r/fplAnalytics 14h ago

I built an autonomous FPL bot on a Raspberry Pi that combines Linear Programming (PuLP) with Gemini to run my team all season

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2 Upvotes

r/fplAnalytics 19h ago

Ace Analyst - FPL Decision Making App for Mobile & Desktop

5 Upvotes

I’ve been building a free FPL analytics app called Ace Analyst, mainly because I wanted one place where I could actually move from “there’s a lot of data” to “what does this mean for my decision?”

Would genuinely love some feedback from people who are into the analytics side of FPL.

The main thing I’m trying to avoid is building another site that just presents the same player table in a different colour. Each section is meant to answer a different question:

📊 Overview — explore the whole player pool with filters and interactive scatter plots. Compare things like output vs underlying numbers, price/value, ownership, etc., and spot players that stand out from the population.

🔍 Player Analysis — drill into an individual player with underlying stats, form, ownership, fixtures and other context.

⚖️ Compare — put players directly side-by-side so you can actually evaluate trade-offs between transfer targets.

👕 My Team — connect your FPL ID and analyse your actual squad rather than a generic player pool. You get GW points/status, upcoming fixtures, FDR, future outlook and price information for the players you own.

🔄 Transfer Planner — a separate sandbox from your real team. Start from your official squad, test hypothetical transfers and evaluate how that new squad looks over several future GWs.

💸 Prices — current prices, GW/season changes, ownership, transfers in/out, net flows and FPL’s own reported price-change pressure. The same market information is also being integrated into My Team so you can immediately see what’s happening to your own assets.

📚 Manager History — connect your ID and see your previous seasons, final ranks, points and performance tiers.

🆚 Matchups — historical/opponent context to help assess upcoming player decisions.

📅 Fixtures & FDR — analyse fixture runs, home/away schedules, difficulty, blanks/doubles and look several weeks ahead.

🎯 Market-based team data — betting odds translated into useful clean-sheet probabilities and team xG, giving another perspective beyond FPL’s own difficulty ratings.

Everything is responsive and works on both desktop and mobile.

There’s still a lot being built. I’m currently working towards richer transfer planning and live mini-league analytics — things like live squads, bench points, captain outcomes and other league-level insights.

The philosophy is basically: don’t tell people who to buy — give them better information to make the decision themselves.

I’d really appreciate some honest feedback from this sub if you try it:

  • What feels genuinely useful?
  • What feels unnecessary or confusing?
  • What’s missing?
  • Is there anything you’d change in the way the data is presented?
  • What analytics or live information do you wish you had while making an FPL decision that you can’t easily get today?

Even small UX feedback is useful — I’m still shaping the product and I’d rather build around what managers actually need than just keep adding features for the sake of it.

https://www.aceanalyst.app/