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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Replicate S | Stripe Link A | DeepInfra A | Perplexity S | |
|---|---|---|---|---|
| Tagline | Run any open-source AI model with an API call. | A digital wallet that lets AI agents spend on your behalf — without ever seeing your actual card number. | Blazing-fast, pay-as-you-go inference API for open-source LLMs and multimodal models, now plugged directly into the Hugging Face ecosystem. | AI search done right. Cited answers, not chat theater. |
| Category | Dev Platform | Agents | Dev Platform | Research |
| Pricing | Pay per second of compute | Free for consumers; standard Stripe per-transaction fees for merchants | Free $5 credit on signup, then pay-as-you-go from $0.06/M tokens | Free + $20/mo Pro |
| Best for | Developers using open-source models (Flux, SDXL, Whisper, etc). | Anyone running autonomous AI agents (shopping bots, booking assistants, personal AI) who wants delegated payment capability without handing over raw card data. | 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. | Replacing Google for any question where you want a cited answer in seconds. |
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| Kai's verdict | S-tier for open-source model APIs. The default in this space. | Stripe Link is the most credible first move toward a real agentic payment layer — the one-time-use card model is genuinely clever, and the existing merchant network gives it a head start no startup wallet can match. But the 'approve every transaction' UX will get old fast, and the hard part (autonomous spending with guardrails) is still on the roadmap. (Verdict pending Phi's full review.) | 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 search. I use it before Google now. If you're still Googling everything, try this for a week. |
| Link | Open → | Open → | Open → | Open → |