
VE Error (from EGO): +0.66%
EGO/AFR Agreement: 36% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 77%
Avg MAT: 76°F
Status: GOOD
Samples: 1054 valid, 41.1 fuel cut
Confidence Level: High (3060 hits) (1054 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 95
Full correction VE: 96

Cell: 2800 RPM x 50 kPa (Row 11, Col 5)
Current VE: 94
AFR Target: 14.59
AFR Actual (avg): 14.77
AFR Min/Max: 12.70 / 17.20
AFR Std Dev: 1.07
AFR Error: 0.18
EGO Correction (avg): 100.4%
EGO Correction (median): 99.2%
EGO Samples: 47 (15 effective)
EGO Deviation: +0.37%
VE Error (from EGO): +0.37%
EGO/AFR Agreement: 29% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 57%
Avg MAT: 87°F
Status: GOOD
Samples: 16 valid, 15.7 fuel cut
Confidence Level: Low (139 hits) (16 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 94
Full correction VE: 94

Cell: 3200 RPM x 50 kPa (Row 11, Col 6)
Current VE: 86
AFR Target: 14.57
AFR Actual (avg): 14.43
AFR Min/Max: 12.70 / 17.10
AFR Std Dev: 1.21
AFR Error: -0.14 (trimmed: -0.20)
EGO Correction (avg): 105.0%
EGO Correction (median): 108.6%
EGO Samples: 12 (1 effective)
EGO Deviation: +5.05%
VE Error (from EGO): +5.05%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 80%
Avg MAT: 91°F
Status: GOOD
Samples: 1 valid, 7.3 fuel cut
Confidence Level: Very Low (60 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 86
Full correction VE: 85

Cell: 3600 RPM x 50 kPa (Row 11, Col 7)
Current VE: 107
AFR Target: 14.70
AFR Actual (avg): 15.13
AFR Min/Max: 14.60 / 16.00
AFR Std Dev: 0.50
AFR Error: 0.43
EGO Correction (avg): 104.5%
EGO Correction (median): 104.8%
EGO Samples: 5 (0 effective)
EGO Deviation: +4.49%
VE Error (from EGO): +4.49%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 77°F
Status: no-data
Samples: 0 valid, 4.4 fuel cut
Confidence Level: Very Low (24 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 107
Full correction VE: 110

Cell: 4000 RPM x 50 kPa (Row 11, Col 8)
Current VE: 125
AFR Target: 14.68
AFR Actual (avg): 15.16
AFR Min/Max: 14.60 / 16.00
AFR Std Dev: 0.45
AFR Error: 0.48
EGO Correction (avg): 100.6%
EGO Correction (median): 100.0%
EGO Samples: 3 (1 effective)
EGO Deviation: +0.56%
VE Error (from EGO): +0.56%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 48%
Avg MAT: 91°F
Status: LEAN
Samples: 2 valid, 4.7 fuel cut
Confidence Level: Very Low (22 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 125
Full correction VE: 129

Cell: 4400 RPM x 50 kPa (Row 11, Col 9)
Current VE: 132
AFR Target: 14.60
AFR Actual (avg): 15.32
AFR Min/Max: 14.90 / 15.40
AFR Std Dev: 0.30
AFR Error: 0.72
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 92°F
Status: no-data
Samples: 0 valid, 0.7 fuel cut
Confidence Level: Very Low (6 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 132
Full correction VE: 138

Cell: 4800 RPM x 50 kPa (Row 11, Col 10)
Current VE: 122
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 122
Full correction VE: 122

Cell: 5200 RPM x 50 kPa (Row 11, Col 11)
Current VE: 106
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.7 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 106
Full correction VE: 106

Cell: 5400 RPM x 50 kPa (Row 11, Col 12)
Current VE: 80
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.3 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 80
Full correction VE: 80

Cell: 5800 RPM x 50 kPa (Row 11, Col 13)
Current VE: 67
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.7 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 67
Full correction VE: 67

Cell: 6200 RPM x 50 kPa (Row 11, Col 14)
Current VE: 65
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1.1 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 65
Full correction VE: 65

Cell: 6600 RPM x 50 kPa (Row 11, Col 15)
Current VE: 69
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.2 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 69
Full correction VE: 69

Cell: 800 RPM x 45 kPa (Row 12, Col 0)
Current VE: 66
Original VE: 67 (before correction was applied)
AFR Target: 14.50
AFR Actual (avg): 14.26
AFR Min/Max: 13.00 / 17.20
AFR Std Dev: 1.03
AFR Error: -0.24 (trimmed: -0.33)
EGO Correction (avg): 96.6%
EGO Correction (median): 96.8%
EGO Samples: 129 (26 effective) (2 open-loop frames filtered)
EGO Deviation: -3.45%
VE Error (from EGO): -3.45%
EGO/AFR Agreement: 69%
🏘️ NEIGHBOR ANOMALY: VE 67 is 20% off neighbor avg 56
Steady-State Quality: 61%
Avg MAT: 108°F
Status: RICH
Samples: 29 valid, 32.8 fuel cut
Confidence Level: Medium (335 hits) (29 samples)
Correction %: 24.9% (EGO-driven)
Suggested VE: 66
Status: APPLIED (was 67 → now 66)
Full correction VE: 65

