Model transparency
How the model's weights changed over time.
Every time the weekly optimizer runs, it logs the proposed weights, the
out-of-sample AUC, and whether the result actually shipped. This is that
record — straight from the optimizer's audit trail, not a marketing recap.
102
Optimizer runs logged
The optimizer fits an L2 logistic regression on every scored matchup, then
proposes new weights. A run only ships if its AUC lift clears the guardrail
and it doesn't lose home runs in the top-N capture check — so most runs are
logged as proposed, not applied. The per-feature deltas below compare
each shipped version against the previous shipped version.
2026-09-28
Proposed · not shipped
Test AUC 0.6129
·
+0.0027 lift
vs baseline
· 34,036 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.3
Barrel%
14.8
Avg Exit Velo
8.8
Park Factor
4.8
Pitcher FIP
4.6
Recent HR Density (14d)
3.4
HR/FB Matchup
0.1
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-27
Proposed · not shipped
Test AUC 0.6156
·
+0.0017 lift
vs baseline
· 33,781 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.3
Barrel%
15.2
Avg Exit Velo
8.9
Park Factor
4.7
Pitcher FIP
4.6
Recent HR Density (14d)
3.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-26
Proposed · not shipped
Test AUC 0.6172
·
+0.0009 lift
vs baseline
· 33,564 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.5
Barrel%
15.1
Avg Exit Velo
8.9
Park Factor
4.8
Pitcher FIP
4.6
Recent HR Density (14d)
3.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-25
Proposed · not shipped
Test AUC 0.6142
·
+0.0010 lift
vs baseline
· 33,289 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.8
Barrel%
14.6
Avg Exit Velo
8.7
Pitcher FIP
5.0
Park Factor
4.6
Recent HR Density (14d)
3.2
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-24
Proposed · not shipped
Test AUC 0.6144
·
+0.0014 lift
vs baseline
· 33,088 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.8
Barrel%
14.6
Avg Exit Velo
8.7
Pitcher FIP
5.0
Park Factor
4.6
Recent HR Density (14d)
3.2
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-23
Proposed · not shipped
Test AUC 0.6103
·
-0.0005 lift
vs baseline
· 32,829 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.3
Barrel%
15.2
Avg Exit Velo
8.8
Pitcher FIP
5.2
Park Factor
4.5
Recent HR Density (14d)
3.0
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-22
Proposed · not shipped
Test AUC 0.6066
·
+0.0005 lift
vs baseline
· 32,578 matchups
· 10 features
Show full weight vector (10 features)
Barrel%
15.3
ISO
15.2
Avg Exit Velo
9.2
Pitcher FIP
4.9
Park Factor
4.6
Recent HR Density (14d)
2.8
HR/FB Matchup
0.1
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-21
Proposed · not shipped
Test AUC 0.6090
·
+0.0004 lift
vs baseline
· 32,534 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.9
Barrel%
14.9
Avg Exit Velo
8.9
Pitcher FIP
5.0
Park Factor
4.7
Recent HR Density (14d)
2.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-20
Proposed · not shipped
Test AUC 0.6105
·
+0.0017 lift
vs baseline
· 32,278 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.9
Barrel%
14.8
Avg Exit Velo
8.8
Pitcher FIP
5.2
Park Factor
4.7
Recent HR Density (14d)
2.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-19
Proposed · not shipped
Test AUC 0.6111
·
+0.0014 lift
vs baseline
· 32,028 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.9
Barrel%
14.8
Avg Exit Velo
8.8
Pitcher FIP
5.2
Park Factor
4.7
Recent HR Density (14d)
2.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-09-18
Proposed · not shipped
Test AUC 0.6066
·
+0.0025 lift
vs baseline
· 31,786 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.6
Barrel%
15.2
Avg Exit Velo
8.7
Pitcher FIP
5.1
Park Factor
4.8
Recent HR Density (14d)
2.2
