kat-coder-pro
by KwaipilotChat
KAT-Coder-Pro V2 by KwaiKAT is a non-reasoning model optimized for agentic coding. It delivers strong performance on reasoning-style tasks while requiring significantly fewer output tokens than peer models. With the 1210 release, it achieved a score of 64 on the Artificial Analysis Intelligence Index, placing it in the global Top 10 and ranking first among all non-reasoning models.
- Context
- 256K tokens
- Max output
- 256,000 tokens
- Released
- 2026-03-27
- Weights
- Closed
kwaipilot/kat-coder-pro
Specifications
Full facts as recorded, incl. what is unknown.
- Released
- 2026-03-27
- Weights
- Closed
- Input
- Text
- Output
- Text
- Context window
- 256,000 max across endpoints
- Max output
- 256,000
- Providers
- 1 + 1 gateway, not counted as providers
- Epoch Capabilities Index
- not evaluated
- Direct price range
- $0.30 in · $1.20 out per 1M tokens · from its one provider
More details
- Last updated
- 2026-03-27
- Knowledge cutoff
Capabilities
Across all endpoints: supported if any endpoint supports it.
- Tool calling
- Parallel tools
- Structured output
- Reasoning
- Image input
- PDF input
- Audio input
- Audio outputunknown
- Video input
- Prompt cachingunknown
- Web searchunknown
- Computer useunknown
- System messages
- Assistant prefillunknown
- Temperatureunknown
- Streamingunknown
- Attachments
Endpoints
One row per provider and variant; gateways are listed separately.
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Price history
No change since 19 Oct 2026. The cheapest direct price has been $0.30 in / $1.20 out per 1M tokens at Novita AI on every data refresh since then.
Tracked from 19 Oct 2026. Headline-eligible direct prices only, so a price the sanity check flags never draws a spike. Series as JSON
Cost calculator
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Similarly priced models
Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).
| Model | Blended/1M | In/1M | Out/1M | Context | vs kat-coder-pro |
|---|---|---|---|---|---|
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More from Kwaipilot
Newest Kwaipilot models in the catalogue. All Kwaipilot models
| Model | Released | Context | Listed price |
|---|---|---|---|
| KAT-Coder-Pro-V2 | 2026-03-30 | 256K | $0.30 via ZenMux |