VE Tuning Customer Report

Generated 8/6/2026, 10:32:49 PM · Tool v15.91-P3.10-CH7.5B20.11.1-PID-SIMPLE-RAW-FIRST-LOCAL-TWO-CLOCK-EGO-REHOME-POST-FC-2500MS-EXPORT-SCOPE-FIX

Summary

TUNING REPORT — SUMMARY
Generated: 8/6/2026, 10:32:49 PM
Tool: VE Table AFR Analysis v15.91-P3.10-CH7.5B20.11.1-PID-SIMPLE-RAW-FIRST-LOCAL-TWO-CLOCK-EGO-REHOME-POST-FC-2500MS-EXPORT-SCOPE-FIX (build 2026-08-04)
Source log: ve_diagnostics_2026-08-07(1).txt
Report generator: ve_customer_report v10.5
=====================================================================================

WARNINGS / NOTES
-------------------------------------------------------------------------------------
⚠️ WARN: BASE CALIBRATION WARNING — total fuel correction averaging 85.6%. The base VE table may be uniformly off (not just per-cell drift). Investigate before applying corrections.
ℹ️ INFO: 8 cells had AFR data but insufficient valid samples after filtering — not used for correction. Drive these operating ranges more on the next log to convert them into actionable corrections.
-------------------------------------------------------------------------------------

OVERVIEW
-------------------------------------------------------------------------------------
Cells corrected:               101
  Direction:                   13 LEAN (added fuel) / 88 RICH (pulled fuel)
  Total |VE| change applied:   401.3 VE points
  HIGH confidence (≥30 samples): 31
  MED  confidence (10-29):       25
  LOW  confidence (1-9):         41  ← verify these with more driving

Cells with qualified data (≥5 samples): 116
Cells with EGO clamp >5%:               14

CONTENT OF THIS REPORT
-------------------------------------------------------------------------------------
  Corrections          — every cell that received a VE change, with confidence tier
  EGO Clamp            — cells where EGO authority maxed out (corrections understated)
  AFR vs Target        — measured vs commanded AFR for every cell with data
  Verification         — low-confidence cells + uncovered regions + next steps
  Coverage Visuals     — heatmaps of hits, coverage, and VE changes (HTML report only)

Corrections Applied

CORRECTIONS APPLIED
Generated: 8/6/2026, 10:32:49 PM
Tool: VE Table AFR Analysis v15.91-P3.10-CH7.5B20.11.1-PID-SIMPLE-RAW-FIRST-LOCAL-TWO-CLOCK-EGO-REHOME-POST-FC-2500MS-EXPORT-SCOPE-FIX (build 2026-08-04)
Source log: ve_diagnostics_2026-08-07(1).txt
Report generator: ve_customer_report v10.5
=====================================================================================

WARNINGS / NOTES
-------------------------------------------------------------------------------------
⚠️ WARN: BASE CALIBRATION WARNING — total fuel correction averaging 85.6%. The base VE table may be uniformly off (not just per-cell drift). Investigate before applying corrections.
ℹ️ INFO: 8 cells had AFR data but insufficient valid samples after filtering — not used for correction. Drive these operating ranges more on the next log to convert them into actionable corrections.
-------------------------------------------------------------------------------------

Cells corrected: 101  (13 LEAN added fuel, 88 RICH removed fuel)
Total |VE| change applied: 401.3 VE points across the table
Confidence: 31 HIGH (30+ samples), 25 MED (10-29), 41 LOW (1-9 — verify with more driving)

