kwaipilot

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.

Quality Score
94/100
price + capability + benchmarks
Input Price
$0.30
per 1M tokens
Output Price
$1.20
per 1M tokens
Context Window
262,144
tokens

Benchmark results

Independent, published benchmarks. Blended score 58.4 across 1 benchmark, last refreshed 2026-07-23. How scoring works →

BenchmarkMeasuresScore
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 →

JobTokensCost
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.

DateInput /MOutput /MContext
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.