Cell: 1200 RPM x 45 kPa (Row 12, Col 1)
Current VE: 56
Original VE: 57 (before correction was applied)
AFR Target: 14.62
AFR Actual (avg): 14.76
AFR Min/Max: 11.60 / 17.30
AFR Std Dev: 1.02
AFR Error: 0.13
EGO Correction (avg): 97.7%
EGO Correction (median): 97.6%
EGO Samples: 434 (173 effective) (27 open-loop frames filtered)
EGO Deviation: -2.31%
VE Error (from EGO): -2.31%
EGO/AFR Agreement: 43% (AFR neutral — EGO trusted at full weight)
🏘️ NEIGHBOR ANOMALY: VE 57 is 17% off neighbor avg 69
Steady-State Quality: 66%
Avg MAT: 104°F
Status: RICH
Samples: 201 valid, 70.9 fuel cut
Confidence Level: High (865 hits) (201 samples)
Correction %: 18.6% (EGO-driven)
Suggested VE: 56
Status: APPLIED (was 57 → now 56)
Full correction VE: 56

Cell: 1600 RPM x 45 kPa (Row 12, Col 2)
Current VE: 90
AFR Target: 14.69
AFR Actual (avg): 14.80
AFR Min/Max: 11.60 / 17.30
AFR Std Dev: 0.96
AFR Error: 0.11
EGO Correction (avg): 99.6%
EGO Correction (median): 99.2%
EGO Samples: 328 (96 effective) (29 open-loop frames filtered)
EGO Deviation: -0.39%
VE Error (from EGO): -0.39%
EGO/AFR Agreement: 36% (AFR neutral — EGO trusted at full weight)
🏘️ NEIGHBOR ANOMALY: VE 90 is 27% off neighbor avg 71
Steady-State Quality: 67%
Avg MAT: 100°F
Status: GOOD
Samples: 126 valid, 49.4 fuel cut
Confidence Level: High (760 hits) (126 samples)
Correction %: 0.0% (EGO-driven)
Suggested VE: 90
Full correction VE: 90

Cell: 2000 RPM x 45 kPa (Row 12, Col 3)
Current VE: 68
Original VE: 67 (before correction was applied)
AFR Target: 14.64
AFR Actual (avg): 14.98
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.73
AFR Error: 0.34
EGO Correction (avg): 103.4%
EGO Correction (median): 103.2%
EGO Samples: 1182 (231 effective) (13 open-loop frames filtered)
EGO Deviation: +3.39%
VE Error (from EGO): +3.39%
EGO/AFR Agreement: 62%
🏘️ NEIGHBOR ANOMALY: VE 67 is 21% off neighbor avg 85
Steady-State Quality: 74%
Avg MAT: 82°F
Status: LEAN
Samples: 252 valid, 47.2 fuel cut
Confidence Level: High (1734 hits) (252 samples)
Correction %: 39.0% (EGO-driven)
Suggested VE: 68
Status: APPLIED (was 67 → now 68)
Full correction VE: 69

Cell: 2400 RPM x 45 kPa (Row 12, Col 4)
Current VE: 88
Original VE: 87 (before correction was applied)
AFR Target: 14.64
AFR Actual (avg): 14.85
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.71
AFR Error: 0.21
EGO Correction (avg): 101.8%
EGO Correction (median): 101.6%
EGO Samples: 1373 (517 effective) (4 open-loop frames filtered)
EGO Deviation: +1.83%
VE Error (from EGO): +1.83%
EGO/AFR Agreement: 51%
Steady-State Quality: 75%
Avg MAT: 77°F
Status: LEAN
Samples: 525 valid, 25.6 fuel cut
Confidence Level: High (1662 hits) (525 samples)
Correction %: 21.9% (EGO-driven)
Suggested VE: 88
Status: APPLIED (was 87 → now 88)
Full correction VE: 89

Cell: 2800 RPM x 45 kPa (Row 12, Col 5)
Current VE: 80
Original VE: 79 (before correction was applied)
AFR Target: 14.65
AFR Actual (avg): 14.68
AFR Min/Max: 12.70 / 17.10
AFR Std Dev: 0.65
AFR Error: 0.03
EGO Correction (avg): 102.0%
EGO Correction (median): 101.6%
EGO Samples: 120 (39 effective)
EGO Deviation: +2.04%
VE Error (from EGO): +2.04%
EGO/AFR Agreement: 53%
Steady-State Quality: 74%
Avg MAT: 88°F
Status: LEAN
Samples: 40 valid, 16.8 fuel cut
Confidence Level: Medium (213 hits) (40 samples)
Correction %: 17.0% (EGO-driven)
Suggested VE: 80
Status: APPLIED (was 79 → now 80)
Full correction VE: 81