Cell            Status           EGO Trim           AFR Err   Before   After    Change   Samples(EGO/AFR)   Confidence
------------------------------------------------------------------------------------------------------------------------
3000 x 95       RICH             -                  -0.32     137      135      -2.0     0/5                LOW
800 x 90        RICH (CRITICAL)  -                  -1.84     136      133      -3.0     0/1                LOW
1200 x 90       RICH (CRITICAL)  -                  -1.85     125      121      -4.0     0/3                LOW
1400 x 90       RICH             -                  -         131      127      -4.0     0/0                NONE
2600 x 90       no-data          -                  -         133      132      -1.0     0/0                NONE
3000 x 90       RICH             -                  -0.33     134      133      -1.0     0/4                LOW
800 x 85        RICH (CRITICAL)  -                  -1.77     127      124      -3.0     0/3                LOW
1200 x 85       RICH (CRITICAL)  -                  -1.88     120      116      -4.0     0/2                LOW
1400 x 85       RICH             -                  -         127      124      -3.0     0/0                NONE
1800 x 85       RICH             -                  -         127      125      -2.0     0/0                NONE
2200 x 85       RICH             -                  -0.40     126      124      -2.0     0/1                LOW
2600 x 85       LEAN             -                  +1.00     123      128      +5.0     0/1                LOW
800 x 80        RICH (CRITICAL)  -                  -2.16     117      114      -3.0     0/2                LOW
1200 x 80       RICH (CRITICAL)  -                  -1.95     115      110      -5.0     0/2                LOW
1400 x 80       RICH (CRITICAL)  Pulling 0.0%       -1.68     126      121      -5.0     0.04/4             LOW
1800 x 80       RICH             Pulling 1.1%       -0.75     126      123      -3.0     1.97/6             LOW
2200 x 80       RICH             Pulling 2.1%       -0.93     123      119      -4.0     0.4/2              LOW
3000 x 80       RICH (CRITICAL)  -                  -1.00     127      123      -4.0     0/3                LOW
800 x 75        RICH (CRITICAL)  -                  -2.39     108      104      -4.0     0/2                LOW
1200 x 75       RICH (CRITICAL)  -                  -1.68     111      106      -5.0     0/2                LOW
1400 x 75       RICH (CRITICAL)  Pulling 1.1%       -1.52     125      120      -5.0     0.79/7             LOW
1800 x 75       RICH             Pulling 0.5%       -0.68     126      125      -1.0     3/11               MED
2200 x 75       RICH             Pulling 4.8%       -0.90     123      118      -5.0     1.59/5             LOW
2600 x 75       RICH             Pulling 6.4%       -0.80     117      112      -5.0     0.02/3             LOW
3000 x 75       GOOD             -                  -0.19     122      121      -1.0     0/22               MED
800 x 70        RICH (CRITICAL)  -                  -1.51     99       96       -3.0     0/4                LOW
1200 x 70       RICH (CRITICAL)  -                  -1.88     106      101      -5.0     0/7                LOW
1400 x 70       RICH (CRITICAL)  Pulling 1.3%       -1.32     121      117      -4.0     2.96/12            MED
1800 x 70       RICH             Pulling 2.8%       -0.74     125      122      -3.0     6.09/10            MED
2200 x 70       RICH (CRITICAL)  Pulling 8.0%       -0.05     119      116      -3.0     4.35/7             LOW
2600 x 70       RICH (CRITICAL)  Pulling 8.6%       -0.44     112      109      -3.0     0.31/9             LOW
800 x 65        RICH (CRITICAL)  -                  -1.82     91       88       -3.0     0/7                LOW
1200 x 65       RICH (CRITICAL)  -                  -2.27     103      98       -5.0     0/17               MED
1400 x 65       RICH (CRITICAL)  Pulling 1.3%       -1.97     116      112      -4.0     2.07/17            MED
1800 x 65       RICH (CRITICAL)  Pulling 4.2%       -1.51     119      113      -6.0     7.24/20            MED
2200 x 65       RICH (CRITICAL)  Pulling 7.5%       -0.39     113      110      -3.0     18.35/12           MED
2600 x 65       RICH (CRITICAL)  Pulling 6.2%       -0.32     107      104      -3.0     8.26/26            MED
3000 x 65       RICH             -                  -0.38     114      111      -3.0     0/45               HIGH
800 x 60        RICH (CRITICAL)  -                  -1.64     88       84       -4.0     0/8                LOW
1200 x 60       RICH (CRITICAL)  -                  -2.47     97       92       -5.0     0/16               MED
1400 x 60       RICH (CRITICAL)  Adding 1.8%        -2.35     107      102      -5.0     1.65/17            MED
1800 x 60       RICH (CRITICAL)  Pulling 0.9%       -1.84     112      106      -6.0     5.16/25            MED
2200 x 60       RICH             Pulling 5.6%       -0.58     105      103      -2.0     3.24/27            MED
2600 x 60       RICH             Pulling 4.6%       -0.35     99       96       -3.0     0.78/72            HIGH
4400 x 60       RICH             -                  -0.61     143      140      -3.0     0/8                LOW
4600 x 60       RICH             -                  -0.61     158      155      -3.0     0/2                LOW
800 x 55        RICH (CRITICAL)  -                  -1.43     67       63       -4.0     0/111              HIGH
1200 x 55       RICH (CRITICAL)  -                  -2.28     67       62       -5.0     0/49               HIGH
1400 x 55       RICH (CRITICAL)  Adding 0.6%        -2.33     96       91       -5.0     0.53/28            MED
1800 x 55       RICH (CRITICAL)  Pulling 3.8%       -2.35     100      95       -5.0     0.6/25             MED
2200 x 55       RICH             Pulling 3.6%       -0.62     99       97       -2.0     19.32/77           HIGH
4200 x 55       RICH             -                  -0.58     145      141      -4.0     0/15               MED
4400 x 55       RICH             -                  -0.82     145      141      -4.0     0/11               MED
4600 x 55       RICH (CRITICAL)  -                  -1.29     152      145      -7.0     0/3                LOW
800 x 50        RICH (CRITICAL)  -                  -1.30     61       58       -3.0     0/707              HIGH
1200 x 50       RICH (CRITICAL)  -                  -1.45     61       57       -4.0     0/465              HIGH
1400 x 50       RICH (CRITICAL)  Pulling 0.3%       -3.55     84       77       -7.0     1.1/32             HIGH
1800 x 50       RICH (CRITICAL)  Pulling 2.1%       -2.69     89       84       -5.0     0.31/31            HIGH
2200 x 50       RICH             Pulling 4.1%       -0.54     92       90       -2.0     42.88/140          HIGH
2600 x 50       GOOD             Pulling 3.8%       -0.16     87       86       -1.0     99.59/319          HIGH
4000 x 50       RICH             -                  -0.42     138      135      -3.0     0/21               MED
4200 x 50       RICH             -                  -0.69     144      140      -4.0     0/18               MED
4400 x 50       RICH             -                  -0.90     145      140      -5.0     0/9                LOW
4600 x 50       RICH (CRITICAL)  -                  -1.74     151      142      -9.0     0/4                LOW
4700 x 50       RICH (CRITICAL)  -                  -1.14     167      162      -5.0     0/1                LOW
800 x 45        RICH (CRITICAL)  -                  -1.63     61       58       -3.0     0/1416             HIGH
1200 x 45       RICH (CRITICAL)  -                  -1.78     61       57       -4.0     0/1669             HIGH
1400 x 45       RICH (CRITICAL)  Pulling 2.7%       -2.53     75       70       -5.0     2/41               HIGH
1800 x 45       RICH (CRITICAL)  Pulling 3.1%       -2.77     86       81       -5.0     1.4/42             HIGH
4000 x 45       RICH             -                  -0.83     133      129      -4.0     0/11               MED
4200 x 45       RICH             -                  -0.91     139      135      -4.0     0/14               MED
4400 x 45       RICH             -                  -0.94     140      135      -5.0     0/9                LOW
4700 x 45       RICH             -                  -0.55     158.2    158      -0.2     0/1                LOW
1400 x 40       RICH (CRITICAL)  Pulling 2.5%       -1.72     65       67       +2.0     0.56/23            MED
1800 x 40       RICH (CRITICAL)  Pulling 2.8%       -2.12     75       70       -5.0     0.33/60            HIGH
2200 x 40       RICH             Pulling 2.7%       -0.32     80       79       -1.0     60.25/393          HIGH
2600 x 40       RICH             Pulling 4.4%       -0.49     73       70       -3.0     147.78/1059        HIGH
3000 x 40       RICH             Pulling 5.7%       -0.62     77       73       -4.0     144.44/1093        HIGH
3800 x 40       LEAN             Pulling 0.0%       +0.72     127      135      +8.0     0/713              HIGH
4000 x 40       RICH             -                  -0.57     128      125      -3.0     0/10               MED
4200 x 40       RICH             -                  -0.90     135      130      -5.0     0/15               MED
4400 x 40       RICH             -                  -0.70     138      133      -5.0     0/9                LOW
4600 x 40       LEAN             -                  +0.66     153      157      +4.0     0/2                LOW
1800 x 35       RICH (CRITICAL)  -                  -2.21     66       61       -5.0     0/93               HIGH
2200 x 35       RICH             Adding 1.3%        -0.63     72       71       -1.0     0.94/297           HIGH
2600 x 35       RICH             Adding 1.1%        -1.00     68       65       -3.0     0.8/690            HIGH
3000 x 35       RICH             Adding 0.3%        -0.94     68       64       -4.0     0.27/723           HIGH
3800 x 35       LEAN (CRITICAL)  -                  +1.19     111      119      +8.0     0/344              HIGH
4200 x 35       RICH (CRITICAL)  -                  -1.34     120      115      -5.0     0/5                LOW
4400 x 35       RICH             -                  -0.68     127      124      -3.0     0/5                LOW
4600 x 35       LEAN             -                  +0.56     149      153      +4.0     0/3                LOW
2200 x 30.1     LEAN (CRITICAL)  -                  +3.86     69       70       +1.0     0/702              HIGH
2600 x 30.1     LEAN (CRITICAL)  -                  +3.23     59       64       +5.0     0/1387             HIGH
3000 x 30.1     LEAN (CRITICAL)  -                  +1.97     60       63       +3.0     0/1087             HIGH
3400 x 30.1     LEAN (CRITICAL)  -                  +1.93     66       77       +11.0    0/734              HIGH
3800 x 30.1     LEAN (CRITICAL)  -                  +3.42     82       101      +19.0    0/243              HIGH
4000 x 30.1     LEAN             -                  +0.40     88       90       +2.0     0/34               HIGH
4200 x 30.1     RICH (CRITICAL)  -                  -2.14     89       83       -6.0     0/15               MED
4400 x 30.1     RICH             -                  -0.34     107      106      -1.0     0/8                LOW
4600 x 30.1     LEAN             -                  +0.54     141      144      +3.0     0/2                LOW
4700 x 30.1     LEAN (CRITICAL)  -                  +1.25     159.1    159      -0.1     0/1                LOW

=====================================================================================
LEGEND
  Samples(EGO/AFR): EGO-effective frames / AFR weighted samples for this cell.
                    More samples = higher confidence in the recommended correction.
  Confidence:  HIGH (≥30 samples — trust the correction)
               MED  (10-29 — generally reliable)
               LOW  (1-9 samples — drive the operating range more and re-log to confirm)
  EGO Trim: live closed-loop correction the ECU was applying when the cell was hit.
  AFR Err: measured AFR minus target. Positive = LEAN (engine read too lean).

