Compare AI tools

	Groq S	Claude Code S	Ollama S	Hex A
Tagline	The fastest AI inference in the world. Crazy low latency.	Anthropic's CLI agent. Opus-powered, operates on your repo directly.	Run LLMs locally. One-line install, GUI optional.	Modern data notebook with Magic AI assistant.
Category	Dev Platform	Coding	Dev Platform	Data
Pricing	Free tier + pay-as-you-go API	Part of Claude Pro/Max/Team plans	Free + open source	Free + $28+/user/mo
Best for	Developers who need sub-100ms LLM responses.	Developers who want an agent, not autocomplete. Large refactors, tests, docs.	Devs wanting offline/local LLMs for privacy or experimentation.	Data teams at startups + enterprises.
Strengths	500+ tokens/sec on Llama/Mixtral — feels instant Custom LPU hardware Great free tier	Runs locally, edits your actual files Strong on large codebases with 1M context Great at multi-step tasks	Run Llama, Mistral, Qwen, etc. on your laptop Simple CLI + API Hardware-aware (picks the right quant)	SQL + Python + no-code in one notebook Magic AI writes queries + viz for you Team-grade collaboration
Weaknesses	Open-weight models only (no Claude/GPT) Less flexibility on custom configs	Terminal-based — learning curve Can't be used without Claude subscription	Needs beefy laptop for larger models Speed way behind cloud APIs	Overkill for casual users Enterprise pricing
Kai's verdict	S-tier for speed. When latency is the product, start here.	S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.	S-tier for local inference. If you care about privacy or want to tinker, install this today.	A-tier for data teams. S-tier if you already live in SQL + Python.
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