Agatha.gg AI Sports Picks

Agatha.gg is a sports picks platform that uses AI models instead of human handicappers: every pick comes with a confidence percentage, each bet is a flat stake of 1 unit (1u), and every card is encrypted and sealed onto the Solana public chain 15 minutes before kickoff, then graded in public one by one after the game.

Core capabilities

• Pre-game on-chain sealing: 15 minutes before kickoff the pick, line and odds are frozen into a Solana mainnet transaction, and after the game the key is published so anyone can decrypt and verify it
• Open methodology: the precogs ensemble walks through 20+ years of data in strict chronological order in a blind test, a two-stage holdout check guards against overfitting, and confidence is the calibrated probability itself
• Explicit board thresholds: a pick only makes the board at 55%–95% confidence, odds longer than -250 (1.40 decimal) and at least 15 minutes before kickoff
• Four-tier label system: Best Bet / EDGE / LEAN / PRED, plus a DOG flag for the popular side, with stakes held at a uniform 1u and never scaled up or down by confidence
• 39-book odds comparison: US, Canada, Offshore, Crypto and International regions, with US/DEC formats and a Crypto only filter
• 18 sports covered end to end: NFL, NBA, MLB, NHL, NCAAB, NCAAF, WNBA, Soccer, Tennis, Golf, NCAAW, Esports, Boxing, CFL, MLS, UFC, F1, NASCAR

Who it is for For everyday bettors who want a free, disciplined second opinion they can audit afterwards, and for data-minded fans who look up ticket numbers, compare sealed odds with closing odds and work out CLV themselves.

What sets it apart Most picks sites publish their own record; Agatha.gg turns "uneditable" into a mechanism: on-chain timestamps, daily keys and ticket-number reconciliation interlock. Competitors' free tiers are mostly limited samples, while here the full picks board, the ledger and the odds comparison are all open at once.

Editorial take In a category that has long lacked checkable standards, Agatha.gg builds trust with cryptography rather than sales talk: picks are sealed on-chain before the game and graded afterwards, and the methodology documents are reproducible. The record is kept at a flat 1 unit per bet with daily profit and loss published, so you can check it yourself. The tool outputs probability references, not betting advice, so please use it with your own judgment and sensibly.