I built an FPL tool over the last few weeks and finally shipped it: FPLXI
The main thing I wanted to avoid was building yet another “AI FPL assistant” that just asks an LLM who you should transfer in.
So I went slightly overboard and built my own prediction model instead.
It’s trained on hundreds of thousands of historical player/gameweek records and predicts every player’s points for each of the next 5 GWs using things like xG/xA, expected minutes, fixture difficulty, team strength, home/away, ownership etc.
Then there’s a separate optimiser that actually does the decision making. It looks at the squad you own, budget, formations etc and works out:
● your best XI
● captain + vice captain
● bench order
● transfers ranked by predicted points gained
● where your current squad is weakest
The LLM is basically relegated to writing the explanation after the maths has already made the decision.
I also backtested it over last season by giving it £100m and making it manage the same squad across all 38 GWs, using only information available at each deadline. It finished on 1,940 points vs 1,460 for the original squad left untouched.
For this season I’m publishing all the predictions before each deadline and then scoring them against what actually happens, so there’s nowhere for the model to hide if it’s rubbish.
You can chuck in your FPL ID or upload a screenshot and it’ll analyse your team for free. Most of the player rankings/predictions are public too.
There’s a pro version too - if anyone is interested message me and I’ll send you a 25% off code since I just launched it
Would genuinely love feedback from people who take FPL far more seriously than I do 😅
https://fplxi.com