Public model scoreboard

Our MLB model tracks the sportsbook market within 4.30 percentage points across 1,456 bookmaker-game comparisons.

We archive pregame win forecasts and sportsbook moneylines, then score both after each final. Each bookmaker's result uses the games where its archived line overlaps our forecast.

The scoreboard

Every number below comes from archived pregame forecasts scored against resolved outcomes. No cherry-picked windows — the lifetime pregame-v3 sample is what you see.

479MLB games evaluated
4Bookmakers tracked head-to-head
1,456Total matched samples
PublicEvery score verifiable below
MLB pregame Brier
Beats baseline by 5%
0.2364
5.4% better than the 0.2500 base-rate benchmark. Lower is better.
Lifetime pregame-v3 sample: 479 completed games.
Playoff-odds gap vs FanGraphs
Within 4 pts of industry standard
0.26pp
Mean absolute difference on playoff probabilities across all 30 MLB teams. FanGraphs is the industry's most-cited public playoff-odds source. Lower = closer alignment.
Bookmaker head-to-head
0/4
Books where Clinch posted a lower Brier score on the matched-game sample. Pick-rate lead: 0 of 4 books. Per-book scorecards below.
Matched samples
1,456
Sum of per-book MLB game samples. One game can count once for each bookmaker with an archived line. Bigger sample = more reliable comparison.

Head-to-head vs the sportsbooks

Where archived pregame moneylines overlap a Clinch game-win forecast, both probabilities are scored against the same final. Each bookmaker has its own matched sample; collection dates and coverage differ.

MLB

Bookmaker Since Games Clinch Brier Book Brier Clinch pick % Book pick % Avg gap Result
DraftKings Aug 18, 2026 455 0.2343 0.2307 59.2% 61.0% 4.18pp Book better
FanDuel Aug 26, 2026 335 0.2344 0.2319 58.4% 59.4% 4.28pp Book better
BetMGM Aug 26, 2026 335 0.2342 0.2307 58.7% 60.3% 4.45pp Book better
Pinnacle Aug 26, 2026 331 0.2346 0.2337 58.8% 59.4% 4.30pp Book better
Awaiting matched results: NHLNBA

Sportsbooks are a demanding benchmark because their lines react to market activity. Read the comparison method at /vs-sportsbooks.

Public odds services

FanGraphs and MoneyPuck don't publish game-by-game moneylines; they publish season-long playoff probabilities. That's the same problem Clinch is solving, so it's the fairer apples-to-apples comparison for our headline product.

MLB
Clinch vs FanGraphs Playoff Odds 30 teams matched under mlb-pregame-v3 · Playoff-odds mean-absolute-difference is a similarity measure, not an accuracy score. Both sides can be wrong the same way.
0.3pp playoff gap
1.2pp title gap

Season track record

Model version stays fixed across each row. If we ship a v4 that's better than v3, we won't retroactively rewrite these rows — we'll start a new row.

Multi-season record

A multi-season record appears after a second completed season scores under the same model version.

Archived per-season snapshots
MLB 2025 season 30 teams · cutoff 2025-06-30 — exactly 90 days before the 2025-09-28 regular-season end · legacy / unversioned; legacy captured history
0.2400Base-rate Brier
0.2057Model Brier
NBA 20252026 season 30 teams · cutoff 2026-01-12 — exactly 90 days before the 2026-04-12 regular-season end · legacy / unversioned; legacy captured history
0.2489Base-rate Brier
0.0728Model Brier
NHL 20252026 season 32 teams · cutoff 2026-01-16 — exactly 90 days before the 2026-04-16 regular-season end · legacy / unversioned; legacy captured history
0.2500Base-rate Brier
0.1675Model Brier
Technical scorecards paired-season scorecard, per-model Brier, title-odds gaps

Paired season scorecard

Same season, same cutoff, both sides — the strictest apples-to-apples test.

No completed paired season yet. MLB 2026 is being captured now and becomes scoreable only after the season ends.

Per-model Brier comparison

Archived model versions with their completed-game counts and Brier scores. Each version may cover a different set of games.

MLB mc-v1 484 completed games / 969 team forecasts
0.2500Base-rate Brier
0.2441Model Brier
MLB mlb-pregame-v3 current 479 completed games / 958 team forecasts
0.2500Base-rate Brier
0.2364Model Brier
MLB mlb-pregame-v2 200 completed games / 399 team forecasts
0.2500Base-rate Brier
0.2455Model Brier

Where title odds differ most

Difference is a disagreement measure, not an accuracy score. Reference values pulled from FanGraphs Playoff Odds.

Sport Team Clinch FanGraphs Playoff Odds Gap
MLB LAD 20.8% 29.6% 8.8pp
MLB MIL 17.9% 11.2% 6.7pp
MLB TB 13.7% 9.2% 4.5pp
MLB BOS 4.6% 8.5% 3.9pp
MLB NYY 10.1% 7.1% 3.0pp

Where title odds match closest

The teams where our model and the reference agree the most — worth flagging both because it's honest.

Sport Team Clinch FanGraphs Playoff Odds Gap
MLB CHC 5.8% 5.8% 0.0pp
MLB PHI 4.0% 4.6% 0.6pp
MLB SD 3.1% 3.7% 0.6pp
MLB HOU 2.1% 3.2% 1.1pp
MLB CHW 5.2% 3.4% 1.8pp

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