EGO Clamp Report

EGO CLAMP REPORT — CELLS HITTING AUTHORITY CEILING
Generated: 8/6/2026, 10:32:49 PM
Tool: VE Table AFR Analysis v15.91-P3.10-CH7.5B20.11.1-PID-SIMPLE-RAW-FIRST-LOCAL-TWO-CLOCK-EGO-REHOME-POST-FC-2500MS-EXPORT-SCOPE-FIX (build 2026-08-04)
Source log: ve_diagnostics_2026-08-07(1).txt
Report generator: ve_customer_report v10.5
=====================================================================================

WARNINGS / NOTES
-------------------------------------------------------------------------------------
⚠️ WARN: BASE CALIBRATION WARNING — total fuel correction averaging 85.6%. The base VE table may be uniformly off (not just per-cell drift). Investigate before applying corrections.
ℹ️ INFO: 8 cells had AFR data but insufficient valid samples after filtering — not used for correction. Drive these operating ranges more on the next log to convert them into actionable corrections.
-------------------------------------------------------------------------------------

Cells clamped ≥1% of frames: 38  (11 upper/lean, 27 lower/rich)
Total clamp events (weighted): 2942.8
(20 additional cells had trivial clamp <1% — noise, omitted.)

Sorted by clamp severity (% of frames hitting ceiling) — worst first:

Cell            Status           Clamp          EGO Dev   VE Now   Full Fix   Gap      Samples(EGO/AFR)   Confidence
------------------------------------------------------------------------------------------------------------------------
4600 x 65       GOOD             17.5% lower    -         168      150.8      -17.2    0/2                LOW
4600 x 60       RICH             14.7% lower    -         155      138.1      -16.9    0/2                LOW
3400 x 45       GOOD             14.6% upper    -4.4%     109      105        -4.0     11.42/1722         HIGH
4600 x 55       RICH (CRITICAL)  14.4% lower    -         145      126        -19.0    0/3                LOW
4400 x 60       RICH             11.5% lower    -         140      126        -14.0    0/8                LOW
3400 x 40       GOOD             9.7% upper     -5.9%     95       93         -2.0     11.06/2500         HIGH
3400 x 50       GOOD             8.7% upper     +2.5%     116      110.9      -5.1     13.49/429          HIGH
3000 x 45       GOOD             8.5% lower     -7.8%     84       76         -8.0     194.13/763         HIGH
3800 x 45       GOOD             7.0% upper     +10.0%    138      149.6      +11.6    0.09/495           HIGH
4400 x 65       GOOD             6.8% lower     -         151      139.6      -11.4    0/10               MED
3000 x 50       GOOD             6.7% lower     -7.3%     90       82.2       -7.8     45.01/261          HIGH
4400 x 55       RICH             5.5% lower     -         141      130.4      -10.6    0/11               MED
3000 x 40       RICH             5.2% lower     -5.7%     73       70.8       -2.2     144.44/1093        HIGH
3800 x 40       LEAN             5.2% upper     0.0% (raw) 135      138.4      +3.4     0/713              HIGH
4000 x 40       RICH             4.7% lower     -         125      118.3      -6.7     0/10               MED
3800 x 50       GOOD             4.6% upper     +8.5%     142      149.9      +7.9     0.24/142           HIGH
3400 x 65       GOOD             4.3% lower     -         141      135.6      -5.4     0/44               HIGH
2200 x 65       RICH (CRITICAL)  4.2% lower     -7.5%     110      104.5      -5.5     18.35/12           MED
3400 x 60       GOOD             3.9% upper     -         138      133.9      -4.1     0/90               HIGH
3000 x 65       RICH             3.8% lower     -         111      104.8      -6.2     0/45               HIGH
4000 x 45       RICH             3.3% lower     -         129      121.5      -7.5     0/11               MED
4400 x 50       RICH             3.0% lower     -         140      127.6      -12.4    0/9                LOW
2600 x 65       RICH (CRITICAL)  2.7% lower     -6.2%     104      100.3      -3.7     8.26/26            MED
4600 x 50       RICH (CRITICAL)  2.5% lower     -         142      123.6      -18.4    0/4                LOW
2600 x 45       GOOD             2.5% lower     -3.5%     80       76         -4.0     260.72/688         HIGH
2200 x 70       RICH (CRITICAL)  2.1% lower     -8.0%     116      109.5      -6.5     4.35/7             LOW
3400 x 55       GOOD             2.1% upper     -0.8%     129      129.4      +0.4     2.82/120           HIGH
2600 x 50       GOOD             2.1% lower     -3.8%     86       82.7       -3.3     99.59/319          HIGH
3000 x 70       GOOD             1.8% lower     -         117      110.1      -6.9     0/48               HIGH
3000 x 60       GOOD             1.8% lower     -         104      97.6       -6.4     0/58               HIGH
2600 x 40       RICH             1.6% lower     -4.4%     70       68.8       -1.2     147.78/1059        HIGH
3800 x 55       GOOD             1.2% upper     +2.1%     147      147.6      +0.6     0.11/65            HIGH
4000 x 55       GOOD             1.2% upper     -         141      134.6      -6.4     0/29               MED
3000 x 55       GOOD             1.1% lower     -5.6%     97       92         -5.0     22.38/109          HIGH
4000 x 50       RICH             1.1% upper     -         135      129.7      -5.3     0/21               MED
2600 x 70       RICH (CRITICAL)  1.0% lower     -8.6%     109      102.4      -6.6     0.31/9             LOW
3400 x 70       GOOD             1.0% lower     -         139      135        -4.0     0/17               MED
4000 x 60       GOOD             1.0% lower     -         143      137.9      -5.1     0/28               MED

=====================================================================================
ACTION: Widen this tune EGO authority (egoLimit) in TunerStudio, then re-log.
Full Fix values are UNDERSTATED because EGO was clipped at the ceiling.
After widening authority, the tool will see the true error in one pass.

AFR vs Target

AFR vs TARGET REPORT
Generated: 8/6/2026, 10:32:49 PM
Tool: VE Table AFR Analysis v15.91-P3.10-CH7.5B20.11.1-PID-SIMPLE-RAW-FIRST-LOCAL-TWO-CLOCK-EGO-REHOME-POST-FC-2500MS-EXPORT-SCOPE-FIX (build 2026-08-04)
Source log: ve_diagnostics_2026-08-07(1).txt
Report generator: ve_customer_report v10.5
=====================================================================================

WARNINGS / NOTES
-------------------------------------------------------------------------------------
⚠️ WARN: BASE CALIBRATION WARNING — total fuel correction averaging 85.6%. The base VE table may be uniformly off (not just per-cell drift). Investigate before applying corrections.
ℹ️ INFO: 8 cells had AFR data but insufficient valid samples after filtering — not used for correction. Drive these operating ranges more on the next log to convert them into actionable corrections.
-------------------------------------------------------------------------------------

HOW TO READ THIS REPORT
-------------------------------------------------------------------------------------
Each row shows what the wideband measured (AFR Actual) and what the ECU's live
closed-loop trim was doing (EGO%) at that cell. When the two signals AGREE,
the tool follows them. When they DISAGREE, the tool follows EGO trim because:
  - EGO integrates over more frames and is more robust than a small AFR average
  - EGO is resistant to transient lean spikes (fuel-cut leak, AE smear)
  - A few outlier AFR samples can skew the average on low-sample cells
  - When the trim sits pinned at its authority rail the DIRECTION is proven but
    the MAGNITUDE is a floor — the tool stages that move and asks for a re-log

