Kwaipilot: KAT-Coder-Pro V2
Kwaipilot's KAT-Coder-Pro V2 is designed for handling large text inputs with a context length of 262,144 tokens and supports integrating tools, making it versatile for complex tasks that require external data or actions. However, unlike some models, it does not support reasoning or structured output, limiting its use to scenarios where raw text processing is sufficient. For users prioritizing cost-effectiveness with a blended benchmark score of 58.4, this model could be a strong contender, especially given the relatively low price point at $0.3 per million input tokens and $1.2 per million output tokens. While its performance across independent benchmarks is robust, there is no coverage information available for other models to make an informed comparison.
Benchmark results
Independent, published benchmarks. Blended score 58.4 across 1 benchmark, last refreshed 2026-07-23. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 58.4 |
- Model ID
- kwaipilot/kat-coder-pro-v2
- Vendor
- kwaipilot
- Released
- March 2026
- Tokenizer
- Other
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 80,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- not supported
- Vision
- text only
- Audio
- no
- Moderated
- no
What it costs in practice
Computed from the current $0.30/M input and $1.20/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.21 |
| A month of a busy support chatbot | 5M in / 2M out | $3.90 |
Price & spec history
Tracked daily by PicksByModel since 2026-07-17.
| Date | Input /M | Output /M | Context |
|---|---|---|---|
| 2026-07-22 | $0.30 | $1.20 | 262,144 |
| 2026-07-17 | $0.30 | $1.20 | 256,000 |
Similar models
Quick answers
- How much does Kwaipilot: KAT-Coder-Pro V2 cost?
- $0.30 per million input tokens and $1.20 per million output tokens.
- What is Kwaipilot: KAT-Coder-Pro V2's context window?
- 262,144 tokens, roughly 393 pages of text in a single request.
- Does Kwaipilot: KAT-Coder-Pro V2 support tool calling?
- It supports tool calling, structured output.
- Can Kwaipilot: KAT-Coder-Pro V2 process images?
- No, it is text-only on the input side.