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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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GitHub Copilot
B
Fathom
S
Le Chat (Mistral)
B
Ollama
S
TaglineMicrosoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Meeting notes, free forever for individuals.French alternative. Fast, European, privacy-focused.Run LLMs locally. One-line install, GUI optional.
Categorycodingmeetingchatdev platform
PricingFree (limited) + $10/mo Pro + $19/mo BusinessFree for individuals + $15-$29/user/mo teamsFree + $15/mo ProFree + open source
Best forTeams with GitHub already. Devs who don't want to change IDEs.Solo operators, freelancers, small teams on a budget.European users with data residency needs. Fans of open-weight models.Devs wanting offline/local LLMs for privacy or experimentation.
Strengths
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • European data residency
  • Very fast responses
  • Open-weight Mistral models available
  • Good French/European languages
  • Run Llama, Mistral, Qwen, etc. on your laptop
  • Simple CLI + API
  • Hardware-aware (picks the right quant)
Weaknesses
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Bot-joining model
  • Team features gated
  • Smaller capability gap vs frontier models
  • Less polished UX
  • Needs beefy laptop for larger models
  • Speed way behind cloud APIs
Kai's verdictB-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.S-tier for solo + free. The best free option, hands down.B-tier overall, A-tier if GDPR/data residency matters. Solid backup option.S-tier for local inference. If you care about privacy or want to tinker, install this today.
LinkOpen →Open →Open →Open →