The Driver column makes this explicit:
  EGO ✓  = AFR and EGO pointed the same direction (or one was flat)
  EGO !  = AFR and EGO pointed OPPOSITE directions — tool followed EGO
           (for applied corrections, EGO drove the VE move; for OBSERVED cells,
            EGO drove the tier classification even with no correction applied)
  AFR    = no EGO data on this cell, tool used AFR only
  —      = neither signal had meaningful direction (both flat / no data)
  (raw)  = EGO mean shown for reference only — 0 effective EGO samples;
           the correction did not consume it

Cells with AFR data: 151
  On target (|gap| ≤ 0.1): 25
  Lean (gap > +0.1):       20
  Rich (gap < -0.1):       106

Signals agreed (EGO & AFR same direction):     46
EGO overrode a conflicting AFR read:           4  (marked "EGO !" below)
Corrections actually APPLIED this session:     97

Weighted avg gap (by EGO samples): -0.392 AFR
Weighted avg |gap|:                 0.393 AFR
Total EGO frames across cells:      5155

Sorted by |gap| descending — worst deviations first.

Cell          Target  Actual  Gap     Min     Max     σ     Samples(EGO/AFR)   EGO%     Driver  Status          VE move
---------------------------------------------------------------------------------------------------------------------------------------
1200 x 30.1   14.70   21.45   +6.75   7.60    22.30   3.25  0/21               -        —       LEAN (CRITICAL) -
800 x 35      14.67   21.22   +6.55   7.60    22.30   3.69  0/4*               -        —       LEAN (CRITICAL) -
1200 x 35     14.69   20.99   +6.30   7.60    22.30   3.89  0/33               -        —       LEAN (CRITICAL) -
800 x 30.1    14.70   20.70   +6.00   10.80   22.30   4.08  0/1*               -        —       LEAN (CRITICAL) -
1400 x 30.1   14.70   20.52   +5.82   7.60    22.30   4.12  0/88               -        —       LEAN (CRITICAL) -
1800 x 30.1   14.70   20.15   +5.45   7.60    22.30   4.13  0/150              -        —       LEAN (CRITICAL) -
2200 x 30.1   14.70   18.56   +3.86   7.60    22.30   4.11  0/702              -        AFR     LEAN (CRITICAL) 69→70 (+1.0)
1400 x 50     14.54   10.99   -3.55   7.40    15.90   2.78  5/32               -0.3%    EGO ✓   RICH (CRITICAL) 84→77 (-7.0)
3800 x 30.1   14.70   18.12   +3.42   11.80   22.30   3.38  0/243              -        AFR     LEAN (CRITICAL) 82→101 (+19.0)
2600 x 30.1   14.70   17.93   +3.23   11.60   22.30   4.32  0/1387             -        AFR     LEAN (CRITICAL) 59→64 (+5.0)
1800 x 45     14.70   11.93   -2.77   7.60    16.30   2.63  14/42              -3.1%    EGO ✓   RICH (CRITICAL) 86→81 (-5.0)
1800 x 50     14.62   11.92   -2.70   7.60    15.90   1.82  13/31              -2.1%    EGO ✓   RICH (CRITICAL) 89→84 (-5.0)
1400 x 45     14.64   12.11   -2.53   7.40    16.30   2.97  12/41              -2.7%    EGO ✓   RICH (CRITICAL) 75→70 (-5.0)
1200 x 60     13.58   11.11   -2.47   7.80    15.40   1.91  0/16               -        AFR     RICH (CRITICAL) 97→92 (-5.0)
800 x 75      13.22   10.83   -2.39   10.60   14.10   0.37  0/2*               -        AFR     RICH (CRITICAL) 108→104 (-4.0)
1800 x 55     14.36   12.01   -2.35   7.50    15.70   1.49  15/25              -3.8%    EGO ✓   RICH (CRITICAL) 100→95 (-5.0)
1400 x 60     13.92   11.58   -2.34   7.40    15.00   1.85  12/17              +1.8%    EGO !   RICH (CRITICAL) 107→102 (-5.0)
1400 x 55     14.09   11.76   -2.33   7.40    15.30   2.15  5/28               +0.6%    EGO !   RICH (CRITICAL) 96→91 (-5.0)
1200 x 55     13.67   11.39   -2.28   7.60    16.80   1.93  0/49               -        AFR     RICH (CRITICAL) 67→62 (-5.0)
1200 x 65     13.46   11.19   -2.27   7.90    14.10   1.26  0/17               -        AFR     RICH (CRITICAL) 103→98 (-5.0)
1800 x 35     14.70   12.49   -2.21   7.60    22.30   1.71  0/93               -        AFR     RICH (CRITICAL) 66→61 (-5.0)
800 x 80      12.98   10.81   -2.17   10.40   11.20   0.30  0/2*               -        AFR     RICH (CRITICAL) 117→114 (-3.0)
4200 x 30.1   14.70   12.56   -2.14   11.60   19.40   1.00  0/15               -        AFR     RICH (CRITICAL) 89→83 (-6.0)
1800 x 40     14.70   12.58   -2.12   7.70    16.30   1.48  10/60              -2.8%    EGO ✓   RICH (CRITICAL) 75→70 (-5.0)
1400 x 65     13.55   11.58   -1.97   7.80    14.60   1.27  31/17              -1.3%    EGO ✓   RICH (CRITICAL) 116→112 (-4.0)
3000 x 30.1   14.70   16.67   +1.97   11.70   22.30   4.05  0/1087             -        AFR     LEAN (CRITICAL) 60→63 (+3.0)
1200 x 80     13.00   11.05   -1.95   10.40   11.50   0.38  0/2*               -        AFR     RICH (CRITICAL) 115→110 (-5.0)
3400 x 30.1   14.70   16.63   +1.93   11.70   22.30   3.61  0/734              -        AFR     LEAN (CRITICAL) 66→77 (+11.0)
1200 x 85     12.87   10.99   -1.88   10.40   12.90   0.77  0/2*               -        AFR     RICH (CRITICAL) 120→116 (-4.0)
1200 x 70     13.30   11.42   -1.88   10.10   13.70   0.86  0/7                -        AFR     RICH (CRITICAL) 106→101 (-5.0)
1200 x 90     12.81   10.95   -1.86   10.40   12.90   0.61  0/3*               -        AFR     RICH (CRITICAL) 125→121 (-4.0)
1800 x 60     14.17   12.32   -1.85   7.50    15.50   1.96  24/25              -0.9%    EGO ✓   RICH (CRITICAL) 112→106 (-6.0)
800 x 90      12.82   10.98   -1.84   10.40   12.90   0.88  0/1*               -        AFR     RICH (CRITICAL) 136→133 (-3.0)
800 x 65      13.43   11.61   -1.82   7.90    14.10   1.31  0/7                -        AFR     RICH (CRITICAL) 91→88 (-3.0)
1200 x 40     14.12   12.33   -1.79   7.40    22.30   1.33  0/256              -        —       RICH (CRITICAL) -
800 x 85      12.89   11.11   -1.78   10.40   12.90   0.95  0/3*               -        AFR     RICH (CRITICAL) 127→124 (-3.0)
1200 x 45     13.92   12.14   -1.78   7.40    16.30   1.42  0/1669             -        AFR     RICH (CRITICAL) 61→57 (-4.0)
4600 x 50     13.87   12.13   -1.74   11.10   15.00   1.15  0/4*               -        AFR     RICH (CRITICAL) 151→142 (-9.0)
800 x 40      14.04   12.32   -1.72   7.40    22.30   1.36  0/107              -        —       RICH (CRITICAL) -
1400 x 40     14.67   12.96   -1.71   7.60    21.80   2.17  10/23              -2.5%    EGO ✓   RICH (CRITICAL) 65→67 (+2.0)
1400 x 80     12.95   11.27   -1.68   10.40   12.80   0.84  2/4*               0.0%     EGO ✓   RICH (CRITICAL) 126→121 (-5.0)
1200 x 75     13.11   11.43   -1.68   10.40   13.30   0.76  0/2*               -        AFR     RICH (CRITICAL) 111→106 (-5.0)
800 x 60      13.51   11.87   -1.64   7.80    15.40   1.67  0/8                -        AFR     RICH (CRITICAL) 88→84 (-4.0)
