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 | Udio A | Devin A | Sora A | |
|---|---|---|---|---|
| Tagline | Run any open-source AI model with an API call. | Suno's main rival. Often better on instrumental nuance. | Cognition Labs' autonomous coding engineer. | OpenAI's video model. Long clips, cinematic quality. |
| Category | Dev Platform | Audio | Agents | Video |
| Pricing | Pay per second of compute | Free + $10-$30/mo | $500/mo | Included with ChatGPT Plus/Pro |
| Best for | Developers using open-source models (Flux, SDXL, Whisper, etc). | Musicians comparing AI outputs. Anyone who didn't click with Suno. | Engineering teams offloading tickets. Ops/platform work. | ChatGPT subscribers experimenting with cinematic shots. |
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| Kai's verdict | S-tier for open-source model APIs. The default in this space. | A-tier. Genuinely different vibe from Suno — worth trying both for a month. | A-tier for the right use case. Not for solo devs. If you manage engineers, try one license. | A-tier. Amazing when it works, frustrating when it doesn't. Runway still more reliable for pros. |
| Link | Open → | Open → | Open → | Open → |