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Optimization Lab
Global Leaderboard
Cross-Experiment Ranking
Model Leaderboard
Compare the strongest projection challengers across all experiments, inspect experiment provenance,
and identify candidates that may be ready for validation or governance review.
Models Tested
114
Distinct challenger models represented on the leaderboard.
Experiments
18
Unique optimization runs contributing leaderboard evidence.
Best Score
9.683913
Best recorded score across the currently ranked model entries.
Active Model
structured-0010-0003
Current production champion for comparison and governance reference.
Leaderboard Interpretation
This surface ranks strong challengers across experiments, but leaderboard position alone is not sufficient for production activation.
Quant Lab
Versioned
Research Evidence
What It Shows
The leaderboard highlights challengers that performed strongly within experiment scoring outcomes.
What It Does Not Prove
A top rank does not guarantee holdout stability, governance approval, or production readiness.
Best Practice
Use leaderboard winners as validation candidates first. Promotion should happen only after governance clears the challenger.
Ranking Posture
Cross-RunPrimary Use
Identify strong challengers, compare cross-experiment winners, and prioritize the next validation queue.
Operational Meaning
This is a ranking surface for research evidence, not a shortcut around the validation workflow.
Champion Context
The active model remains the production benchmark until a challenger proves itself through validation and governance.
Global Model Ranking
Ranked challenger entries across the optimization lab, with experiment provenance and action shortcuts.
Self Optimizing
Experiment Provenance
50 row(s)
Leaderboard Reading Guide
Compare score, experiment source, and sample size together. The strongest leaderboard entry should usually move into validation, not directly into production activation.
| Rank | Model | Experiment | Metric | Score | Games | Actions |
|---|---|---|---|---|---|---|
| #1 |
random-0007-0006
|
adaptive-pra-local-search-1 | PraMAE | 9.683913 | 331 | |
| #2 |
random-0007-0003
|
adaptive-pra-local-search-1 | PraMAE | 9.756461 | 331 | |
| #3 |
random-0002-0004
|
diagnostic-pra-mae-test | PraMAE | 9.763283 | 331 | |
| #4 |
random-0004-0002
|
diagnostic-pra-mae-test 3 | PraMAE | 9.771335 | 331 | |
| #5 |
random-0007-0008
|
adaptive-pra-local-search-1 | PraMAE | 9.786815 | 331 | |
| #6 |
random-0006-0001
|
diagnostic-pra-mae-test 5 parallel | PraMAE | 9.787002 | 331 | |
| #7 |
random-0006-0004
|
diagnostic-pra-mae-test 5 parallel | PraMAE | 9.787002 | 331 | |
| #8 |
random-0006-0002
|
diagnostic-pra-mae-test 5 parallel | PraMAE | 9.788989 | 331 | |
| #9 |
random-0007-0002
|
adaptive-pra-local-search-1 | PraMAE | 9.789199 | 331 | |
| #10 |
random-0002-0003
|
diagnostic-pra-mae-test | PraMAE | 9.789199 | 331 | |
| #11 |
random-0007-0001
|
adaptive-pra-local-search-1 | PraMAE | 9.789481 | 331 | |
| #12 |
random-0007-0005
|
adaptive-pra-local-search-1 | PraMAE | 9.791076 | 331 | |
| #13 |
random-0007-0007
|
adaptive-pra-local-search-1 | PraMAE | 9.792122 | 331 | |
| #14 |
random-0007-0004
|
adaptive-pra-local-search-1 | PraMAE | 9.793861 | 331 | |
| #15 |
random-0006-0003
|
diagnostic-pra-mae-test 5 parallel | PraMAE | 9.794226 | 331 | |
| #16 |
random-0004-0001
|
diagnostic-pra-mae-test 3 | PraMAE | 9.795523 | 331 | |
| #17 |
random-0005-0001
|
diagnostic-pra-mae-test 4 | PraMAE | 9.796148 | 331 | |
| #18 |
random-0002-0002
|