800 x 45      13.87   12.23   -1.64   7.40    16.30   1.28  0/1416             -        AFR     RICH (CRITICAL) 61→58 (-3.0)
1400 x 75     13.00   11.48   -1.52   10.40   13.70   0.82  6/7                -1.0%    EGO ✓   RICH (CRITICAL) 125→120 (-5.0)
800 x 70      13.36   11.85   -1.51   10.40   14.10   1.58  0/4*               -        AFR     RICH (CRITICAL) 99→96 (-3.0)
1800 x 65     13.77   12.26   -1.51   7.80    15.10   1.70  48/20              -4.2%    EGO ✓   RICH (CRITICAL) 119→113 (-6.0)
1200 x 50     13.80   12.35   -1.45   7.50    16.80   1.08  0/465              -        AFR     RICH (CRITICAL) 61→57 (-4.0)
800 x 55      13.58   12.16   -1.42   7.80    16.80   0.75  0/111              -        AFR     RICH (CRITICAL) 67→63 (-4.0)
4200 x 35     14.54   13.20   -1.34   11.40   15.80   0.94  0/5                -        AFR     RICH (CRITICAL) 120→115 (-5.0)
1400 x 70     13.28   11.96   -1.32   10.10   13.70   0.97  27/12              -1.3%    EGO ✓   RICH (CRITICAL) 121→117 (-4.0)
800 x 50      13.73   12.43   -1.30   7.50    16.80   0.71  0/707              -        AFR     RICH (CRITICAL) 61→58 (-3.0)
4600 x 55     13.80   12.51   -1.29   11.10   15.00   1.00  0/3*               -        AFR     RICH (CRITICAL) 152→145 (-7.0)
4700 x 30.1   14.69   15.93   +1.24   12.70   19.30   -     0/1*               -        AFR     LEAN (CRITICAL) 159.1→159 (-0.1)
3800 x 35     14.66   15.85   +1.19   12.40   22.30   1.17  0/344              -        AFR     LEAN (CRITICAL) 111→119 (+8.0)
4700 x 50     13.99   12.85   -1.14   12.00   13.70   1.20  0/1*               -        AFR     RICH (CRITICAL) 167→162 (-5.0)
2600 x 85     12.70   13.70   +1.00   11.30   13.70   -     0/1*               -        AFR     LEAN            123→128 (+5.0)
3000 x 80     12.70   11.70   -1.00   10.90   12.90   1.03  0/3*               -        AFR     RICH (CRITICAL) 127→123 (-4.0)
2600 x 35     14.70   13.70   -1.00   10.60   16.70   0.62  23/690             +1.1%    EGO !   RICH            68→65 (-3.0)
4400 x 45     14.08   13.13   -0.95   11.10   19.20   1.53  0/9                -        AFR     RICH            140→135 (-5.0)
3000 x 35     14.70   13.76   -0.94   11.90   22.30   0.49  7/723              +0.3%    EGO ✓   RICH            68→64 (-4.0)
2200 x 80     12.87   11.95   -0.92   10.90   12.70   0.54  6/2*               -2.1%    EGO ✓   RICH            123→119 (-4.0)
4200 x 45     14.10   13.18   -0.92   11.00   19.20   1.33  0/14               -        AFR     RICH            139→135 (-4.0)
2200 x 75     12.95   12.05   -0.90   10.90   13.90   0.60  13/5               -4.8%    EGO ✓   RICH            123→118 (-5.0)
4400 x 50     13.91   13.01   -0.90   11.10   18.20   1.35  0/9                -        AFR     RICH            145→140 (-5.0)
4200 x 40     14.38   13.48   -0.90   11.00   19.20   1.15  0/15               -        AFR     RICH            135→130 (-5.0)
4000 x 45     14.19   13.36   -0.83   11.00   15.40   0.93  0/11               -        AFR     RICH            133→129 (-4.0)
4400 x 55     13.81   12.99   -0.82   11.10   18.20   0.85  0/11               -        AFR     RICH            145→141 (-4.0)
2600 x 75     12.94   12.14   -0.80   10.90   13.90   0.47  3/3*               -6.4%    EGO ✓   RICH            117→112 (-5.0)
1800 x 80     12.90   12.15   -0.75   10.60   12.80   0.73  8/6                -1.1%    EGO ✓   RICH            126→123 (-3.0)
1800 x 70     13.23   12.49   -0.74   10.40   14.20   0.84  45/10              -2.8%    EGO ✓   RICH            125→122 (-3.0)
3800 x 40     14.53   15.26   +0.73   12.00   21.60   0.86  1/713              0.0% (raw) EGO ✓   LEAN            127→135 (+8.0)
4400 x 40     14.36   13.66   -0.70   11.10   22.00   2.69  0/9                -        AFR     RICH            138→133 (-5.0)
4200 x 50     13.97   13.28   -0.69   11.20   18.20   1.29  0/18               -        AFR     RICH            144→140 (-4.0)
1800 x 75     12.94   12.26   -0.68   10.50   13.70   0.71  21/11              -0.5%    EGO ✓   RICH            126→125 (-1.0)
4400 x 35     14.54   13.86   -0.68   11.40   22.00   2.48  0/5                -        AFR     RICH            127→124 (-3.0)
4600 x 40     14.33   14.99   +0.66   11.10   22.00   3.95  0/2*               -        AFR     LEAN            153→157 (+4.0)
2200 x 35     14.70   14.07   -0.63   7.60    22.30   0.72  16/297             +1.3%    EGO !   RICH            72→71 (-1.0)
2200 x 55     14.59   13.97   -0.62   7.60    16.00   1.42  78/77              -3.6%    EGO ✓   RICH            99→97 (-2.0)
4400 x 60     13.65   13.04   -0.61   11.40   14.00   0.61  0/8                -        AFR     RICH            143→140 (-3.0)
4600 x 60     13.59   12.98   -0.61   11.40   13.40   0.60  0/2*               -        AFR     RICH            158→155 (-3.0)
3000 x 40     14.68   14.07   -0.61   11.70   17.50   0.53  426/1093           -5.7%    EGO ✓   RICH            77→73 (-4.0)
2200 x 60     14.46   13.88   -0.58   7.60    15.60   1.72  41/27              -5.6%    EGO ✓   RICH            105→103 (-2.0)
4200 x 55     13.85   13.27   -0.58   11.20   18.20   0.99  0/15               -        AFR     RICH            145→141 (-4.0)
4000 x 40     14.44   13.87   -0.57   11.00   16.80   1.35  0/10               -        AFR     RICH            128→125 (-3.0)
4600 x 35     14.57   15.13   +0.56   11.90   22.00   3.53  0/3*               -        AFR     LEAN            149→153 (+4.0)
4700 x 45     14.14   13.59   -0.55   12.00   16.00   1.74  0/1*               -        AFR     RICH            158.2→158 (-0.2)
4600 x 30.1   14.66   15.20   +0.54   11.90   20.00   3.51  0/2*               -        AFR     LEAN            141→144 (+3.0)
2200 x 50     14.62   14.09   -0.53   7.60    16.20   1.23  219/140            -4.1%    EGO ✓   RICH            92→90 (-2.0)
2600 x 40     14.70   14.21   -0.49   10.60   16.10   0.61  579/1059           -4.4%    EGO ✓   RICH            73→70 (-3.0)
2600 x 70     13.19   12.75   -0.44   11.20   14.50   0.82  5/9                -8.6%    EGO ✓   RICH (CRITICAL) 112→109 (-3.0)
4000 x 50     14.01   13.59   -0.42   11.60   14.80   0.71  0/21               -        AFR     RICH            138→135 (-3.0)
2200 x 85     12.70   12.30   -0.40   12.30   12.30   -     0/1*               -        AFR     RICH            126→124 (-2.0)
4000 x 30.1   14.70   15.10   +0.40   11.80   22.30   3.79  0/34               -        AFR     LEAN            88→90 (+2.0)
