Compare AI tools
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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DeepInfra A | Cursor S | Fathom S | Ollama S | |
|---|---|---|---|---|
| Tagline | Blazing-fast, pay-as-you-go inference API for open-source LLMs and multimodal models, now plugged directly into the Hugging Face ecosystem. | VS Code fork that made AI coding actually work. | Meeting notes, free forever for individuals. | Run LLMs locally. One-line install, GUI optional. |
| Category | Dev Platform | Coding | Meetings | Dev Platform |
| Pricing | Free $5 credit on signup, then pay-as-you-go from $0.06/M tokens | Free + $20/mo Pro + $40/mo Business | Free for individuals + $15-$29/user/mo teams | Free + open source |
| Best for | Backend developers and ML engineers who want the cheapest reliable inference for open-weight LLMs in production, especially those already living inside the Hugging Face ecosystem. | Developers. Non-developers who want to ship working code. | Solo operators, freelancers, small teams on a budget. | Devs wanting offline/local LLMs for privacy or experimentation. |
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| Kai's verdict | DeepInfra is the quiet workhorse of the inference API space — serious price performance on H100s, a genuinely clean OpenAI-compatible API, and now a native HF provider makes it a strong default choice for any team running open-source models at scale. (Verdict pending Phi's full review.) | S-tier for coding. If you write code of any kind, this pays back the $20 in a day. | S-tier for solo + free. The best free option, hands down. | S-tier for local inference. If you care about privacy or want to tinker, install this today. |
| Link | Open → | Open → | Open → | Open → |