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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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Groq
S
Flux (Black Forest Labs)
A
Claude Code
S
TaglineThe fastest AI inference in the world. Crazy low latency.Open weights + strong photorealism. The open-source answer.Anthropic's CLI agent. Opus-powered, operates on your repo directly.
CategoryDev PlatformImageCoding
PricingFree tier + pay-as-you-go APIAPI + open weights (Schnell is Apache 2.0)Part of Claude Pro/Max/Team plans
Best forDevelopers who need sub-100ms LLM responses.Developers + power users who want control and privacy.Developers who want an agent, not autocomplete. Large refactors, tests, docs.
Strengths
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Runs locally on a beefy GPU
  • Very photoreal
  • Best open-weight model
  • Runs locally, edits your actual files
  • Strong on large codebases with 1M context
  • Great at multi-step tasks
Weaknesses
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Harder to use than hosted tools
  • Needs infra
  • Terminal-based — learning curve
  • Can't be used without Claude subscription
Kai's verdictS-tier for speed. When latency is the product, start here.A-tier. S-tier if you self-host. The reason open-source image gen matters.S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.
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