FastF1 Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-12.
FastF1 has a Nerq Trust Score of 39 (E). Access Formula 1 race data, telemetry, lap times, and pit strategies with 17 analysis tools via FastF1 API.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF | 89 | A | 604 | Higher trust (89 vs 39); Much larger community; Category: image-text-to-text |
| 2 | IBM/mcp-context-forge | 86 | A | 3.5k | Higher trust (86 vs 39); Much larger community; Category: infrastructure |
| 3 | promptfoo/promptfoo | 86 | A | 18.4k | Higher trust (86 vs 39); Much larger community; Category: security |
| 4 | mikeyobrien/ralph-orchestrator | 85 | A | 2.4k | Higher trust (85 vs 39); Much larger community; Category: infrastructure |
| 5 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 39); Much larger community; Category: coding |
| 6 | snyk/agent-scan | 84 | A | 2.0k | Higher trust (84 vs 39); Much larger community; Category: infrastructure |
| 7 | livekit/agents-js | 83 | A | 790 | Higher trust (83 vs 39); Much larger community; Category: coding |
| 8 | deepset-ai/haystack | 82 | A | 24.5k | Higher trust (82 vs 39); Much larger community; Category: coding |
| 9 | OpenHands/software-agent-sdk | 82 | A | 595 | Higher trust (82 vs 39); Much larger community; Category: agent framework |
| 10 | strands-agents/docs | 82 | A | 175 | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 11 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 12 | TencentCloudBase/CloudBase-MCP | 82 | A | 980 | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 13 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 14 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 39); Much larger community; Category: finance |
| 15 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 39); Much larger community; Category: AI tool |
Compare
- FastF1 vs LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF
- FastF1 vs IBM/mcp-context-forge
- FastF1 vs promptfoo/promptfoo
- FastF1 vs mikeyobrien/ralph-orchestrator
- FastF1 vs tech-leads-club/agent-skills
FAQ
What are the best alternatives to FastF1?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from FastF1?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank FastF1 alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.