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FastF1 vs Football Charts (2026)

Short answer: FastF1 scores clearly higher overall (58 vs 49). Football Charts is the better pick for football hobby and research projects needing daily results, tables, model probabilities and season projections for 98 leagues, with a free key and cheap paid tiers.

From public data checked . How we know

FastF1 logo

Choose FastF1 if you…

Free / open data

58

Best for: Python users analysing Formula 1 lap timing, telemetry, tyres and weather, such as hobbyist and research notebooks.

  • ✓ need Formula 1, Motorsport
  • ✓ value a large open-source ecosystem of wrappers and examples
  • ✓ care most about what developers report in practice

Not ideal for: Non-Python projects or hosted-API needs; it is a Python library, not a web service, and most data needs an F1TV subscription.

What developers say

Popular unofficial Python package giving F1 timing, telemetry and results as DataFrames; the go-to for analysis posts, student projects and dashboards, with a large GitHub following. Other projects borrow its live-timing client. Caveats: most data needs F1TV access, a network-blocking issue was reported, and beginners hit version-related errors. Often paired with Jolpica or OpenF1.

Football Charts logo

Choose Football Charts if you…

Free / open data

49

Best for: Football hobby and research projects needing daily results, tables, model probabilities and season projections for 98 leagues, with a free key and cheap paid tiers.

  • ✓ need Football (soccer)

Not ideal for: Live-score apps; data refreshes daily around 06:00 UTC. Not for redistribution, and free and Personal keys are personal use only.

What developers say

Small football results and projections API with a free keyless tier, MCP server and client libraries covering lower leagues. Every mention found comes from its own maker (a self-disclosed Reddit post, integration requests, companion repos). No independent user feedback on quality, limits or pricing exists yet.

Side by side

 FastF1Football Charts
SportDex Score58/100 (#23)49/100 (#59)
Popularity3520
Community & reliability78Not enough data
Transparency65100
Developer experience6548
TypeFree / open dataFree / open data
Starting priceFree tierfrom €9/mo
Free tierYesYes
Free trialNot statedNot stated
SportsFormula 1, MotorsportFootball (soccer)
DataFixtures, Historical data, Results, Team stats, Tracking dataFixtures, Historical data, Odds, Predictions, Results, Standings, Team stats
DeliverySDK onlyPolling only (REST)
ProtocolsSDK onlyREST
Live / in-playNot disclosedNot disclosed
Commercial useCommercial: not disclosedCommercial: Paid plans only
Betting productsBetting: not disclosedBetting: not disclosed
DocumentationDocsDocs
Developer discussions101
GitHub repos11814
Community toneMostly positiveToo little discussion

Empty fields mean the provider does not say, not that the feature is missing.

Quick answers

Is FastF1 or Football Charts better?
FastF1 scores clearly higher overall (58 vs 49). Football Charts is the better pick for football hobby and research projects needing daily results, tables, model probabilities and season projections for 98 leagues, with a free key and cheap paid tiers.
Which is cheaper, FastF1 or Football Charts?
FastF1: Free tier. Football Charts: from €9/mo. Entry plans differ in limits and coverage, so compare what each plan includes.
Do FastF1 and Football Charts have a free tier?
FastF1: yes. Football Charts: yes.

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