Cell: 3200 RPM x 45 kPa (Row 12, Col 6)
Current VE: 78
AFR Target: 14.68
AFR Actual (avg): 14.85
AFR Min/Max: 12.70 / 16.50
AFR Std Dev: 0.87
AFR Error: 0.17
EGO Correction (avg): 98.0%
EGO Correction (median): 95.2%
EGO Samples: 16 (2 effective)
EGO Deviation: -1.97%
VE Error (from EGO): -1.97%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 61%
Avg MAT: 83°F
Status: GOOD
Samples: 3 valid, 6.4 fuel cut
Confidence Level: Very Low (91 hits) (3 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 78
Full correction VE: 79

Cell: 3600 RPM x 45 kPa (Row 12, Col 7)
Current VE: 118
Original VE: 117 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 14.80
AFR Min/Max: 14.10 / 16.10
AFR Std Dev: 0.78
AFR Error: 0.10 (trimmed: 0.03)
EGO Correction (avg): 103.0%
EGO Correction (median): 103.2%
EGO Samples: 17 (8 effective)
EGO Deviation: +2.95%
VE Error (from EGO): +2.95%
EGO/AFR Agreement: 28% (AFR neutral — EGO trusted at full weight)
🏘️ NEIGHBOR ANOMALY: VE 117 is 22% off neighbor avg 96
Steady-State Quality: 69%
Avg MAT: 78°F
Status: LEAN
Samples: 8 valid, 5.7 fuel cut
Confidence Level: Low (40 hits) (8 samples)
Correction %: 6.9% (EGO-driven)
Suggested VE: 118
Status: APPLIED (was 117 → now 118)
Full correction VE: 120

Cell: 4000 RPM x 45 kPa (Row 12, Col 8)
Current VE: 119
AFR Target: 14.69
AFR Actual (avg): 14.71
AFR Min/Max: 14.10 / 16.00
AFR Std Dev: 0.52
AFR Error: 0.02 (trimmed: -0.04)
EGO Correction (avg): 102.2%
EGO Correction (median): 102.4%
EGO Samples: 15 (4 effective)
EGO Deviation: +2.24%
VE Error (from EGO): +2.24%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 66%
Avg MAT: 80°F
Status: GOOD
Samples: 4 valid, 1.7 fuel cut
Confidence Level: Very Low (23 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 119
Full correction VE: 119

Cell: 4400 RPM x 45 kPa (Row 12, Col 9)
Current VE: 124
AFR Target: 14.60
AFR Actual (avg): 15.28
AFR Min/Max: 14.90 / 15.40
AFR Std Dev: 0.28
AFR Error: 0.68
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 92°F
Status: no-data
Samples: 0 valid, 0.5 fuel cut
Confidence Level: Very Low (4 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 124
Full correction VE: 130

Cell: 4800 RPM x 45 kPa (Row 12, Col 10)
Current VE: 106
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.4 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 106
Full correction VE: 106

Cell: 5200 RPM x 45 kPa (Row 12, Col 11)
Current VE: 88
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.5 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 88
Full correction VE: 88

Cell: 5400 RPM x 45 kPa (Row 12, Col 12)
Current VE: 77
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 77
Full correction VE: 77

Cell: 5800 RPM x 45 kPa (Row 12, Col 13)
Current VE: 64
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 64
Full correction VE: 64

Cell: 6200 RPM x 45 kPa (Row 12, Col 14)
Current VE: 60
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.6 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 60
Full correction VE: 60

Cell: 6600 RPM x 45 kPa (Row 12, Col 15)
Current VE: 70
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.3 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 70
Full correction VE: 70

Cell: 800 RPM x 40 kPa (Row 13, Col 0)
Current VE: 54
AFR Target: 14.60
AFR Actual (avg): 13.98
AFR Min/Max: 13.30 / 16.00
AFR Std Dev: 0.96
AFR Error: -0.62 (trimmed: -0.72)
EGO Correction (avg): 98.5%
EGO Correction (median): 99.2%
EGO Samples: 13 (1 effective)
EGO Deviation: -1.49%
VE Error (from EGO): -1.49%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 47%
Avg MAT: 102°F
Status: RICH
Samples: 2 valid, 19.8 fuel cut
Confidence Level: Very Low (165 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 54
Full correction VE: 52

Cell: 1200 RPM x 40 kPa (Row 13, Col 1)
Current VE: 53
Original VE: 54 (before correction was applied)
AFR Target: 14.69
AFR Actual (avg): 14.43
AFR Min/Max: 12.50 / 17.30
AFR Std Dev: 0.81
AFR Error: -0.26 (trimmed: -0.32)
EGO Correction (avg): 97.1%
EGO Correction (median): 96.8%
EGO Samples: 184 (43 effective) (12 open-loop frames filtered)
EGO Deviation: -2.89%
VE Error (from EGO): -2.89%
EGO/AFR Agreement: 46% (signals blended)
🏘️ NEIGHBOR ANOMALY: VE 54 is 18% off neighbor avg 66
Steady-State Quality: 68%
Avg MAT: 103°F
Status: RICH
Samples: 56 valid, 199.1 fuel cut
Confidence Level: Medium (827 hits) (56 samples)
Correction %: 15.6% (EGO-driven)
Suggested VE: 53
Status: APPLIED (was 54 → now 53)
Full correction VE: 53

