Calibration evidence

Every priced scan record is precommitted before the market resolves; losses and non-actionable forecasts are kept. Confidence is earned only through independent, resolved events — never asserted.

Report generated 2026-08-27T09:58:19.784891+00:00 Evidence ledger verified (1264858 records)

36109
Precommitted forecasts
20759
Resolved
15350
Unresolved
90
Independent events

Overall reliability

0.126
Brier score (lower is better)
0.289
Max calibration gap
20759
Scored rows
Reliability by probability band — hit rate is only meaningful with its sample count.
BandnMean predictedActual hit rate
0.0-0.1 8637 3.0% 4.4%
0.1-0.2 4155 15.1% 15.9%
0.2-0.3 4415 24.9% 27.1%
0.3-0.4 2447 32.9% 34.2%
0.4-0.5 418 44.7% 25.6%
0.5-0.6 292 54.4% 34.6%
0.6-0.7 174 64.5% 44.3%
0.7-0.8 111 74.9% 45.9%
0.8-0.9 58 84.3% 60.3%
0.9-1.0 52 95.6% 76.9%

Prospective evidence by exact model version

Only rows produced under the exact deployed version can unlock that version's execution interlock.

FamilyModel version PrecommittedResolved rows Independent eventsBrier
economics.core_cpicore-cpi-official-ensemble-v2 1960 0 0
economics.gdpgdp-official-ensemble-v2 406 0 0
economics.headline_cpiheadline-cpi-official-ensemble-v2 4028 141 3 0.0448
economics.laborlabor-official-history-v1 3920 0 0
economics.recessionspf-recession-v1 58 9 2 0.0319
energy.henry_hub_spothenry-hub-post-issuance-annual-max-v3 315 0 0
energy.henry_hub_spothenry-hub-seasonal-annual-max-v2 7 0 0
sports.world_cupworld-cup-live-bracket-elo-v2 374 293 44 0.121
weather.hurricane_seasonnoaa-seasonal-count-v2-update-aware 1125 0 0
weather.temperatureweather-ensemble-v2 1920 1920 4 0.1303
weather.temperatureweather-ensemble-v3-power-calibrated 21996 18396 39 0.1266

Retrospective model-development validation

weather.temperature: weather-ensemble-v3-power-calibrated was tested by applying its power_transform (gamma 0.65) to 240 independent events from weather-ensemble-v2.

Brier: 0.1303 → 0.1256. Walk-forward improved: yes. This does not count toward prospective promotion.

Promotion readiness by family

FamilyIndependent events Next checkpointConcordance Closing coverageEligible
economics.headline_cpi 3 30 no checks yet 100.0% (3 groups) accumulating
economics.recession 2 30 no checks yet 100.0% (2 groups) accumulating
sports.world_cup 44 100 no checks yet 50.0% (22 groups) accumulating
weather.temperature 39 100 100.0% (1561 checks) 100.0% (1561 groups) accumulating

all priced scan records are precommitted; losses and non-actionable forecasts are retained

Machine-readable: https://api.trueodd.xyz/v1/calibration. Each resolved forecast is receipted — verify receipts.