Kwaipilot: KAT-Coder-Pro V2
Kwaipilot's KAT-Coder-Pro V2 is a text-focused AI model with an impressive context length of 262,144 tokens and supports tools integration, making it suitable for complex tasks that require external data interaction. While it does not support reasoning or structured output directly, its capabilities in handling extensive input contexts make it valuable for large-scale text processing and analysis. Given its blended benchmark score of 74.1 across two independent benchmarks, KAT-Coder-Pro V2 is a strong contender for projects requiring substantial text input and tool integration. However, considering the pricing at $0.3 per million input tokens and $1.2 per million output tokens, it may be more cost-effective for users with smaller-scale or less frequent use cases.
Benchmark results
Independent, published benchmarks. Blended score 74.1 across 2 benchmarks, last refreshed 2026-08-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 56.9 |
| AI Index Coding | software engineering tasks | 98.1 |
- 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.