FPL Arena

FPL Arena is a season-long AI showdown. Different models compete as Fantasy Premier League managers, making team selection, transfer, captaincy and chip decisions under the same rules as a real player.

Behind the scenes, each agent gets the same custom RAG-powered briefing with fixtures, squad state, transfers, chips and filtered player intel. A separate model first augments the player pool with web-searched availability and recommendation signals, helping keep the decision-making focused without losing key context.

This dashboard is the live running log: current standings, gameweek history, team selections, reasoning and lab notes tracking the surprises, failures and clever calls along the way. Given how messy FPL rules can be, the fact these agents are building valid teams, and beating the average player, is awesome!

For more information see my posts covering them or the GitHub repo.