Cell: 1600 RPM x 40 kPa (Row 13, Col 2)
Current VE: 81
Original VE: 80 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 14.69
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.91
AFR Error: -0.01
EGO Correction (avg): 101.7%
EGO Correction (median): 101.6%
EGO Samples: 328 (92 effective) (63 open-loop frames filtered)
EGO Deviation: +1.73%
VE Error (from EGO): +1.73%
EGO/AFR Agreement: 53%
🏘️ NEIGHBOR ANOMALY: VE 80 is 25% off neighbor avg 64
Steady-State Quality: 71%
Avg MAT: 98°F
Status: LEAN
Samples: 158 valid, 119.9 fuel cut
Confidence Level: High (1139 hits) (158 samples)
Correction %: 19.7% (EGO-driven)
Suggested VE: 81
Status: APPLIED (was 80 → now 81)
Full correction VE: 81

Cell: 2000 RPM x 40 kPa (Row 13, Col 3)
Current VE: 74
Original VE: 73 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 15.10
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.82
AFR Error: 0.40 (trimmed: 0.32)
EGO Correction (avg): 103.7%
EGO Correction (median): 104.0%
EGO Samples: 737 (216 effective) (49 open-loop frames filtered)
EGO Deviation: +3.75%
VE Error (from EGO): +3.75%
EGO/AFR Agreement: 72%
Steady-State Quality: 74%
Avg MAT: 87°F
Status: LEAN
Samples: 269 valid, 52.8 fuel cut
Confidence Level: High (1363 hits) (269 samples)
Correction %: 37.0% (EGO-driven)
Suggested VE: 74
Status: APPLIED (was 73 → now 74)
Full correction VE: 76

Cell: 2400 RPM x 40 kPa (Row 13, Col 4)
Current VE: 82
Original VE: 81 (before correction was applied)
AFR Target: 14.69
AFR Actual (avg): 14.87
AFR Min/Max: 12.30 / 17.30
AFR Std Dev: 0.77
AFR Error: 0.18 (trimmed: 0.11)
EGO Correction (avg): 103.1%
EGO Correction (median): 103.2%
EGO Samples: 681 (246 effective) (7 open-loop frames filtered)
EGO Deviation: +3.09%
VE Error (from EGO): +3.09%
EGO/AFR Agreement: 55%
🏘️ NEIGHBOR ANOMALY: VE 81 is 16% off neighbor avg 70
Steady-State Quality: 77%
Avg MAT: 79°F
Status: LEAN
Samples: 256 valid, 22.9 fuel cut
Confidence Level: High (1010 hits) (256 samples)
Correction %: 38.2% (EGO-driven)
Suggested VE: 82
Status: APPLIED (was 81 → now 82)
Full correction VE: 84

Cell: 2800 RPM x 40 kPa (Row 13, Col 5)
Current VE: 77
Original VE: 75 (before correction was applied)
AFR Target: 14.67
AFR Actual (avg): 14.88
AFR Min/Max: 13.40 / 17.20
AFR Std Dev: 0.66
AFR Error: 0.20 (trimmed: 0.15)
EGO Correction (avg): 104.7%
EGO Correction (median): 104.8%
EGO Samples: 117 (56 effective)
EGO Deviation: +4.72%
VE Error (from EGO): +4.72%
EGO/AFR Agreement: 68%
Steady-State Quality: 77%
Avg MAT: 95°F
Status: LEAN
Samples: 57 valid, 9.9 fuel cut
Confidence Level: Medium (202 hits) (57 samples)
Correction %: 49.6% (EGO-driven)
Suggested VE: 77
Status: APPLIED (was 75 → now 77)
Full correction VE: 79

Cell: 3200 RPM x 40 kPa (Row 13, Col 6)
Current VE: 68
Original VE: 67 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 15.56
AFR Min/Max: 13.50 / 17.20
AFR Std Dev: 0.88
AFR Error: 0.86 (trimmed: 0.92)
EGO Correction (avg): 103.9%
EGO Correction (median): 104.0%
EGO Samples: 40 (6 effective)
EGO Deviation: +3.92%
VE Error (from EGO): +3.92%
EGO/AFR Agreement: 83%
Steady-State Quality: 73%
Avg MAT: 85°F
Status: LEAN
Samples: 7 valid, 9.3 fuel cut
Confidence Level: Low (102 hits) (7 samples)
Correction %: 11.9% (EGO-driven)
Suggested VE: 68
Status: APPLIED (was 67 → now 68)
Full correction VE: 70

Cell: 3600 RPM x 40 kPa (Row 13, Col 7)
Current VE: 90
Original VE: 89 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 15.79
AFR Min/Max: 14.10 / 16.10
AFR Std Dev: 0.91
AFR Error: 1.09 (trimmed: 1.23)
EGO Correction (avg): 101.9%
EGO Correction (median): 101.6%
EGO Samples: 17 (6 effective)
EGO Deviation: +1.86%
VE Error (from EGO): +1.86%
EGO/AFR Agreement: 69%
Steady-State Quality: 77%
Avg MAT: 76°F
Status: LEAN
Samples: 6 valid, 7.1 fuel cut
Confidence Level: Low (37 hits) (6 samples)
Correction %: 6.5% (EGO-driven)
Suggested VE: 90
Status: APPLIED (was 89 → now 90)
Full correction VE: 91

