Coding model for repository understanding, refactors, and agentic engineering tasks
Kat Coder Pro V2.5 by kwaipilot is offered by 3 providers on this page. Its reference price is $0.74 per 1M input tokens and $2.96 per 1M output tokens.
The context window is 262,144 tokens at the reference host, but hosts report different limits, from 256,000 to 262,144, so the usable window depends on the provider you pick. It supports tool use and structured output. Accepted input modalities are Text and Image. Providers report the capability flags inconsistently, so verify a specific feature against the host you plan to use.
| Provider | Tier | Input | Output | Cache read | Cache write | Context | Output limit | Status |
|---|---|---|---|---|---|---|---|---|
| Vercel AI Gateway | Cloud | $0.74 | $2.96 | $0.15 | — | 256,000 ⚠ | 80,000 | |
| OpenRouter | Gateway | $0.74 | $2.96 | $0.15 | — | 262,144 | 235,929 | |
| Kilo Gateway | Gateway | $0.74 | $2.96 | $0.15 | — | 262,144 | 235,929 |
Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.