Free / open data

FastF1
Unofficial Python library giving free access to Formula 1 lap timing, car telemetry, tyre, weather, schedules and session results as Pandas DataFrames. Most data now needs an F1TV subscription.
Facts verified against the provider's site on
Tone of public discussions, liked vs criticised points, reliability complaints; based on 8–24 public discussions.
Computed from public data only; uptime and latency are not measured yet. Enterprise feeds that sell by contract score lower on transparency by design. How the score works
- Starting price
- Not public
- Free access
- Free tier
- Sports
- 2 (Formula 1, Motorsport)
- Live data
- Not disclosed
- Delivery
- SDK only
- Discussions
- 10 threads
- GitHub adoption
- 118 repos
Best for
Python users analysing Formula 1 lap timing, telemetry, tyres and weather, such as hobbyist and research notebooks.
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.
Limitations to check
- − Python library only, no hosted API
- − Most features need an F1TV Access subscription
- − Formula 1 only
- − Licence not stated on saved pages
Written from the provider's own pages (source).
Last checked 2026-11-03
FastF1 at a glance
- What is FastF1 best for?
- Python users analysing Formula 1 lap timing, telemetry, tyres and weather, such as hobbyist and research notebooks. 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.
- How much does FastF1 cost?
- FastF1 does not publish prices on the pages we checked.
- Does FastF1 have a free tier?
- Yes. FastF1 lists a free plan called "Open source".
- What does FastF1 cover?
- FastF1 is a free / open data. Its sports: Formula 1, Motorsport; data: Fixtures, Historical data, Results, Team stats, Tracking data.
- Does FastF1 have a WebSocket or streaming API?
- No streaming is listed. FastF1 delivers data by SDK only, so you poll for updates.
- What do developers say about FastF1?
- 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.
- What are the alternatives to FastF1?
- Close alternatives in the SportDex catalog: OpenF1, Jolpica-F1, CollegeFootballData.com, Football Charts, RacingHub.
Commercial decision
Pricing & plan limits
| Plan | Price | Requests | What's included |
|---|---|---|---|
| Open source | Free | — | Free library; F1TV Access subscription needed for most featuressource |
Not a hosted API. Page says access requires F1TV Access or higher for most features; also uses jolpica-f1 (Ergast-compatible) API. License not stated on fetched page. Language inferred from Pandas/Matplotlib.
Before choosing a paid plan, confirm
• What counts as one request (per call, per market, per region?)
• What happens when you exceed the quota: blocked or billed
• Whether live and historical data are on your plan
• Whether your use (public app, betting, resale) is licensed
The critical question
Data coverage
- Sports
- Formula 1Motorsport
- Data types
- FixturesHistorical dataResultsTeam statsTracking data
- Key competitions
- Not disclosed
- Competitions
- Not disclosed
- Live / in-play
- Not disclosed
- Women's competitions
- Not disclosed
- Betting markets
- Not disclosed
- Bookmaker regions
- Not disclosed
- Bookmakers
- Not disclosed
- History depth
- Not disclosed
- Update frequency
- Not disclosed
- Name languages
- Not disclosed
- ID mapping
- Not disclosed
Coverage often depends on the plan; confirm the exact league and season on your plan.
Before you build
Usage rights & access
- Commercial use
- Not disclosed
- Betting products
- Not disclosed
- Redistribution
- Not disclosed
- Storing data
- Not disclosed
- Attribution
- Not disclosed
- Logos & photos
- Not disclosed
- Who can buy
- Individuals
- Verification (KYC)
- Not disclosed
- Not available in
- Not disclosed
- Only available in
- Not disclosed
Developer-ready evaluation
Integration & documentation
- Protocols
- SDK only
- Formats
- Not disclosed
- Authentication
- none
- SDKs
- python
- OpenAPI spec
- Not disclosed
- Claimed latency
- Not disclosed
- Status page
- Not disclosed
- Sandbox / test keys
- Not disclosed
- Support
- Not disclosed
- SLA uptime
- Not disclosed
Preview brief
# Integration brief: FastF1 Goal: build a feature on FastF1 data. Use only the official documentation below as the source of truth. ## Known facts (from SportDex, verify before relying on them) - Website: https://docs.fastf1.dev - Docs: https://docs.fastf1.dev - Sports: Formula 1, Motorsport - Data: Fixtures, Historical data, Results, Team stats, Tracking data - Protocols: SDK only; formats: UNKNOWN — check the docs - Auth: none - Free plan: Open source - Note: Not a hosted API. Page says access requires F1TV Access or higher for most features; also uses jolpica-f1 (Ergast-compatible) API. License not stated on fetched page. Language inferred from Pandas/Matplotlib. ## Verify before writing code - live update frequency - whether commercial use is allowed on the plan you pick - exact endpoint paths, parameters and response fields (read the official docs, do not guess) ## Implementation rules - Keep the API key on the server (environment variable, backend route or edge function); never ship it to the browser. - Cache responses and respect rate limits; count how many requests each screen triggers. - Handle errors explicitly: invalid key, quota exceeded (429), missing fields, empty fixtures, timeouts. - Start with one demo request and log the raw response before building UI on assumed field names.
Data quality signals
Data source & company
- Official partners
- Not disclosed
- How data is collected
- Not disclosed
- Certifications
- Not disclosed
- Payment methods
- Not disclosed
- Minimum contract
- Not disclosed
- Country
- Not disclosed
- Founded
- Not disclosed
Reddit · Hacker News · Stack Overflow · GitHub · YouTube
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.
Praised for
- Rich telemetry and lap data in Pandas
- Covers seasons from 2018
- Large community and many analysis projects
- Live timing client reference
Complaints
- Most data needs F1TV subscription
- Version breakages for newcomers
- Reported network blocking without a fix
Our summary of public discussions, not a rating. Vendor posts are not counted as user opinion.
Discussions
- 2024 Emilia Romagna GP Dirty Air Analysisr/formula1 · 2025-05
- Ideas of F1 software/machine learning projects for end of Bachelor workr/formula1 · 2022-11
- Fresh data off the track from today’s Canadian Grand Prix!r/formula1 · 2026-05
- Analysing Kimi Antonelli's debut F1 season — pace was never the issue, consistency wasr/sportsanalytics · 2026-04
- Show HN: Undercutf1 – F1 Live Timing TUI with Driver Tracker, Variable DelayHacker News · 2025-04
- Show HN: Undercutf1 – F1 Live Timing TUI with Driver Tracker, Variable DelayHacker News · 2025-04
- How I created a real-time F1 circuit tracker that updates every second on iOSHacker News · 2025-04
- Issue using FastF1 APIStack Overflow · 2021-10
- Issue using FastF1 APIStack Overflow · 2021-10
- Issue using FastF1 APIStack Overflow · 2023-04
Open-source projects using it
Videos
- 0 to Hero: F1 Data Science | Ep 1 - Intro & Environment SetupNETCAD · 2026-09
- I’ve built another F1 Python Project. Open Pit Wall! 💻🏎️Tom Shaw · 2026-05
Shortlist next steps
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Evidence & transparency
Official sources
Facts were extracted from the provider's own pages on 2026-11-03. Empty fields mean the provider does not say, not that the feature is missing. How we know