Cell: 4000 RPM x 40 kPa (Row 13, Col 8)
Current VE: 96
AFR Target: 14.70
AFR Actual (avg): 14.51
AFR Min/Max: 14.10 / 14.90
AFR Std Dev: 0.30
AFR Error: -0.19
EGO Correction (avg): 99.9%
EGO Correction (median): 99.2%
EGO Samples: 5 (0 effective)
EGO Deviation: -0.14%
VE Error (from EGO): -0.14%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 78°F
Status: no-data
Samples: 0 valid, 1.4 fuel cut
Confidence Level: Very Low (13 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 96
Full correction VE: 95

Cell: 4400 RPM x 40 kPa (Row 13, Col 9)
Current VE: 103
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.9 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 103
Full correction VE: 103

Cell: 4800 RPM x 40 kPa (Row 13, Col 10)
Current VE: 76
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 76
Full correction VE: 76

Cell: 5800 RPM x 40 kPa (Row 13, Col 13)
Current VE: 64
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 1.6 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 64
Full correction VE: 64

Cell: 6200 RPM x 40 kPa (Row 13, Col 14)
Current VE: 57
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.6 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 57
Full correction VE: 57

Cell: 6600 RPM x 40 kPa (Row 13, Col 15)
Current VE: 66
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.2 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 66
Full correction VE: 66

Cell: 800 RPM x 35 kPa (Row 14, Col 0)
Current VE: 66
AFR Target: 14.70
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 3.7 fuel cut
Confidence Level: No Data (35 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 66
Full correction VE: 66

Cell: 1200 RPM x 35 kPa (Row 14, Col 1)
Current VE: 56
AFR Target: 14.70
AFR Actual (avg): 14.60
AFR Min/Max: 12.70 / 16.70
AFR Std Dev: 0.81
AFR Error: -0.10 (trimmed: -0.19)
EGO Correction (avg): 106.0%
EGO Correction (median): 104.0%
EGO Samples: 13 (1 effective) (1 open-loop frames filtered)
EGO Deviation: +5.97%
VE Error (from EGO): +5.97%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 56%
Avg MAT: 99°F
Status: GOOD
Samples: 3 valid, 132.9 fuel cut
Confidence Level: Very Low (479 hits) (3 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 56
Full correction VE: 56

Cell: 1600 RPM x 35 kPa (Row 14, Col 2)
Current VE: 61
Original VE: 60 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 14.77
AFR Min/Max: 12.30 / 17.20
AFR Std Dev: 1.12
AFR Error: 0.07
EGO Correction (avg): 104.7%
EGO Correction (median): 103.2%
EGO Samples: 150 (54 effective) (59 open-loop frames filtered)
EGO Deviation: +4.67%
VE Error (from EGO): +4.67%
EGO/AFR Agreement: 59%
Steady-State Quality: 68%
Avg MAT: 99°F
Status: LEAN
Samples: 114 valid, 121 fuel cut
Confidence Level: High (905 hits) (114 samples)
Correction %: 39.0% (EGO-driven)
Suggested VE: 61
Status: APPLIED (was 60 → now 61)
Full correction VE: 63

Cell: 2000 RPM x 35 kPa (Row 14, Col 3)
Current VE: 54
Original VE: 53 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 15.23
AFR Min/Max: 10.90 / 17.30
AFR Std Dev: 1.12
AFR Error: 0.53
EGO Correction (avg): 104.8%
EGO Correction (median): 104.8%
EGO Samples: 380 (119 effective) (57 open-loop frames filtered)
EGO Deviation: +4.79%
VE Error (from EGO): +4.79%
EGO/AFR Agreement: 69%
🏘️ NEIGHBOR ANOMALY: VE 53 is 24% off neighbor avg 70
Steady-State Quality: 69%
Avg MAT: 92°F
Status: LEAN
Samples: 178 valid, 92.8 fuel cut
Confidence Level: High (950 hits) (178 samples)
Correction %: 38.9% (EGO-driven)
Suggested VE: 54
Status: APPLIED (was 53 → now 54)
Full correction VE: 56

Cell: 2400 RPM x 35 kPa (Row 14, Col 4)
Current VE: 72
Original VE: 71 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 14.73
AFR Min/Max: 10.90 / 17.30
AFR Std Dev: 1.11
AFR Error: 0.03 (trimmed: -0.05)
EGO Correction (avg): 102.5%
EGO Correction (median): 102.4%
EGO Samples: 219 (54 effective) (5 open-loop frames filtered)
EGO Deviation: +2.49%
VE Error (from EGO): +2.49%
EGO/AFR Agreement: 38% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 67%
Avg MAT: 84°F
Status: LEAN
Samples: 63 valid, 37.7 fuel cut
Confidence Level: Medium (534 hits) (63 samples)
Correction %: 17.7% (EGO-driven)
Suggested VE: 72
Status: APPLIED (was 71 → now 72)
Full correction VE: 73

