x-ai
// kwaipilot
KAT-Coder-Pro V2.5
kwaipilot/kat-coder-pro-v2.5
KAT-Coder-Pro V2.5 costs $0.740 per 1M input tokens and $2.96 per 1M output tokens with a 262K-token context window.
A tool-calling model from kwaipilot, released Jul 10, 2026. LiveBench hasn't published a run for it, so this page carries measured price and specs only — no benchmark numbers.
- Input / 1M
- $0.740
- Output / 1M
- $2.96
- Context
- 262K
- LiveBench overall
- Not evaluated
Specs and pricing
| Input price USD per 1M prompt tokens | $0.740 |
|---|---|
| Output price USD per 1M completion tokens, reasoning included | $2.96 |
| Blended price 3:1 input:output — #117 most expensive of 343 listed models | $1.29 |
| Cached input read Blank means not priced separately — not free | $0.150 |
| Cache write | — |
| Context window | 262,144 tokens |
| Max output | 235,929 tokens |
| Input modalities | text |
| Tool calling | Yes |
| Extended reasoning | No |
| Knowledge cutoff | — |
| Listed | Jul 10, 2026 |
What KAT-Coder-Pro V2.5 costs to run
Monthly list cost across five workload shapes, using the published cached-input rate where there is one. A floor, not a quote — batch discounts and cache writes aren't included.
| Workload | Per month |
|---|---|
| Support chatbot 1.2K in / 400 out × 200K requests | $371.92/mo |
| RAG assistant 8K in / 600 out × 100K requests | $533.60/mo |
| Coding agent 40K in / 4K out × 20K requests | $498.40/mo |
| Document extraction 20K in / 1.5K out × 50K requests | $932.50/mo |
| Bulk classification 500 in / 20 out × 5M requests | $1,851/mo |
Compare KAT-Coder-Pro V2.5 with
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KAT-Coder-Pro V2.5 FAQ
How much does KAT-Coder-Pro V2.5 cost?
KAT-Coder-Pro V2.5 lists at $0.740 per 1M input tokens and $2.96 per 1M output tokens, with cached input reads at $0.150 per 1M. A RAG assistant handling 100K requests a month (8K tokens in, 600 out) comes to about $533.60 at list price.
What is the context window of KAT-Coder-Pro V2.5?
KAT-Coder-Pro V2.5 accepts up to 262,144 tokens of context and can return up to 235,929 output tokens per response.
Does KAT-Coder-Pro V2.5 support tool calling?
Yes — KAT-Coder-Pro V2.5 supports tool (function) calling. It accepts text input.
How does KAT-Coder-Pro V2.5 score on benchmarks?
LiveBench has not published a run for KAT-Coder-Pro V2.5 yet. Until it does, compare it on price and specs, or run your own evaluation on your own tasks.
What is the API model ID for KAT-Coder-Pro V2.5?
On OpenRouter the model ID is "kwaipilot/kat-coder-pro-v2.5". It was listed on Jul 10, 2026.
How these numbers are produced
- Price and specs — provider list data from OpenRouter, refreshed every 15 minutes. “Blended” is a 3:1 input:output mix.
- Scores and ranks — LiveBench release 2026-06-25. Ranks count only models that have a published run; a blank means “not evaluated”, never “bad”.
- Cost per point — the measured dollars LiveBench spent on the run, divided by the score it earned.
Published benchmarks rank models on someone else's tasks. Before committing, see LLM & agent evaluation for building an eval on your own.