2200 x 65     13.86   13.47   -0.39   7.80    15.10   1.34  51/12              -7.5%    EGO ✓   RICH (CRITICAL) 113→110 (-3.0)
3000 x 65     13.68   13.30   -0.38   10.80   15.70   0.73  0/45               -        AFR     RICH            114→111 (-3.0)
2600 x 60     14.44   14.09   -0.35   10.70   15.60   0.66  29/72              -4.6%    EGO ✓   RICH            99→96 (-3.0)
4400 x 30.1   14.69   14.35   -0.34   11.60   20.00   3.17  0/8                -        AFR     RICH            107→106 (-1.0)
3000 x 90     12.62   12.29   -0.33   11.90   12.80   0.20  0/4*               -        AFR     RICH            134→133 (-1.0)
3000 x 95     12.60   12.28   -0.32   11.90   12.70   0.26  0/5                -        AFR     RICH            137→135 (-2.0)
2600 x 65     13.87   13.55   -0.32   10.80   15.00   0.67  21/26              -6.2%    EGO ✓   RICH (CRITICAL) 107→104 (-3.0)
2200 x 40     14.70   14.38   -0.32   7.70    16.10   0.70  297/393            -2.7%    EGO ✓   RICH            80→79 (-1.0)
3000 x 60     14.27   13.97   -0.30   10.80   15.70   0.73  0/58               -        —       GOOD            -
3000 x 85     12.69   12.41   -0.28   11.30   12.90   0.15  0/3*               -        —       GOOD            -
3000 x 50     14.58   14.31   -0.27   11.10   17.00   0.54  207/261            -7.3%    EGO ✓   GOOD            -
3000 x 45     14.66   14.39   -0.27   11.70   17.50   0.44  592/763            -7.8%    EGO ✓   GOOD            -
3000 x 55     14.53   14.29   -0.24   11.10   17.00   0.79  86/109             -5.6%    EGO ✓   GOOD            -
4000 x 55     13.92   13.68   -0.24   11.60   14.60   0.51  0/29               -        —       GOOD            -
2200 x 45     14.70   14.46   -0.24   7.60    16.20   0.77  495/287            -3.2%    EGO ✓   GOOD            -
3400 x 95     12.60   12.37   -0.23   11.90   12.70   0.28  0/6                -        —       GOOD            -
3800 x 45     14.40   14.63   +0.23   11.80   21.60   0.51  12/495             +10.0%   EGO ✓   GOOD            -
3000 x 70     13.09   12.88   -0.21   11.20   14.00   0.46  0/48               -        —       GOOD            -
2600 x 55     14.59   14.38   -0.21   10.70   16.00   0.63  103/170            -2.3%    EGO ✓   GOOD            -
3400 x 90     12.61   12.42   -0.19   11.90   12.80   0.21  0/7                -        —       GOOD            -
3000 x 75     12.90   12.71   -0.19   10.90   13.60   0.42  0/22               -        AFR     GOOD            122→121 (-1.0)
4200 x 60     13.73   13.54   -0.19   11.60   14.50   0.51  0/13               -        —       GOOD            -
3400 x 50     14.40   14.21   -0.19   11.10   17.50   0.44  60/429             +2.5%    EGO ✓   GOOD            -
4000 x 60     13.82   13.64   -0.18   11.60   14.50   0.37  0/28               -        —       GOOD            -
1400 x 35     14.70   14.53   -0.17   7.60    22.30   4.63  0/31               -        —       GOOD            -
3800 x 90     12.60   12.44   -0.16   12.00   12.70   0.27  0/1*               -        —       GOOD            -
2600 x 50     14.62   14.46   -0.16   10.70   16.20   0.54  360/319            -3.8%    EGO ✓   GOOD            87→86 (-1.0)
4600 x 65     13.44   13.29   -0.15   13.10   13.40   0.15  0/2*               -        —       GOOD            -
3400 x 40     14.59   14.45   -0.14   11.90   21.60   0.78  65/2500            -5.9%    EGO ✓   GOOD            -
3800 x 60     13.92   13.79   -0.13   12.30   16.50   0.53  0/47               -        —       GOOD            -
2600 x 45     14.69   14.56   -0.13   10.90   16.20   0.43  895/688            -3.5%    EGO ✓   GOOD            -
3400 x 45     14.51   14.38   -0.13   11.70   21.60   0.46  94/1722            -4.4%    EGO ✓   GOOD            -
4000 x 70     13.17   13.07   -0.10   12.60   14.00   0.33  0/4*               -        —       GOOD            -
4200 x 70     13.29   13.39   +0.10   12.90   13.80   0.21  0/1*               -        —       GOOD            -
3800 x 65     13.51   13.41   -0.10   12.30   15.40   0.48  0/38               -        —       GOOD            -
4400 x 65     13.42   13.33   -0.09   13.00   14.00   0.16  0/10               -        —       GOOD            -
3400 x 85     12.65   12.57   -0.08   12.00   13.30   0.25  0/21               -        —       GOOD            -
3400 x 70     13.13   13.21   +0.08   12.30   14.00   0.34  0/17               -        —       GOOD            -
3400 x 35     14.68   14.60   -0.08   12.10   22.30   1.02  0/1095             -        —       GOOD            -
3400 x 80     12.69   12.76   +0.07   12.20   13.30   0.21  0/9                -        —       GOOD            -
3400 x 75     12.86   12.93   +0.07   12.30   13.80   0.29  0/5                -        —       GOOD            -
3800 x 70     13.14   13.21   +0.07   12.50   14.00   0.37  0/12               -        —       GOOD            -
4000 x 35     14.64   14.71   +0.07   11.70   17.80   1.26  0/8                -        —       GOOD            -
3400 x 65     13.69   13.75   +0.06   11.20   15.70   0.55  0/44               -        —       GOOD            -
4700 x 40     14.29   14.35   +0.06   12.70   16.00   2.33  0/1*               -        —       GOOD            -
2200 x 70     13.13   13.08   -0.05   10.40   14.50   1.06  20/7               -8.0%    EGO ✓   RICH (CRITICAL) 119→116 (-3.0)
3800 x 55     14.07   14.02   -0.05   11.60   16.90   0.69  4/65               +2.1%    EGO ✓   GOOD            -
4600 x 45     14.02   14.07   +0.05   11.10   16.50   2.07  0/3*               -        —       GOOD            -
3800 x 75     12.81   12.82   +0.01   12.20   13.80   0.42  0/6                -        —       GOOD            -
4000 x 75     12.85   12.84   -0.01   12.20   12.90   0.08  0/1*               -        —       GOOD            -
4000 x 65     13.46   13.45   -0.01   12.00   14.50   0.38  0/23               -        —       GOOD            -
4200 x 65     13.42   13.41   -0.01   12.00   14.50   0.28  0/20               -        —       GOOD            -
3400 x 60     14.08   14.09   +0.01   11.20   16.50   0.48  0/90               -        —       GOOD            -
3400 x 55     14.25   14.24   -0.01   11.10   17.00   0.69  23/120             -0.8%    EGO ✓   GOOD            -
3800 x 85     12.64   12.64   +0.00   12.00   13.30   0.30  0/7                -        —       GOOD            -
3800 x 80     12.70   12.70   +0.00   12.20   13.30   0.29  0/11               -        —       GOOD            -
3800 x 50     14.21   14.21   +0.00   11.60   17.50   0.51  16/142             +8.5%    EGO ✓   GOOD            -