Cell: 2800 RPM x 35 kPa (Row 14, Col 5)
Current VE: 55
Original VE: 54 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 15.84
AFR Min/Max: 12.70 / 17.20
AFR Std Dev: 1.38
AFR Error: 1.14 (trimmed: 1.28)
EGO Correction (avg): 102.6%
EGO Correction (median): 103.2%
EGO Samples: 57 (17 effective)
EGO Deviation: +2.57%
VE Error (from EGO): +2.57%
📊 HIGH SCATTER: StdDev 1.38 → correction scaled ×0.63
EGO/AFR Agreement: 76%
🏘️ NEIGHBOR ANOMALY: VE 54 is 16% off neighbor avg 65
Steady-State Quality: 70%
Avg MAT: 88°F
Status: LEAN
Samples: 17 valid, 9.4 fuel cut
Confidence Level: Low (104 hits) (17 samples)
Correction %: 7.9% (EGO-driven)
Suggested VE: 55
Status: APPLIED (was 54 → now 55)
Full correction VE: 55

Cell: 3200 RPM x 35 kPa (Row 14, Col 6)
Current VE: 57
Original VE: 56 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 16.48
AFR Min/Max: 12.70 / 17.20
AFR Std Dev: 1.40
AFR Error: 1.78 (trimmed: 2.07)
EGO Correction (avg): 103.3%
EGO Correction (median): 104.0%
EGO Samples: 32 (8 effective)
EGO Deviation: +3.26%
VE Error (from EGO): +3.26%
📊 HIGH SCATTER: StdDev 1.40 → correction scaled ×0.63
EGO/AFR Agreement: 91%
Steady-State Quality: 70%
Avg MAT: 86°F
Status: LEAN
Samples: 8 valid, 4.2 fuel cut
Confidence Level: Low (77 hits) (8 samples)
Correction %: 9.3% (EGO-driven)
Suggested VE: 57
Status: APPLIED (was 56 → now 57)
Full correction VE: 58

Cell: 3600 RPM x 35 kPa (Row 14, Col 7)
Current VE: 64
AFR Target: 14.70
AFR Actual (avg): 15.99
AFR Min/Max: 15.90 / 16.10
AFR Std Dev: 0.08
AFR Error: 1.29
EGO Correction (avg): 100.5%
EGO Correction (median): 100.8%
EGO Samples: 6 (1 effective)
EGO Deviation: +0.45%
VE Error (from EGO): +0.45%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 49%
Avg MAT: 75°F
Status: LEAN (CRITICAL)
Samples: 1 valid, 5.1 fuel cut
Confidence Level: Very Low (25 hits) (1 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 64
Full correction VE: 70

Cell: 4000 RPM x 35 kPa (Row 14, Col 8)
Current VE: 79
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 3.1 fuel cut
Confidence Level: No Data (13 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 79
Full correction VE: 79

Cell: 4400 RPM x 35 kPa (Row 14, Col 9)
Current VE: 77
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (3 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 77
Full correction VE: 77

Cell: 4800 RPM x 35 kPa (Row 14, Col 10)
Current VE: 72
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 72
Full correction VE: 72

Cell: 5200 RPM x 35 kPa (Row 14, Col 11)
Current VE: 72
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.9 fuel cut
Confidence Level: No Data (1 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 72
Full correction VE: 72

Cell: 5800 RPM x 35 kPa (Row 14, Col 13)
Current VE: 61
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.2 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 61
Full correction VE: 61

Cell: 6200 RPM x 35 kPa (Row 14, Col 14)
Current VE: 57
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (2 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 57
Full correction VE: 57

Cell: 800 RPM x 30.1 kPa (Row 15, Col 0)
Current VE: 67
AFR Target: 14.70
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 0.1 fuel cut
Confidence Level: No Data (4 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 67
Full correction VE: 67

Cell: 1200 RPM x 30.1 kPa (Row 15, Col 1)
Current VE: 74
AFR Target: 14.70
AFR Actual (avg): 14.08
AFR Min/Max: 13.60 / 14.90
AFR Std Dev: 0.52
AFR Error: -0.62
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 101°F
Status: no-data
Samples: 0 valid, 39.9 fuel cut
Confidence Level: Very Low (208 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 74
Full correction VE: 71

Cell: 1600 RPM x 30.1 kPa (Row 15, Col 2)
Current VE: 83
AFR Target: 14.70
AFR Actual (avg): 14.04
AFR Min/Max: 12.40 / 17.20
AFR Std Dev: 1.60
AFR Error: -0.66 (trimmed: -0.72)
EGO Correction (avg): 103.4%
EGO Correction (median): 102.4%
EGO Samples: 11 (1 effective) (1 open-loop frames filtered)
EGO Deviation: +3.42%
VE Error (from EGO): +3.42%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 65%
Avg MAT: 98°F
Status: RICH
Samples: 2 valid, 159.5 fuel cut
Confidence Level: Very Low (476 hits) (2 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 83
Full correction VE: 79