diagnostic-pra-mae-test | PraMAE | 9.796451 | 331 | |
| #19 |
random-0005-0002
|
diagnostic-pra-mae-test 4 | PraMAE | 9.803496 | 331 | |
| #20 |
random-0002-0001
|
diagnostic-pra-mae-test | PraMAE | 9.804433 | 331 | |
| #21 |
structured-0010-0003
Active champion
|
Minutes Calibration Sprint 01 | Run 7 | 2026-03-24 21:12 | MinutesMae | 9.890750 | 2 | |
| #22 |
structured-0010-0003
Active champion
|
Minutes Calibration Sprint 01 | Run 8 | 2026-03-31 22:14 | MinutesMae | 10.760352 | 104 | |
| #23 |
structured-0010-0003
Active champion
|
Structured Adaptive Minutes 3 | MinutesMae | 11.062562 | 331 | |
| #24 |
structured-0010-0011
|
Structured Adaptive Minutes 3 | MinutesMae | 11.134177 | 331 | |
| #25 |
structured-0010-0004
|
Structured Adaptive Minutes 3 | MinutesMae | 11.364522 | 331 | |
| #26 |
structured-0010-0001
|
Structured Adaptive Minutes 3 | MinutesMae | 11.364522 | 331 | |
| #27 |
structured-0009-0001
|
Structured Adaptive Minutes 2 | MinutesMae | 11.364522 | 331 | |
| #28 |
structured-0010-0010
|
Structured Adaptive Minutes 3 | MinutesMae | 11.444622 | 331 | |
| #29 |
structured-0010-0008
|
Structured Adaptive Minutes 3 | MinutesMae | 11.486852 | 331 | |
| #30 |
structured-0010-0012
|
Structured Adaptive Minutes 3 | MinutesMae | 11.486852 | 331 | |
| #31 |
structured-0010-0006
|
Structured Adaptive Minutes 3 | MinutesMae | 11.575143 | 331 | |
| #32 |
structured-0009-0003
|
Structured Adaptive Minutes 2 | MinutesMae | 11.575143 | 331 | |
| #33 |
structured-0009-0002
|
Structured Adaptive Minutes 2 | MinutesMae | 11.575143 | 331 | |
| #34 |
structured-0010-0002
|
Structured Adaptive Minutes 3 | MinutesMae | 11.575143 | 331 | |
| #35 |
structured-0010-0005
|
Structured Adaptive Minutes 3 | MinutesMae | 11.575143 | 331 | |
| #36 |
structured-0016-0003
|
Minutes Calibration Sprint 01 | Run 7 | 2026-03-24 21:12 | MinutesMae | 11.578756 | 475 | |
| #37 |
structured-0014-0003
|
Minutes Calibration Sprint 01 | Run 5 | 2026-03-24 18:05 | MinutesMae | 11.578756 | 475 | |
| #38 |
structured-0015-0003
|
Minutes Calibration Sprint 01 | Run 6 | 2026-03-24 19:45 | MinutesMae | 11.578756 | 475 | |
| #39 |
structured-0011-0003
|
Minutes Calibration Sprint 01 | Run 2 | 2026-03-24 15:03 | MinutesMae | 11.578756 | 475 | |
| #40 |
structured-0012-0003
|
Minutes Calibration Sprint 01 | Run 3 | 2026-03-24 16:27 | MinutesMae | 11.578756 | 475 | |
| #41 |
structured-0013-0003
|
Minutes Calibration Sprint 01 | Run 4 | 2026-03-24 17:27 | MinutesMae | 11.578756 | 475 | |
| #42 |
structured-0010-0007
|
Structured Adaptive Minutes 3 | MinutesMae | 11.619508 | 331 | |
| #43 |
structured-0013-0006
|
Minutes Calibration Sprint 01 | Run 4 | 2026-03-24 17:27 | MinutesMae | 11.626963 | 475 | |
| #44 |
structured-0012-0006
|
Minutes Calibration Sprint 01 | Run 3 | 2026-03-24 16:27 | MinutesMae | 11.626963 | 475 | |
| #45 |
structured-0014-0006
|
Minutes Calibration Sprint 01 | Run 5 | 2026-03-24 18:05 | MinutesMae | 11.626963 | 475 | |
| #46 |
structured-0011-0006
|
Minutes Calibration Sprint 01 | Run 2 | 2026-03-24 15:03 | MinutesMae | 11.626963 | 475 | |
| #47 |
structured-0015-0006
|
Minutes Calibration Sprint 01 | Run 6 | 2026-03-24 19:45 | MinutesMae | 11.626963 | 475 | |
| #48 |
structured-0016-0006
|
Minutes Calibration Sprint 01 | Run 7 | 2026-03-24 21:12 | MinutesMae | 11.626963 | 475 | |
| #49 |
structured-0016-0002
|
Minutes Calibration Sprint 01 | Run 7 | 2026-03-24 21:12 | MinutesMae | 11.693471 | 475 | |
| #50 |
structured-0015-0002
|
Minutes Calibration Sprint 01 | Run 6 | 2026-03-24 19:45 | MinutesMae | 11.693471 | 475 |