Season HR Rate
0.4
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-17
Proposed · not shipped
Test AUC 0.6080
·
+0.0040 lift
vs baseline
· 31,634 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.1
Barrel%
15.1
Avg Exit Velo
8.3
Pitcher FIP
5.0
Park Factor
4.9
Recent HR Density (14d)
2.0
Season HR Rate
0.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-16
Proposed · not shipped
Test AUC 0.6094
·
+0.0045 lift
vs baseline
· 31,384 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.0
Barrel%
15.8
Avg Exit Velo
8.1
Park Factor
4.9
Pitcher FIP
4.7
Recent HR Density (14d)
1.9
Season HR Rate
0.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-14
Proposed · not shipped
Test AUC 0.6072
·
+0.0025 lift
vs baseline
· 30,972 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.7
Barrel%
15.3
Avg Exit Velo
8.3
Park Factor
4.8
Pitcher FIP
4.6
Recent HR Density (14d)
1.7
Season HR Rate
0.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-13
Proposed · not shipped
Test AUC 0.6101
·
+0.0026 lift
vs baseline
· 30,715 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.8
Barrel%
15.0
Avg Exit Velo
8.4
Park Factor
4.7
Pitcher FIP
4.5
Recent HR Density (14d)
1.9
Season HR Rate
0.7
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-12
Proposed · not shipped
Test AUC 0.6086
·
+0.0020 lift
vs baseline
· 30,463 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.0
Barrel%
14.8
Avg Exit Velo
8.0
Park Factor
4.8
Pitcher FIP
4.7
Recent HR Density (14d)
2.0
Season HR Rate
0.8
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-11
Proposed · not shipped
Test AUC 0.6045
·
+0.0016 lift
vs baseline
· 30,218 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.7
Barrel%
14.7
Avg Exit Velo
8.1
Park Factor
4.9
Pitcher FIP
4.5
Recent HR Density (14d)
2.0
Season HR Rate
1.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-10
Proposed · not shipped
Test AUC 0.6028
·
-0.0001 lift
vs baseline
· 30,133 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.2
Barrel%
15.6
Avg Exit Velo
7.9
Park Factor
4.6
Pitcher FIP
4.5
Recent HR Density (14d)
1.9
Season HR Rate
1.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-09
Proposed · not shipped
Test AUC 0.5986
·
-0.0011 lift
vs baseline
· 29,875 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.2
Barrel%
15.6
Avg Exit Velo
7.9
Park Factor
4.6
Pitcher FIP
4.5
Recent HR Density (14d)
1.9
Season HR Rate
1.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-08
Proposed · not shipped
Test AUC 0.5971
·
-0.0029 lift
vs baseline
· 29,635 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.9
Barrel%
15.2
Avg Exit Velo
7.8
Pitcher FIP
4.5
Park Factor
4.5
Recent HR Density (14d)
2.2
Season HR Rate
1.0
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-07
Proposed · not shipped
Test AUC 0.5969
·
-0.0015 lift
vs baseline
· 29,461 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.6
Barrel%
15.6
Avg Exit Velo
7.5
Pitcher FIP
4.5
Park Factor
4.5
Recent HR Density (14d)
2.1
Season HR Rate
1.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-06
Proposed · not shipped
Test AUC 0.6002
·
-0.0021 lift
vs baseline
· 29,206 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.3
Barrel%
15.0
Avg Exit Velo
7.6
Park Factor
4.6
Pitcher FIP
4.4
Recent HR Density (14d)
2.4
Season HR Rate
0.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-05
Proposed · not shipped
Test AUC 0.6005
·
-0.0039 lift
vs baseline
· 28,954 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.7
Barrel%
14.8
Avg Exit Velo
7.7
Park Factor
4.6
Pitcher FIP
4.3
Recent HR Density (14d)
2.6
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-04
Proposed · not shipped
Test AUC 0.6027
·
-0.0045 lift
vs baseline
· 28,698 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.7
