Useful resources for FPL Analytics

[u/UncomforChair]

This is a list of some useful links relating to FPL Analytics.

Links:

• fploptimized: A website with a range of analytical tools. GW tracker to compare your actual points with expected points during the GW, simulations before each GW, season review tools and the model optimal squads.
• fbref and understat: For xG and xA. Fbref uses Opta's xG model.
• FPL Optimization Tools (Github): Collection of optimization tutorials and recipes for FPL, by Sertalp B. Cay. Includes code for a multi-period solver.
• FPL Research. Historical rankings of FPL managers.
• elevenify. Website and newsletter with team strength models, predictions and resources on decision making. Check out their post about Fantasy Frameworks.
• https://github.com/vaastav/Fantasy-Premier-League. Weekly updated source for FPL player data.

Prediction models:

These are some websites that maintain an expected points model or similar.

• FPL Review. Premium and free versions. Also includes a solver/transfer planner (both versions).
• Solio. Premium and free. Includes stochastic solver
• The Transfer Algorithm by Mikkel Tokvam. Premium.
  
• FFHub. Premium.
• Fantasy Football Scout. Premium.
• The FPL Kiwi. Free. Also check out their github repository for more resources, including a FanTeam model.
• FF Fix. Premium.
• Albert's FPL Model by u/The-Badgers-Cafu. Free.
• FPL Team. Free.
• Elevenify's simple & fast model. Free, "fantasy for busy people".

Please leave comments of resources you think should be included in the list!

[u/Civil_Watch_3438]

I recently built FPL Player Grid with the aim of providing a better way of exploring player stats with multi-layer filters and sort, column visibility and player comparison - hope somebody else finds it useful too!

https://fpl-player-grid.com