Cell: 2000 RPM x 30.1 kPa (Row 15, Col 3)
Current VE: 49
Original VE: 48 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 14.56
AFR Min/Max: 10.90 / 17.20
AFR Std Dev: 1.69
AFR Error: -0.14 (trimmed: -0.04)
EGO Correction (avg): 102.2%
EGO Correction (median): 104.0%
EGO Samples: 46 (9 effective) (5 open-loop frames filtered)
EGO Deviation: +2.18%
VE Error (from EGO): +2.18%
📊 HIGH SCATTER: StdDev 1.69 → correction scaled ×0.56
EGO/AFR Agreement: 44% (AFR neutral — EGO trusted at full weight)
🏘️ NEIGHBOR ANOMALY: VE 48 is 27% off neighbor avg 65
Steady-State Quality: 63%
Avg MAT: 86°F
Status: LEAN
Samples: 14 valid, 264.9 fuel cut
Confidence Level: Low (716 hits) (14 samples)
Correction %: 4.6% (EGO-driven)
Suggested VE: 49
Status: APPLIED (was 48 → now 49)
Full correction VE: 49

Cell: 2400 RPM x 30.1 kPa (Row 15, Col 4)
Current VE: 59
Original VE: 60 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 14.65
AFR Min/Max: 10.90 / 17.20
AFR Std Dev: 1.72
AFR Error: -0.05 (trimmed: 0.07)
EGO Correction (avg): 98.1%
EGO Correction (median): 96.8%
EGO Samples: 27 (9 effective) (3 open-loop frames filtered)
EGO Deviation: -1.95%
VE Error (from EGO): -1.95%
📊 HIGH SCATTER: StdDev 1.72 → correction scaled ×0.55
EGO/AFR Agreement: 17% (AFR neutral — EGO trusted at full weight)
Steady-State Quality: 63%
Avg MAT: 80°F
Status: RICH
Samples: 13 valid, 257 fuel cut
Confidence Level: Low (570 hits) (13 samples)
Correction %: 4.6% (EGO-driven)
Suggested VE: 59
Status: APPLIED (was 60 → now 59)
Full correction VE: 59

Cell: 2800 RPM x 30.1 kPa (Row 15, Col 5)
Current VE: 56
Original VE: 55 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 15.38
AFR Min/Max: 12.70 / 17.20
AFR Std Dev: 1.66
AFR Error: 0.68 (trimmed: 0.79)
EGO Correction (avg): 98.8%
EGO Correction (median): 98.4%
EGO Samples: 25 (8 effective)
EGO Deviation: -1.18%
VE Error (from EGO): -1.18%
⚡ AFR/EGO CONFLICT: AFR says LEAN (+0.79 [trimmed: +0.79, raw: +0.68]) but EGO says RICH (-1.2%) — caution: mild disagreement
📊 HIGH SCATTER: StdDev 1.66 → correction scaled ×0.56
EGO/AFR Agreement: 45% (signals blended)
Steady-State Quality: 66%
Avg MAT: 85°F
Status: RICH
Samples: 8 valid, 102.4 fuel cut
Confidence Level: Low (247 hits) (8 samples)
Correction %: 4.7% (EGO-driven)
Suggested VE: 56
Status: APPLIED (was 55 → now 56)
Full correction VE: 56

Cell: 3200 RPM x 30.1 kPa (Row 15, Col 6)
Current VE: 51
AFR Target: 14.70
AFR Actual (avg): 16.30
AFR Min/Max: 12.70 / 17.20
AFR Std Dev: 1.39
AFR Error: 1.60 (trimmed: 1.84)
EGO Correction (avg): 100.3%
EGO Correction (median): 100.8%
EGO Samples: 21 (4 effective)
EGO Deviation: +0.33%
VE Error (from EGO): +0.33%
EGO/AFR Agreement: 69%
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 60%
Avg MAT: 85°F
Status: LEAN (CRITICAL)
Samples: 4 valid, 52.6 fuel cut
Confidence Level: Very Low (153 hits) (4 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 51
Full correction VE: 57

Cell: 3600 RPM x 30.1 kPa (Row 15, Col 7)
Current VE: 59
Original VE: 58 (before correction was applied)
AFR Target: 14.70
AFR Actual (avg): 15.87
AFR Min/Max: 13.40 / 16.80
AFR Std Dev: 1.26
AFR Error: 1.17
EGO Correction (avg): 102.0%
EGO Correction (median): 102.4%
EGO Samples: 4 (4 effective) (4 open-loop frames filtered)
EGO Deviation: +2.00%
VE Error (from EGO): +2.00%
📊 HIGH SCATTER: StdDev 1.26 → correction scaled ×0.66
EGO/AFR Agreement: 100%
Steady-State Quality: 54%
Avg MAT: 70°F
Status: LEAN (CRITICAL)
Samples: 8 valid, 32.9 fuel cut
Confidence Level: Low (75 hits) (8 samples)
Correction %: 14.3% (AFR fallback)
Suggested VE: 59
Status: APPLIED (was 58 → now 59)
Full correction VE: 63

