A benchmark framework that beat all other models in real time trading @Polymarket

Best part is that it's based on an open source LLM (called MiMo)

Interesting reasons for its outperformance that the paper points to, are:

1. high confidence bets needed news support. Wrong overconfident bets were punished 😬

2. It doesn’t just read the market odds, it also processes news, order-book snapshots, and other real world signals

3. models were pushed to skip weak bets and act only when their view strongly beat market odds

4. It can analyse multiple markets at once, comparing strategies and confidence across them to avoid mistakes and maximize gains

Really interesting read 👇

https://x.com/intelscout/status/2053494253654036509?s=46&t=hr2fbvcHJGpvp_SbDstdzg