Barrel%
14.8
Avg Exit Velo
7.7
Park Factor
4.6
Pitcher FIP
4.3
Recent HR Density (14d)
2.6
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-03
Proposed · not shipped
Test AUC 0.6002
·
-0.0047 lift
vs baseline
· 28,551 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.3
Barrel%
15.0
Avg Exit Velo
7.7
Pitcher FIP
4.5
Park Factor
4.4
Recent HR Density (14d)
2.8
Season HR Rate
0.4
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-02
Proposed · not shipped
Test AUC 0.6025
·
-0.0062 lift
vs baseline
· 28,306 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.3
Barrel%
15.3
Avg Exit Velo
7.4
Pitcher FIP
4.7
Park Factor
4.6
Recent HR Density (14d)
2.5
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-09-01
Proposed · not shipped
Test AUC 0.6016
·
-0.0062 lift
vs baseline
· 28,060 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.4
Barrel%
14.9
Avg Exit Velo
7.2
Pitcher FIP
4.7
Park Factor
4.6
Recent HR Density (14d)
2.9
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-31
Proposed · not shipped
Test AUC 0.5974
·
-0.0049 lift
vs baseline
· 27,865 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.2
Barrel%
14.6
Avg Exit Velo
7.5
Pitcher FIP
4.9
Park Factor
4.7
Recent HR Density (14d)
2.8
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-30
Proposed · not shipped
Test AUC 0.5976
·
-0.0044 lift
vs baseline
· 27,625 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.2
Barrel%
14.6
Avg Exit Velo
7.5
Pitcher FIP
4.9
Park Factor
4.7
Recent HR Density (14d)
2.8
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-29
Proposed · not shipped
Test AUC 0.5899
·
-0.0052 lift
vs baseline
· 27,353 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.4
Barrel%
13.9
Avg Exit Velo
7.6
Pitcher FIP
5.2
Park Factor
4.6
Recent HR Density (14d)
3.0
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-28
Proposed · not shipped
Test AUC 0.5851
·
-0.0069 lift
vs baseline
· 27,111 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.9
Barrel%
13.4
Avg Exit Velo
7.9
Pitcher FIP
5.4
Park Factor
4.5
Recent HR Density (14d)
2.6
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-27
Proposed · not shipped
Test AUC 0.5836
·
-0.0072 lift
vs baseline
· 26,997 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.6
Barrel%
13.5
Avg Exit Velo
8.4
Pitcher FIP
5.3
Park Factor
4.5
Recent HR Density (14d)
2.1
Season HR Rate
0.7
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-26
Proposed · not shipped
Test AUC 0.5863
·
-0.0056 lift
vs baseline
· 26,744 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.5
Barrel%
14.4
Avg Exit Velo
8.3
Pitcher FIP
5.3
Park Factor
4.4
Recent HR Density (14d)
2.0
Season HR Rate
0.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-25
Proposed · not shipped
Test AUC 0.5867
·
-0.0039 lift
vs baseline
· 26,510 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.5
Barrel%
14.4
Avg Exit Velo
8.3
Pitcher FIP
5.3
Park Factor
4.4
Recent HR Density (14d)
2.0
Season HR Rate
0.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-24
Proposed · not shipped
Test AUC 0.5880
·
-0.0038 lift
vs baseline
· 26,361 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.6
Barrel%
13.9
Avg Exit Velo
8.3
Pitcher FIP
5.4
Park Factor
4.4
Recent HR Density (14d)
2.2
Season HR Rate
0.2
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-23
Proposed · not shipped
Test AUC 0.5919
·
+0.0003 lift
vs baseline
· 26,110 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.6
Barrel%
14.0
Avg Exit Velo
8.0
Pitcher FIP
5.6
Park Factor
4.4
Recent HR Density (14d)
2.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-22
Proposed · not shipped
Test AUC 0.5988
·
-0.0020 lift
vs baseline
· 25,861 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.0
