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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Perplexity S | DeepInfra A | Replicate S | Julius S | |
|---|---|---|---|---|
| Tagline | AI search done right. Cited answers, not chat theater. | Blazing-fast, pay-as-you-go inference API for open-source LLMs and multimodal models, now plugged directly into the Hugging Face ecosystem. | Run any open-source AI model with an API call. | Chat with your data. Upload a CSV, ask questions, get charts. |
| Category | Research | Dev Platform | Dev Platform | Data |
| Pricing | Free + $20/mo Pro | Free $5 credit on signup, then pay-as-you-go from $0.06/M tokens | Pay per second of compute | Free + $20-$65/mo |
| Best for | Replacing Google for any question where you want a cited answer in seconds. | 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 using open-source models (Flux, SDXL, Whisper, etc). | Analysts, founders, anyone with a spreadsheet + a question. |
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| Kai's verdict | S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week. | 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 open-source model APIs. The default in this space. | S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds. |
| Link | Open → | Open → | Open → | Open → |