=====================================================================================
LEGEND
  Gap = Actual - Target. Positive = LEAN, Negative = RICH.
  Min/Max/σ: AFR distribution across the log for this cell.
  Samples(EGO/AFR): EGO raw frames / AFR weighted samples.
                    * after sample count = AFR samples < 5 (average may not be reliable).
  EGO%: ECU live closed-loop trim direction and magnitude.
  Driver: signal that drove the correction (see header note above).
  Status: how the tool classified this cell.
  VE move: before → after applied (delta).

INTERPRETATION OF "EGO !" CELLS
  These 4 cells had AFR averages pointing one direction and EGO trim pointing the
  other. The tool followed EGO — usually correctly, because EGO is the more
  robust signal. To verify on a specific cell:
    1. Check the Min/Max spread and σ. A wide AFR range with low σ suggests outliers.
    2. Check the AFR sample count. Below 5 (marked *), the average is not reliable.
    3. Drive the cell more on the next log to either confirm EGO or build AFR confidence.

Verification & Next Steps

VERIFICATION & NEXT-STEP RECOMMENDATIONS
Generated: 8/6/2026, 10:32:49 PM
Tool: VE Table AFR Analysis v15.91-P3.10-CH7.5B20.11.1-PID-SIMPLE-RAW-FIRST-LOCAL-TWO-CLOCK-EGO-REHOME-POST-FC-2500MS-EXPORT-SCOPE-FIX (build 2026-08-04)
Source log: ve_diagnostics_2026-08-07(1).txt
Report generator: ve_customer_report v10.5
=====================================================================================

WARNINGS / NOTES
-------------------------------------------------------------------------------------
⚠️ WARN: BASE CALIBRATION WARNING — total fuel correction averaging 85.6%. The base VE table may be uniformly off (not just per-cell drift). Investigate before applying corrections.
ℹ️ INFO: 8 cells had AFR data but insufficient valid samples after filtering — not used for correction. Drive these operating ranges more on the next log to convert them into actionable corrections.
-------------------------------------------------------------------------------------

LOW-CONFIDENCE CELLS (drive these operating ranges and re-log to verify)
-------------------------------------------------------------------------------------
41 cells received corrections based on <10 samples.
Recommended action: drive in these operating ranges, capture a fresh log, and re-run analysis.

Cell            Status           Samples(EGO/AFR)   Change     Suggested driving
--------------------------------------------------------------------------------------------------------------
4600 x 50       RICH (CRITICAL)  0/4                -9.0 VE    Light load cruise — gentle hills, light throttle around 4600 RPM
4600 x 55       RICH (CRITICAL)  0/3                -7.0 VE    Light load cruise — gentle hills, light throttle around 4600 RPM
2600 x 85       LEAN             0/1                +5.0 VE    Moderate load — accelerating on highway around 2600 RPM
1200 x 80       RICH (CRITICAL)  0/2                -5.0 VE    Moderate load — accelerating on highway around 1200 RPM
1400 x 80       RICH (CRITICAL)  0.04/4             -5.0 VE    Moderate load — accelerating on highway around 1400 RPM
1200 x 75       RICH (CRITICAL)  0/2                -5.0 VE    Moderate load — accelerating on highway around 1200 RPM
1400 x 75       RICH (CRITICAL)  0.79/7             -5.0 VE    Moderate load — accelerating on highway around 1400 RPM
2200 x 75       RICH             1.59/5             -5.0 VE    Moderate load — accelerating on highway around 2200 RPM
2600 x 75       RICH             0.02/3             -5.0 VE    Moderate load — accelerating on highway around 2600 RPM
1200 x 70       RICH (CRITICAL)  0/7                -5.0 VE    Moderate load — accelerating on highway around 1200 RPM
4400 x 50       RICH             0/9                -5.0 VE    Light load cruise — gentle hills, light throttle around 4400 RPM
4700 x 50       RICH (CRITICAL)  0/1                -5.0 VE    Light load cruise — gentle hills, light throttle around 4700 RPM
4400 x 45       RICH             0/9                -5.0 VE    Light load cruise — gentle hills, light throttle around 4400 RPM
4400 x 40       RICH             0/9                -5.0 VE    Light load cruise — gentle hills, light throttle around 4400 RPM
4200 x 35       RICH (CRITICAL)  0/5                -5.0 VE    Steady cruise at low load — flat highway around 4200 RPM
1200 x 90       RICH (CRITICAL)  0/3                -4.0 VE    Moderate load — accelerating on highway around 1200 RPM
1200 x 85       RICH (CRITICAL)  0/2                -4.0 VE    Moderate load — accelerating on highway around 1200 RPM
2200 x 80       RICH             0.4/2              -4.0 VE    Moderate load — accelerating on highway around 2200 RPM
3000 x 80       RICH (CRITICAL)  0/3                -4.0 VE    Moderate load — accelerating on highway around 3000 RPM
800 x 75        RICH (CRITICAL)  0/2                -4.0 VE    Moderate load — accelerating on highway around 800 RPM
800 x 60        RICH (CRITICAL)  0/8                -4.0 VE    Light load cruise — gentle hills, light throttle around 800 RPM
4600 x 40       LEAN             0/2                +4.0 VE    Light load cruise — gentle hills, light throttle around 4600 RPM
4600 x 35       LEAN             0/3                +4.0 VE    Steady cruise at low load — flat highway around 4600 RPM
800 x 90        RICH (CRITICAL)  0/1                -3.0 VE    Moderate load — accelerating on highway around 800 RPM
800 x 85        RICH (CRITICAL)  0/3                -3.0 VE    Moderate load — accelerating on highway around 800 RPM
800 x 80        RICH (CRITICAL)  0/2                -3.0 VE    Moderate load — accelerating on highway around 800 RPM
1800 x 80       RICH             1.97/6             -3.0 VE    Moderate load — accelerating on highway around 1800 RPM
800 x 70        RICH (CRITICAL)  0/4                -3.0 VE    Moderate load — accelerating on highway around 800 RPM
2200 x 70       RICH (CRITICAL)  4.35/7             -3.0 VE    Moderate load — accelerating on highway around 2200 RPM
2600 x 70       RICH (CRITICAL)  0.31/9             -3.0 VE    Moderate load — accelerating on highway around 2600 RPM
800 x 65        RICH (CRITICAL)  0/7                -3.0 VE    Light load cruise — gentle hills, light throttle around 800 RPM
4400 x 60       RICH             0/8                -3.0 VE    Light load cruise — gentle hills, light throttle around 4400 RPM
4600 x 60       RICH             0/2                -3.0 VE    Light load cruise — gentle hills, light throttle around 4600 RPM
4400 x 35       RICH             0/5                -3.0 VE    Steady cruise at low load — flat highway around 4400 RPM
4600 x 30.1     LEAN             0/2                +3.0 VE    Steady cruise at low load — flat highway around 4600 RPM
3000 x 95       RICH             0/5                -2.0 VE    Moderate load — accelerating on highway around 3000 RPM
2200 x 85       RICH             0/1                -2.0 VE    Moderate load — accelerating on highway around 2200 RPM
3000 x 90       RICH             0/4                -1.0 VE    Moderate load — accelerating on highway around 3000 RPM
4400 x 30.1     RICH             0/8                -1.0 VE    Steady cruise at low load — flat highway around 4400 RPM
4700 x 45       RICH             0/1                -0.2 VE    Light load cruise — gentle hills, light throttle around 4700 RPM
4700 x 30.1     LEAN (CRITICAL)  0/1                -0.1 VE    Steady cruise at low load — flat highway around 4700 RPM