Barrel%
13.3
Avg Exit Velo
8.2
Pitcher FIP
5.9
Park Factor
4.0
Recent HR Density (14d)
2.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-21
Proposed · not shipped
Test AUC 0.5918
·
-0.0033 lift
vs baseline
· 25,616 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.6
Barrel%
13.6
Avg Exit Velo
8.2
Pitcher FIP
6.1
Park Factor
4.2
Recent HR Density (14d)
2.2
Season HR Rate
0.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-20
Proposed · not shipped
Test AUC 0.5904
·
-0.0044 lift
vs baseline
· 25,467 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.7
Barrel%
13.5
Avg Exit Velo
8.2
Pitcher FIP
6.1
Park Factor
4.2
Recent HR Density (14d)
2.3
Season HR Rate
0.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
2026-08-19
Proposed · not shipped
Test AUC 0.5930
·
-0.0050 lift
vs baseline
· 25,212 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.7
Barrel%
13.8
Avg Exit Velo
7.9
Pitcher FIP
5.9
Park Factor
4.5
Recent HR Density (14d)
2.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-18
Proposed · not shipped
Test AUC 0.5888
·
-0.0080 lift
vs baseline
· 24,962 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.7
Barrel%
13.8
Avg Exit Velo
8.1
Pitcher FIP
5.9
Park Factor
4.2
Recent HR Density (14d)
2.2
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-17
Proposed · not shipped
Test AUC 0.5883
·
-0.0091 lift
vs baseline
· 24,780 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.7
Barrel%
13.7
Avg Exit Velo
8.2
Pitcher FIP
6.0
Park Factor
4.2
Recent HR Density (14d)
2.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-16
Proposed · not shipped
Test AUC 0.5857
·
-0.0090 lift
vs baseline
· 24,530 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.1
Barrel%
14.0
Avg Exit Velo
8.5
Pitcher FIP
6.1
Park Factor
4.1
Recent HR Density (14d)
1.2
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-15
Proposed · not shipped
Test AUC 0.5851
·
-0.0093 lift
vs baseline
· 24,285 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.1
Barrel%
14.0
Avg Exit Velo
8.5
Pitcher FIP
6.1
Park Factor
4.1
Recent HR Density (14d)
1.2
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-14
Proposed · not shipped
Test AUC 0.5785
·
-0.0104 lift
vs baseline
· 24,060 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.1
Barrel%
13.7
Avg Exit Velo
8.9
Pitcher FIP
6.2
Park Factor
4.3
Recent HR Density (14d)
0.8
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-13
Proposed · not shipped
Test AUC 0.5819
·
-0.0092 lift
vs baseline
· 23,913 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.9
Barrel%
13.7
Avg Exit Velo
9.0
Pitcher FIP
6.3
Park Factor
4.5
Recent HR Density (14d)
0.7
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-12
Proposed · not shipped
Test AUC 0.5780
·
-0.0113 lift
vs baseline
· 23,678 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.3
Barrel%
13.4
Avg Exit Velo
9.2
Pitcher FIP
5.7
Park Factor
4.3
Recent HR Density (14d)
1.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-10
Proposed · not shipped
Test AUC 0.5728
·
-0.0172 lift
vs baseline
· 23,309 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.6
Barrel%
13.7
Avg Exit Velo
9.2
Pitcher FIP
5.7
Park Factor
4.3
Recent HR Density (14d)
0.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-09
Proposed · not shipped
Test AUC 0.5648
·
-0.0162 lift
vs baseline
· 23,068 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.3
Barrel%
13.7
Avg Exit Velo
9.4
Pitcher FIP
5.8
Park Factor
4.3
Recent HR Density (14d)
0.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-08
Proposed · not shipped
Test AUC 0.5622
·
-0.0167 lift
vs baseline
· 22,821 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.0
Barrel%
13.9
Avg Exit Velo
8.8
Pitcher FIP
5.7
Park Factor
