Side-by-side comparison
Qwen3 235B A22B Thinking 2507 vs KAT-Coder-Pro V2
Qwen
Qwen3 235B A22B Thinking 2507
🔧 Tools
{} JSON
Input / 1M
$0.1495
Output / 1M
$1.4950
Kwaipilot
KAT-Coder-Pro V2
🔧 Tools
{} JSON
Input / 1M
$0.3000
Output / 1M
$1.2000
| Qwen3 235B A22B Thinking 2507 | KAT-Coder-Pro V2 | |
|---|---|---|
| Provider | Qwen | Kwaipilot |
| Context window Maximum tokens (input + output) the model can process in a single request. Glossary → | 131,072 | 256,000 |
| Capabilities Optional capabilities the model advertises: vision (images), tools (function calling), json_mode (structured output). | tools, json_mode | tools, json_mode |
| Input $ / 1M tokens Cost for tokens you send (prompt + context). Cheaper side highlighted. Glossary → | 0.1495 | 0.3000 |
| Output $ / 1M tokens Cost for tokens the model generates. Output is normally 3–5× pricier than input. Glossary → | 1.4950 | 1.2000 |
Frequently asked questions
Which is cheaper, Qwen3 235B A22B Thinking 2507 or KAT-Coder-Pro V2?
KAT-Coder-Pro V2 is cheaper than Qwen3 235B A22B Thinking 2507 on a 50/50 input/output blend by about $0.0723 per 1M tokens. Exact savings depend on your input-vs-output ratio — use the cost calculator on this page for a workload-specific estimate.
Which has a larger context window, Qwen3 235B A22B Thinking 2507 or KAT-Coder-Pro V2?
KAT-Coder-Pro V2 has the larger context window at 256k tokens versus 131k tokens for Qwen3 235B A22B Thinking 2507. That means KAT-Coder-Pro V2 can ingest about 2.0x as much text per request.
What is the difference between Qwen3 235B A22B Thinking 2507 and KAT-Coder-Pro V2?
Qwen3 235B A22B Thinking 2507 comes from Qwen; KAT-Coder-Pro V2 comes from Kwaipilot. They differ in pricing, context window, and supported capabilities — see the side-by-side table on this page for the exact figures, refreshed nightly.