UNCOVERED OPERATING REGIONS (no data — drive here next)
-------------------------------------------------------------------------------------
  MAP 95 kPa, 3800 RPM
  MAP 90 kPa, 1400–2600 RPM
  MAP 85 kPa, 1400–1800 RPM
  MAP 80 kPa, 2600 RPM
  MAP 80 kPa, 4000 RPM
  MAP 70 kPa, 4400 RPM
  MAP 35 kPa, 4700 RPM


EGO AUTHORITY EXHAUSTED (see EGO Clamp Report for details)
-------------------------------------------------------------------------------------
14 cells hit the EGO authority ceiling on >5% of frames.
Action: widen this tune EGO authority (egoLimit) in TunerStudio and re-log.
Full corrections on those cells are UNDERSTATED until authority is widened.


=====================================================================================
NEXT STEPS
  1. Apply the corrected MSQ to the car.
  2. Drive in the operating regions listed above — both low-confidence cells and uncovered regions.
  3. Capture a fresh log and send it back for the next tuning round.
  4. If EGO authority was exhausted, widen authority before the next log.

Tool & Log Diagnostics

TOOL & LOG DIAGNOSTICS
Generated: 8/6/2026, 10:32:49 PM
Tool: VE Table AFR Analysis v15.91-P3.10-CH7.5B20.11.1-PID-SIMPLE-RAW-FIRST-LOCAL-TWO-CLOCK-EGO-REHOME-POST-FC-2500MS-EXPORT-SCOPE-FIX (build 2026-08-04)
Source log: ve_diagnostics_2026-08-07(1).txt
Report generator: ve_customer_report v10.5
=====================================================================================

WARNINGS / NOTES
-------------------------------------------------------------------------------------
⚠️ WARN: BASE CALIBRATION WARNING — total fuel correction averaging 85.6%. The base VE table may be uniformly off (not just per-cell drift). Investigate before applying corrections.
ℹ️ INFO: 8 cells had AFR data but insufficient valid samples after filtering — not used for correction. Drive these operating ranges more on the next log to convert them into actionable corrections.
-------------------------------------------------------------------------------------

WIDEBAND SENSOR
-------------------------------------------------------------------------------------
Saturation peg AFR:            22.30
Stability:                     ±0.00 AFR
Health classification:         STABLE
Measured AFR-vs-target bias:   -0.141 AFR

MAT CORRECTION
-------------------------------------------------------------------------------------
MAT range in log:              77.7°F
Air cor mean:                  86.34%
Air cor stdev:                 ±2.12

EGO/AFR AGREEMENT
-------------------------------------------------------------------------------------
Mean AFR error (measured-target):  -0.072 AFR
Mean EGO trim (deviation from 100%): -2.01%
Signs:                              AGREE

FUEL CORRECTION COMPONENTS
-------------------------------------------------------------------------------------
Air (MAT):    86.4%
Baro:         99.5%
Warmup:       100.2%
EGO:          99.0%
Product:      85.3%

EGO SCATTER
-------------------------------------------------------------------------------------
Median:                        0.00%
Scatter threshold applied:     4.00%

Coverage Visuals

Table dimensions: 16 RPM × 16 MAP (256 cells) Cells the engine hit (any hits at all): 159 of 256 Cells with ≥5 valid samples (qualified): 116 Total valid samples across cells: 25588 Cells with corrections applied: 101

1. Hits — Raw Frames

Where the engine actually spent time during this log, before any filtering. Dark cells = lots of time spent there.
1718178126371111122212145037681522102640371812253523346349194163146432971136105523514530516471601172022071398152288476173951592822922541891036539154253949311935660649245234010458421631793134120149680121814071617881885943162429743151461631219252139905330273552443514415331561143212162234835127690337634338311123582191290137629043341375121215121201012478235444171432052793184387390322282800120014001800220026003000340038004000420044004600470048004900100989590858075706560555045403530.1RPM →MAP (kPa)
0 hits
low hits
high hits

Raw frame hits before filtering. Shows where the engine actually spent time during the log.

2. Coverage — Valid Samples After Gating

Cells with enough valid data to drive a confident correction. Red/yellow cells need more driving in those operating ranges.
5613471321132172246239112271153225614712107948171241717172012264544382320102816172527725890472813821114928257717010912065291511370746532311403192614291422118941141616694142287688763172249511149311072562360393105910932500713101592143331932976907231095344855312188150702138710877342433415821800120014001800220026003000340038004000420044004600470048004900100989590858075706560555045403530.1RPM →MAP (kPa)
0 samples
1-4 (very low)
5-14 (low)
15-29 (medium)
30+ (high)

Valid samples after all filters/gates. ≥5 samples is the minimum threshold for confident corrections.

3. VE Changes Applied — Delta Map

Red = added VE (LEAN correction, more fuel). Blue = pulled VE (RICH correction, less fuel). Green dashed outlines mark cells with ≥5 samples (changes earned by direct evidence).
-2.0-3.0-4.0-4.0-1.0-1.0-3.0-4.0-3.0-2.0-2.0+5.0-3.0-5.0-5.0-3.0-4.0-4.0-4.0-5.0-5.0-1.0-5.0-5.0-1.0-3.0-5.0-4.0-3.0-3.0-3.0-3.0-5.0-4.0-6.0-3.0-3.0-3.0-4.0-5.0-5.0-6.0-2.0-3.0-3.0-3.0-4.0-5.0-5.0-5.0-2.0-4.0-4.0-7.0-3.0-4.0-7.0-5.0-2.0-1.0-3.0-4.0-5.0-9.0-5.0-3.0-4.0-5.0-5.0-4.0-4.0-5.0-0.2+2.0-5.0-1.0-3.0-4.0+8.0-3.0-5.0-5.0+4.0-5.0-1.0-3.0-4.0+8.0-5.0-3.0+4.0+1.0+5.0+3.0+11.0+19.0+2.0-6.0-1.0+3.0-0.1800120014001800220026003000340038004000420044004600470048004900100989590858075706560555045403530.1RPM →MAP (kPa)
no change
small LEAN add
large LEAN add
small RICH pull
large RICH pull
≥5 samples (earned)

VE changes applied. Green-dashed outlines mark cells with direct evidence; changes outside the outline came from smoothing.