4.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
Recent HR Density (14d)
0.0
2026-08-07
Proposed · not shipped
Test AUC 0.5620
·
-0.0184 lift
vs baseline
· 22,589 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.2
Barrel%
13.7
Avg Exit Velo
8.9
Pitcher FIP
5.8
Park Factor
4.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
Recent HR Density (14d)
0.0
2026-08-06
Proposed · not shipped
Test AUC 0.5585
·
-0.0142 lift
vs baseline
· 22,413 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.1
Barrel%
13.8
Avg Exit Velo
9.0
Pitcher FIP
5.5
Park Factor
4.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
Recent HR Density (14d)
0.0
2026-08-05
Proposed · not shipped
Test AUC 0.5597
·
-0.0142 lift
vs baseline
· 22,180 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.1
Barrel%
13.8
Avg Exit Velo
9.0
Pitcher FIP
5.5
Park Factor
4.5
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
Recent HR Density (14d)
0.0
2026-08-04
Proposed · not shipped
Test AUC 0.5659
·
-0.0170 lift
vs baseline
· 21,948 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.0
Barrel%
14.0
Avg Exit Velo
9.0
Pitcher FIP
5.4
Park Factor
4.4
Recent HR Density (14d)
0.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-08-03
Proposed · not shipped
Test AUC 0.5764
·
-0.0110 lift
vs baseline
· 21,826 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.0
Barrel%
15.0
Avg Exit Velo
8.3
Pitcher FIP
5.2
Park Factor
4.4
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
Recent HR Density (14d)
0.0
2026-08-02
Proposed · not shipped
Test AUC 0.5851
·
-0.0030 lift
vs baseline
· 21,576 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.1
Barrel%
15.2
Avg Exit Velo
7.9
Pitcher FIP
5.0
Park Factor
4.8
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
Recent HR Density (14d)
0.0
2026-08-01
Proposed · not shipped
Test AUC 0.5867
·
-0.0050 lift
vs baseline
· 21,337 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.1
Barrel%
15.2
Avg Exit Velo
7.7
Pitcher FIP
5.2
Park Factor
4.8
Recent HR Density (14d)
0.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-31
Proposed · not shipped
Test AUC 0.5817
·
-0.0026 lift
vs baseline
· 21,096 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.1
Barrel%
15.2
Avg Exit Velo
7.7
Pitcher FIP
5.2
Park Factor
4.8
Recent HR Density (14d)
0.1
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-30
Proposed · not shipped
Test AUC 0.5765
·
-0.0019 lift
vs baseline
· 20,938 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.7
Barrel%
14.7
Avg Exit Velo
7.1
Pitcher FIP
5.0
Park Factor
4.8
Recent HR Density (14d)
0.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-28
Proposed · not shipped
Test AUC 0.5711
·
+0.0015 lift
vs baseline
· 20,416 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.3
Barrel%
14.2
Avg Exit Velo
7.1
Pitcher FIP
5.0
Park Factor
4.8
Recent HR Density (14d)
1.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-27
Proposed · not shipped
Test AUC 0.5780
·
+0.0053 lift
vs baseline
· 20,220 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.1
Barrel%
14.2
Avg Exit Velo
6.9
Pitcher FIP
5.4
Park Factor
4.8
Recent HR Density (14d)
1.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-26
Proposed · not shipped
Test AUC 0.5759
·
+0.0075 lift
vs baseline
· 19,975 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.1
Barrel%
14.3
Avg Exit Velo
6.9
Pitcher FIP
5.4
Park Factor
4.8
Recent HR Density (14d)
1.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-25
Proposed · not shipped
Test AUC 0.5778
·
+0.0043 lift
vs baseline
· 19,724 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.2
Barrel%
14.8
Avg Exit Velo
6.4
Pitcher FIP
5.4
Park Factor
4.6
Recent HR Density (14d)
1.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-24
