Kwaipilot: KAT-Coder-Pro V2.5
Kwaipilot's KAT-Coder-Pro V2.5 is designed for extensive text processing with a context length of 256,000 tokens and can generate up to 80,000 completion tokens; it supports input through text alone but lacks reasoning capabilities or structured output features. The model also has the ability to use external tools, making it versatile for certain tasks that require interaction beyond plain text processing. Given its pricing at $0.74 per million input tokens and $2.96 per million output tokens, KAT-Coder-Pro V2.5 could be a cost-effective choice for projects requiring large-scale text handling. However, with no independent benchmark coverage to date, its performance relative to other models remains unproven.
- Model ID
- kwaipilot/kat-coder-pro-v2.5
- Vendor
- kwaipilot
- Released
- July 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 $0.74/M input and $2.96/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.03 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.52 |
| A month of a busy support chatbot | 5M in / 2M out | $9.62 |
Similar models
Quick answers
- How much does Kwaipilot: KAT-Coder-Pro V2.5 cost?
- $0.74 per million input tokens and $2.96 per million output tokens.
- What is Kwaipilot: KAT-Coder-Pro V2.5's context window?
- 256,000 tokens, roughly 384 pages of text in a single request.
- Does Kwaipilot: KAT-Coder-Pro V2.5 support tool calling?
- It supports tool calling, structured output.
- Can Kwaipilot: KAT-Coder-Pro V2.5 process images?
- No, it is text-only on the input side.