Cell: 4000 RPM x 30.1 kPa (Row 15, Col 8)
Current VE: 62
AFR Target: 14.70
AFR Actual (avg): 14.94
AFR Min/Max: 13.40 / 16.80
AFR Std Dev: 1.48
AFR Error: 0.24
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0 (0 effective) (0 open-loop frames filtered)
EGO Deviation: N/A
VE Error (from EGO): N/A
⚠️ Full Correction: PROJECTED (untrusted — insufficient data)
Steady-State Quality: 0%
Avg MAT: 68°F
Status: no-data
Samples: 0 valid, 36.5 fuel cut
Confidence Level: Very Low (84 hits) (0 samples)
Correction %: 0% (BLOCKED - below min samples)
Suggested VE: 62
Full correction VE: 63

Cell: 4400 RPM x 30.1 kPa (Row 15, Col 9)
Current VE: 52
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 23.2 fuel cut
Confidence Level: No Data (53 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 52
Full correction VE: 52

Cell: 4800 RPM x 30.1 kPa (Row 15, Col 10)
Current VE: 63
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 15.3 fuel cut
Confidence Level: No Data (31 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 63
Full correction VE: 63

Cell: 5200 RPM x 30.1 kPa (Row 15, Col 11)
Current VE: 78
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 11.1 fuel cut
Confidence Level: No Data (20 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 78
Full correction VE: 78

Cell: 5400 RPM x 30.1 kPa (Row 15, Col 12)
Current VE: 75
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 6.9 fuel cut
Confidence Level: No Data (13 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 75
Full correction VE: 75

Cell: 5800 RPM x 30.1 kPa (Row 15, Col 13)
Current VE: 64
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 9.1 fuel cut
Confidence Level: No Data (18 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 64
Full correction VE: 64

Cell: 6200 RPM x 30.1 kPa (Row 15, Col 14)
Current VE: 54
AFR Target: 13.50
AFR Actual (avg): N/A
AFR Min/Max: N/A / N/A
AFR Std Dev: N/A
AFR Error: N/A
EGO Correction (avg): N/A
EGO Correction (median): N/A
EGO Samples: 0
EGO Deviation: N/A
VE Error (from EGO): N/A
Steady-State Quality: 0%
Status: no-data
Samples: 0 valid, 2.9 fuel cut
Confidence Level: No Data (7 hits) (0 samples)
Correction %: 0.0% (AFR fallback)
Suggested VE: 54
Full correction VE: 54


SUMMARY STATISTICS:
==================
Total cells with data: 227
Lean cells: 59
Rich cells: 33
Good cells: 53
Critical cells: 7
Locked cells: 0
No data cells: 82
AFR/EGO direction conflicts: 10 (2 blocked, 1 CL override)
Blend direction: 1 blocked, 2 CL override
High scatter warnings: 9 (correction halved)

CHANGES APPLIED:
================
1200 x 55: 68 → 69
1200 x 50: 60 → 59
1600 x 50: 89 → 90
1200 x 45: 57 → 56
2000 x 45: 67 → 68
1600 x 40: 80 → 81
2000 x 40: 73 → 74
1600 x 35: 60 → 61
2000 x 35: 53 → 54
1200 x 40: 54 → 53
800 x 45: 67 → 66
800 x 50: 55 → 54
800 x 55: 53 → 52
1200 x 65: 77 → 78
1200 x 60: 74 → 75
1200 x 75: 99 → 102
1200 x 70: 79 → 80
1600 x 65: 110 → 111
2000 x 50: 86 → 87
2000 x 30.1: 48 → 49
2800 x 65: 96 → 97
2400 x 45: 87 → 88
2800 x 45: 79 → 80
2400 x 40: 81 → 82
2800 x 40: 75 → 77
2400 x 35: 71 → 72
2800 x 35: 54 → 55
2400 x 30.1: 60 → 59
1600 x 70: 89 → 90
2000 x 60: 87 → 88
2800 x 55: 94 → 95
3200 x 65: 103 → 104
3200 x 60: 98 → 99
2800 x 70: 103 → 102
3600 x 65: 130 → 129
3600 x 55: 119 → 118
4000 x 55: 128 → 127
3600 x 45: 117 → 118
3600 x 30.1: 58 → 59
2800 x 30.1: 55 → 56
3200 x 40: 67 → 68
3200 x 35: 56 → 57
3600 x 75: 125 → 126
4400 x 75: 142 → 143
4400 x 70: 139 → 140
4800 x 85: 146 → 147
5400 x 98: 134 → 135
5400 x 95: 145 → 146
6200 x 95: 122 → 123
6600 x 98: 117 → 116
6600 x 95: 116 → 115
4400 x 65: 149 → 150
3600 x 40: 89 → 90
3200 x 98: 113 → 112
3200 x 100: 131 → 130


METADATA:
=========
Analysis Mode: 4-Cell Interpolation
Wideband Delay: 150ms
  Sample Rate: 67.0ms/sample (auto-detected)
  Delay Offset: 2 samples
  Conflicts Downgraded: 2 (high→low due to strong EGO + delay model)
Total raw frames analyzed: 23097
Fuel cut frames removed: 4541
Post-AE cooldown frames: 996