Proposed · not shipped
Test AUC 0.5701
·
+0.0040 lift
vs baseline
· 19,476 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.2
Barrel%
14.4
Avg Exit Velo
6.7
Pitcher FIP
5.6
Park Factor
4.4
Recent HR Density (14d)
1.7
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-23
Proposed · not shipped
Test AUC 0.5699
·
+0.0046 lift
vs baseline
· 19,393 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.3
Barrel%
14.6
Avg Exit Velo
6.7
Pitcher FIP
6.1
Park Factor
4.2
Recent HR Density (14d)
1.0
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-22
Proposed · not shipped
Test AUC 0.5811
·
+0.0050 lift
vs baseline
· 19,117 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.7
Barrel%
14.5
Avg Exit Velo
6.5
Pitcher FIP
6.3
Park Factor
4.4
Recent HR Density (14d)
0.7
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-21
Proposed · not shipped
Test AUC 0.5758
·
+0.0017 lift
vs baseline
· 18,879 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.7
Barrel%
14.5
Avg Exit Velo
6.5
Pitcher FIP
6.3
Park Factor
4.4
Recent HR Density (14d)
0.7
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-20
Proposed · not shipped
Test AUC 0.5817
·
+0.0066 lift
vs baseline
· 18,637 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.6
Barrel%
14.8
Pitcher FIP
6.3
Avg Exit Velo
6.0
Park Factor
4.7
Recent HR Density (14d)
0.6
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-19
Proposed · not shipped
Test AUC 0.5847
·
+0.0084 lift
vs baseline
· 18,374 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.5
Barrel%
15.2
Avg Exit Velo
6.0
Pitcher FIP
6.0
Park Factor
4.6
Recent HR Density (14d)
0.7
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-18
Proposed · not shipped
Test AUC 0.5912
·
+0.0053 lift
vs baseline
· 18,109 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.3
Barrel%
15.6
Avg Exit Velo
5.7
Pitcher FIP
5.7
Park Factor
4.7
Recent HR Density (14d)
1.0
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-17
Proposed · not shipped
Test AUC 0.5944
·
+0.0084 lift
vs baseline
· 17,872 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.7
Barrel%
15.4
Avg Exit Velo
5.7
Pitcher FIP
5.0
Park Factor
4.8
Recent HR Density (14d)
1.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-13
Proposed · not shipped
Test AUC 0.5951
·
+0.0086 lift
vs baseline
· 17,857 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.8
Barrel%
15.3
Avg Exit Velo
5.7
Pitcher FIP
5.0
Park Factor
4.8
Recent HR Density (14d)
1.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-12
Proposed · not shipped
Test AUC 0.6061
·
+0.0084 lift
vs baseline
· 17,617 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.7
Barrel%
15.5
Avg Exit Velo
5.8
Pitcher FIP
5.3
Park Factor
4.7
Recent HR Density (14d)
1.0
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
2026-07-11
Proposed · not shipped
Test AUC 0.6030
·
+0.0092 lift
vs baseline
· 17,354 matchups
· 10 features
Show full weight vector (10 features)
ISO
20.0
Barrel%
16.1
Pitcher FIP
5.7
Avg Exit Velo
5.4
Park Factor
4.7
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Season HR Rate
0.0
Recent HR Density (14d)
0.0
2026-07-10
Proposed · not shipped
Test AUC 0.5930
·
+0.0087 lift
vs baseline
· 17,117 matchups
· 10 features
Show full weight vector (10 features)
ISO
20.1
Barrel%
15.9
Pitcher FIP
5.7
Avg Exit Velo
5.5
Park Factor
4.5
Season HR Rate
0.3
HR/FB Matchup
0.0
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-09
Proposed · not shipped
Test AUC 0.5917
·
+0.0073 lift
vs baseline
· 16,910 matchups
· 10 features
Show full weight vector (10 features)
ISO
20.2
Barrel%
15.7
Pitcher FIP
5.7
Avg Exit Velo
5.2
Park Factor
4.6
HR/FB Matchup
0.3
Season HR Rate
0.3
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-08
