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NFL game forecasts & backtests 11,978 data points · 1,562 fields
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What the backtests support These verdicts summarize the frozen 2024–2025 evaluation. They do not promote experimental forecasts into current recommendations. A single correct pick is not proof of a repeatable pattern.
One game
No single-game verdict 80% margin range: ±18.0 points; observed coverage 82.3%
A single upset or correct pick cannot tell us whether a forecast has a lasting edge. Judge frozen predictions over many games.
The range is calibrated from historical errors; it does not capture every roster or injury change.
Across games
Measured pooled edge over Elo Model − Elo Brier -0.0078; 95% block interval -0.0140 to -0.0018 (n=569)
Lower Brier is better. The paired interval stays below zero across the pooled held-out games.
This is a historical model comparison, not proof of an advantage on the next matchup.
Across seasons
Consistency still mixed 1 of 2 seasons have a model-favoring 95% interval versus Elo
2024: -0.0139 to 0.0042 · 2025: -0.0186 to -0.0024
Only the evaluated seasons are represented. More unseen seasons and model-change controls are needed before calling this durable.
Player to next season
New signal not established Candidate MAE 3.103 vs age plus production 3.098 (3009 player-seasons)
The candidate does not beat the strongest existing baseline on this point-error measure.
Inspected historical seasons and excluded rookie or thin-history cohorts limit any claim about next-season skill.
Historical market check
Market ahead on paired subset Model − market Brier 0.0107; 95% block interval 0.0040 to 0.0185
Positive values favor the historical market on games with matched odds.
Historical odds lack archived quote times. This is not evidence of a real-time or tradable edge.
Evidence metadata Frozen artifact d5b0aa30726c · Snapshot Sep 5, 2026, 1:00 AM UTC
Read the compact evidence API
Players, teams & metrics All data points Field dictionary This-page CSV uses field path, type and value columns, including source context. Full dataset downloads are above.
11,978 matches · 2351–2400 shown. Every field remains available in the full download. Filters are saved in this page’s address.
Recorded data points Field path Value & type $["games"][0]["gameType"] REG string $["games"][0]["gameday"] 2026-09-09 string $["games"][0]["homeMarginInterval80"][0] -12.614996212746815 number $["games"][0]["homeMarginInterval80"][1] 23.45223078403396 number $["games"][0]["homeTeam"] SEA string $["games"][0]["homeWinProbability"] 0.6833377134376994 number $["games"][0]["kickoff"] 2026-09-10T00:20:00Z string $["games"][0]["market"] Unavailable (null) null $["games"][0]["neutral"] false boolean $["games"][0]["totalInterval80"][0] 27.31001584451345 number $["games"][0]["totalInterval80"][1] 60.02363346903501 number $["games"][0]["week"] 1 number $["games"][1]["awayTeam"] SF string $["games"][1]["eloProbability"] 0.5220024005375744 number $["games"][1]["expectedAwayScore"] 22.51295193343141 number $["games"][1]["expectedHomeMargin"] 1.6660495846543668 number $["games"][1]["expectedHomeScore"] 24.179001518085773 number $["games"][1]["expectedTotal"] 46.69195345151718 number $["games"][1]["featureValues"]["allowedDifference"] -0.3001067810522571 number $["games"][1]["featureValues"]["allowedSum"] 48.611902210836334 number $["games"][1]["featureValues"]["awayGames"] 0 number $["games"][1]["featureValues"]["awayRest"] 21 number $["games"][1]["featureValues"]["eloDifference"] 15.29871385640331 number $["games"][1]["featureValues"]["homeField"] 0 number $["games"][1]["featureValues"]["homeGames"] 0 number $["games"][1]["featureValues"]["homeRest"] 21 number $["games"][1]["featureValues"]["marginDifference"] 5.2391334142540265 number $["games"][1]["featureValues"]["restDifference"] 0 number $["games"][1]["featureValues"]["scoringDifference"] 4.939026633201767 number $["games"][1]["featureValues"]["scoringSum"] 49.78483605569664 number $["games"][1]["featureValues"]["winRateDifference"] 0.001736688118697538 number $["games"][1]["gameId"] 2026_01_SF_LA string $["games"][1]["gameType"] REG string $["games"][1]["gameday"] 2026-09-10 string $["games"][1]["homeMarginInterval80"][0] -16.36756391373602 number $["games"][1]["homeMarginInterval80"][1] 19.69966308304475 number $["games"][1]["homeTeam"] LAR string $["games"][1]["homeWinProbability"] 0.5431516489410508 number $["games"][1]["kickoff"] 2026-09-11T00:35:00Z string $["games"][1]["market"]["caveat"] Observed outcome price; quote age unknown. Market resolves ties/cancellations 50-50; model conditions on a decisive game. No calibrated edge or blend. string $["games"][1]["market"]["comparableProbability"] false boolean $["games"][1]["market"]["conditionId"] 0x5010f84522ade23439a6e7b173896fdcdeea448d9a538127b2f697fcb28a3dfc string $["games"][1]["market"]["eventId"] 776490 string $["games"][1]["market"]["gameId"] 2026_01_SF_LA string $["games"][1]["market"]["homeProbability"] 0.645 number $["games"][1]["market"]["homeTokenId"] 41514607283449108762234032473096133658801591845994412310798346192428634162569 string $["games"][1]["market"]["liquidity"] 26853.0083 number $["games"][1]["market"]["marketId"] 3239630 string $["games"][1]["market"]["matchMethod"] exact_team_pair_and_schedule_kickoff string $["games"][1]["market"]["observedAt"] 2026-09-05T00:06:13.509Z string
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272 scheduled games, 32 team outlooks, probability calibration, score errors and player-production experiments. Frozen preseason research; does not change public rankings.
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Published observations, approved source-labeled aggregates, research and definitions are provided within each dataset's stated scope. Read each record's source, period, scoring and availability. Research visibility does not promote a model into public rankings. Missing means unavailable, never zero. No account records or provider write access.