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The AI handicapping contest

What can be verified about the 2025 contest, what cannot, and where the 2026 numbers stand. Everything on this page is labelled by how well it is sourced.

Verified historical data

The table below is not our own reconstruction. It is the leaderboard as the Internet Archive captured it on 15 August 2025, mid-contest, from this site. It is a third-party, timestamped record.

Leaderboard as of 15 August 2025

ModelRecordUnits Win %WageredROI
Claude58-38-1+32.62u60.4%213.25u+15.3%
Gemini59-39-1+22.08u60.2%178.14u+12.4%
ChatGPT67-41-1+20.55u62.0%207.75u+9.9%
Source: Internet Archive capture, 15 Aug 2025

Picks published on 9 August 2025

Published the morning of the games, before results, as the archive shows.

ModelCard that day
Claude3u Royals ML (-116) · 2u Astros ML (-122) · 2u Mets ML (+118) · 1u Nationals ML (+155) · 1u Phillies ML (+120)
ChatGPT3u Astros ML (-122) · 3u Guardians ML (-132) · 2u Giants ML (-161) · 2u Cubs ML (-108) · 1u Rays F5 ML (+111) · 1u D-backs -1.5 (-110)
GeminiAstros ML (-122) · Giants ML (-161) · Guardians ML (-132) · Astros TT Over 4.5 (+114) · COL/ARI Over 9.5 (-110) · TOR/LAD Over 8.5 (-119)
Source: Internet Archive capture, 9 Aug 2025
What is not recoverable

This site previously published final 2025 totals for each model. Those finals cannot be reproduced. We searched for a source ledger across local storage, the web server and every other site on it, the GitHub account and its code search, prior working copies, the site's own files and the Internet Archive. No per-pick record exists for the final week of the contest, or for any week. Rather than restate numbers we cannot stand behind, they have been removed. The two archived captures above are what survives, and they are shown exactly as captured.

2026 contest

The 2026 material is a different case: its arithmetic checks out. The tracker's five model records sum exactly to its stated 469 graded picks, and the diagnostic's four sum exactly to its stated 314. The two reconcile with each other as successive snapshots. Both are kept, each stamped with the date its data stops.

Snapshot · 19 Apr 2026

2026 tracker

Five models, 469 graded picks, combined 210-232-27. Data ends 19 April 2026.

Snapshot · 10 Apr 2026

2026 diagnostic

Four models, 314 graded picks, combined 138-155-21 and −95.08 units. Data ends 10 April 2026.