Proposed · not shipped
Test AUC 0.5889
·
+0.0076 lift
vs baseline
· 16,666 matchups
· 10 features
Show full weight vector (10 features)
ISO
20.0
Barrel%
15.9
Pitcher FIP
5.6
Avg Exit Velo
5.2
Park Factor
4.6
Season HR Rate
0.4
HR/FB Matchup
0.3
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-07
Proposed · not shipped
Test AUC 0.5892
·
+0.0046 lift
vs baseline
· 16,407 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.7
Barrel%
15.8
Pitcher FIP
6.2
Avg Exit Velo
4.3
Park Factor
4.3
Season HR Rate
1.5
HR/FB Matchup
0.2
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-06
Proposed · not shipped
Test AUC 0.5949
·
+0.0060 lift
vs baseline
· 16,284 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.8
Barrel%
15.8
Pitcher FIP
6.2
Avg Exit Velo
4.8
Park Factor
4.4
HR/FB Matchup
0.5
Season HR Rate
0.5
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-05
Proposed · not shipped
Test AUC 0.5932
·
+0.0043 lift
vs baseline
· 16,047 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.6
Barrel%
15.3
Pitcher FIP
6.5
Avg Exit Velo
5.0
Park Factor
4.3
Season HR Rate
0.8
HR/FB Matchup
0.4
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-04
Proposed · not shipped
Test AUC 0.5909
·
+0.0037 lift
vs baseline
· 15,811 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.5
Barrel%
14.6
Pitcher FIP
6.2
Avg Exit Velo
5.6
Park Factor
4.3
Season HR Rate
1.2
HR/FB Matchup
0.5
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-03
Proposed · not shipped
Test AUC 0.5881
·
+0.0049 lift
vs baseline
· 15,601 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.3
Barrel%
14.7
Pitcher FIP
6.3
Avg Exit Velo
5.5
Park Factor
4.3
Season HR Rate
1.3
HR/FB Matchup
0.6
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-02
Proposed · not shipped
Test AUC 0.5953
·
+0.0053 lift
vs baseline
· 15,458 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.2
Barrel%
14.6
Avg Exit Velo
5.7
Pitcher FIP
5.6
Park Factor
4.2
Season HR Rate
1.4
HR/FB Matchup
1.3
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-07-01
Proposed · not shipped
Test AUC 0.5995
·
+0.0049 lift
vs baseline
· 15,241 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.2
Barrel%
14.8
Pitcher FIP
5.9
Avg Exit Velo
5.6
Park Factor
3.9
Season HR Rate
2.3
HR/FB Matchup
1.5
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-30
Proposed · not shipped
Test AUC 0.5914
·
+0.0038 lift
vs baseline
· 15,010 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.8
Barrel%
14.7
Avg Exit Velo
5.5
Pitcher FIP
5.4
Park Factor
3.9
Season HR Rate
3.2
HR/FB Matchup
1.6
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-29
Proposed · not shipped
Test AUC 0.5847
·
-0.0009 lift
vs baseline
· 14,809 matchups
· 10 features
Show full weight vector (10 features)
ISO
17.9
Barrel%
14.0
Avg Exit Velo
5.6
Pitcher FIP
5.1
Season HR Rate
4.3
Park Factor
3.7
HR/FB Matchup
1.3
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-28
Proposed · not shipped
Test AUC 0.5797
·
-0.0005 lift
vs baseline
· 14,575 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.2
Barrel%
13.8
Avg Exit Velo
5.7
Pitcher FIP
5.2
Season HR Rate
4.1
Park Factor
3.7
HR/FB Matchup
1.2
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-27
Proposed · not shipped
Test AUC 0.5813
·
-0.0002 lift
vs baseline
· 14,340 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.6
Barrel%
14.2
Avg Exit Velo
5.9
Pitcher FIP
5.5
Park Factor
3.8
Season HR Rate
3.4
HR/FB Matchup
0.5
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-26
Proposed · not shipped
Test AUC 0.5923
·
+0.0022 lift
vs baseline
· 14,102 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.5
Barrel%
14.0
Avg Exit Velo
6.5
Pitcher FIP
5.8
Park Factor
4.4
Season HR Rate
1.2
HR/FB Matchup
0.6
