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 | Luma Dream Machine A | Devin A | |
|---|---|---|---|---|
| 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. | Smooth, cinematic motion. Image-to-video specialist. | Cognition Labs' autonomous coding engineer. |
| Category | Research | Dev Platform | Video | Agents |
| Pricing | Free + $20/mo Pro | Free $5 credit on signup, then pay-as-you-go from $0.06/M tokens | Free + $10-$500/mo | $500/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. | Photographers animating stills, cinematic b-roll. | Engineering teams offloading tickets. Ops/platform work. |
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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.) | A-tier. Best for cinematic image-to-video. Pair with Runway for coverage. | A-tier for the right use case. Not for solo devs. If you manage engineers, try one license. |
| Link | Open → | Open → | Open → | Open → |