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-25
Proposed · not shipped
Test AUC 0.5874
·
+0.0011 lift
vs baseline
· 13,962 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.8
Barrel%
13.0
Avg Exit Velo
6.5
Pitcher FIP
6.2
Park Factor
4.1
Season HR Rate
1.7
HR/FB Matchup
0.7
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-24
Proposed · not shipped
Test AUC 0.5955
·
+0.0019 lift
vs baseline
· 13,712 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.3
Barrel%
12.7
Avg Exit Velo
6.6
Pitcher FIP
6.3
Park Factor
4.1
HR/FB Matchup
1.9
Season HR Rate
1.1
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-23
Proposed · not shipped
Test AUC 0.6058
·
+0.0010 lift
vs baseline
· 13,481 matchups
· 10 features
Show full weight vector (10 features)
ISO
19.2
Barrel%
12.7
Avg Exit Velo
6.6
Pitcher FIP
6.3
Park Factor
4.1
HR/FB Matchup
1.9
Season HR Rate
1.3
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-22
Proposed · not shipped
Test AUC 0.6170
·
+0.0022 lift
vs baseline
· 13,272 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.7
Barrel%
13.5
Pitcher FIP
6.0
Avg Exit Velo
5.0
Park Factor
4.3
HR/FB Matchup
2.3
Season HR Rate
2.2
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-19
Proposed · not shipped
Test AUC 0.6106
·
-0.0008 lift
vs baseline
· 12,617 matchups
· 10 features
Show full weight vector (10 features)
ISO
18.5
Barrel%
12.4
Pitcher FIP
6.3
Avg Exit Velo
4.4
Park Factor
4.1
Season HR Rate
3.7
HR/FB Matchup
2.7
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-16
Proposed · not shipped
Test AUC 0.6151
·
-0.0010 lift
vs baseline
· 12,029 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.9
Barrel%
12.4
Pitcher FIP
6.4
Season HR Rate
4.5
Park Factor
4.4
Avg Exit Velo
4.0
HR/FB Matchup
3.4
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-15
Proposed · not shipped
Test AUC 0.6049
·
-0.0006 lift
vs baseline
· 11,885 matchups
· 10 features
Show full weight vector (10 features)
ISO
15.9
Barrel%
12.2
Season HR Rate
6.3
Pitcher FIP
6.1
Avg Exit Velo
4.6
Park Factor
3.9
HR/FB Matchup
3.0
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-09
Proposed · not shipped
Test AUC 0.5794
·
-0.0074 lift
vs baseline
· 10,619 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.6
Barrel%
9.0
Pitcher FIP
7.9
Season HR Rate
6.6
HR/FB Matchup
5.0
Avg Exit Velo
4.2
Park Factor
2.7
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-06-08
Proposed · not shipped
Test AUC 0.5781
·
-0.0070 lift
vs baseline
· 10,496 matchups
· 10 features
Show full weight vector (10 features)
ISO
16.8
Barrel%
8.9
Pitcher FIP
7.9
Season HR Rate
6.4
HR/FB Matchup
4.9
Avg Exit Velo
4.3
Park Factor
2.7
Pull%
0.0
FIP–xFIP Gap
0.0
Recent HR Density (14d)
0.0
2026-05-25
Proposed · not shipped
Test AUC 0.6342
·
+0.0006 lift
vs baseline
· 7,142 matchups
· 8 features
Show full weight vector (8 features)
ISO
18.5
Barrel%
16.1
Park Factor
6.2
HR/FB Matchup
4.7
Pitcher FIP
4.5
Avg Exit Velo
2.1
Pull%
0.0
FIP–xFIP Gap
0.0
2026-05-18
Proposed · not shipped
Test AUC 0.6431
·
-0.0018 lift
vs baseline
· 6,865 matchups
· 8 features
Show full weight vector (8 features)
ISO
18.6
Barrel%
17.2
Park Factor
6.7
Pitcher FIP
5.0
HR/FB Matchup
3.2
Avg Exit Velo
1.3
Pull%
0.0
FIP–xFIP Gap
0.0
2026-05-12
Proposed · not shipped
Test AUC 0.6228
·
-0.0149 lift
vs baseline
· 6,696 matchups
· 8 features
Show full weight vector (8 features)
Barrel%
19.2
ISO
18.1
Park Factor
8.1
Avg Exit Velo
2.7
FIP–xFIP Gap
2.5
HR/FB Matchup
0.9
Pull%
0.5
Pitcher FIP
0.0
2026-05-02
Proposed · not shipped
Test AUC 0.6237
·
-0.0339 lift
vs baseline
· 6,696 matchups
· 8 features
Show full weight vector (8 features)
Barrel%
17.1
ISO
16.0
Park Factor
12.7
Avg Exit Velo
2.6
FIP–xFIP Gap
2.1
HR/FB Matchup
1.2
Pull%
0.3
Pitcher FIP
0.0