KAT-Coder-Pro V1
kwai/kat-coder-pro-v1出品方： kwai · 系列: kat-coder · 發布 2025-11-09 · 知識截止: 2024-10
Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.
能力清單
Model fit scores
0–100 · higher is betterThese scores reward declared capabilities, context size, price and provider availability — they are not benchmark results. Use them as a directional signal alongside your own evaluation.
Coding19
- Tool calling0/40
- Structured output0/20
- Reasoning10/10
- Context window (100K → 1M)8/20
- Provider availability1/10
Agents31
- Tool calling0/35
- Structured output0/25
- Reasoning15/15
- Output token limit15/15
- Provider availability1/10
JSON / structured output27
- Structured output / JSON mode0/50
- Tool calling0/20
- Temperature control10/10
- Price-friendly for high-volume17/20
Cost efficiency63
- Headline price (log-scaled)58/95
- Has prompt-cache pricing5/5
Long context60
- Context window (100K → 2M)50/90
- Has published price for full window10/10
Production-readiness65
- Number of independent providers5/40
- Has published per-token price20/20
- Context window ≥ 8K15/15
- No data inconsistencies across providers10/10
- Official model (not derivative)15/15
Cost Efficiency Index
Open full calculator →Estimated cost using the recommended provider's headline rate. Each scenario fixes average input/output tokens — the assumptions are shown in the third column.
| Scenario | Cost | Assumption |
|---|---|---|
RAG answer per 1,000 RAG answers | $2.10 < $0.01 per request | 5K input tokens (query + 4 retrieved chunks of ~1K each) and a 500-token answer. Typical SaaS knowledge-base bot. |
Support ticket triage per 10,000 tickets | $4.20 < $0.01 per request | 1K input tokens (ticket body + system prompt) and a 100-token JSON classification reply. High-volume customer support. |
Data extraction per 1,000 documents | $1.20 < $0.01 per request | 2K input tokens (a single document page) and a 500-token JSON extraction. ETL / invoice / form pipelines. |
Code review per 1,000 PRs | $3.60 < $0.01 per request | 8K input tokens (diff + surrounding files) and a 1K-token review comment. PR-bot workloads. |
Agent step per 1,000 steps | $4.32 < $0.01 per request | 12K input tokens (long-running tool history) and a 600-token tool-call decision. Cost per agent step. |
定價詳情
推薦定價來自 vercel · kwaipilot/kat-coder-pro-v1
於 1 家供應商可用
| 服務商 | 服務商模型 ID | 輸入 / 1M | 輸出 / 1M | 上下文 | 發布日期 |
|---|---|---|---|---|---|
| Vercel AI Gateway vercel | kwaipilot/kat-coder-pro-v1 | $0.300 | $1.20 | 256K | 2025-11-09 |
Frequently asked questions
How much does KAT-Coder-Pro V1 cost?
KAT-Coder-Pro V1 costs $0.300 per 1M input tokens and $1.20 per 1M output tokens, sourced from vercel. Cache reads, audio tokens and >200K-context tiers (where applicable) are listed in the Pricing detail block above.
What is the context window of KAT-Coder-Pro V1?
KAT-Coder-Pro V1 has a context window of 256K tokens, with a max output of 32K tokens per reply. This is the total combined size of prompt + completion.
Does KAT-Coder-Pro V1 support tool calling?
No. KAT-Coder-Pro V1 does not support tool calling (function calling). If your workflow requires it, look at the /capabilities/tool-calling list for alternatives.
Does KAT-Coder-Pro V1 support structured output / JSON mode?
Support for structured output / JSON-schema-constrained decoding is not reported for KAT-Coder-Pro V1 in our data source. Verify with kwai's official documentation before relying on it in production.
Can KAT-Coder-Pro V1 accept image input?
No. KAT-Coder-Pro V1 only accepts text as input. If you need image input, see our /capabilities/vision list for current vision-capable models.
Is KAT-Coder-Pro V1 open-weight?
No. KAT-Coder-Pro V1 is a proprietary model — only kwai (and any approved hosting partners) can serve it. The pricing above reflects the cheapest API access.
What are the best alternatives to KAT-Coder-Pro V1?
If KAT-Coder-Pro V1 doesn't fit, consider KAT-Coder-Pro V2, Kat Coder Pro. Each one targets the same use case — see the Related links below for direct head-to-head pages.
Where does this data come from?
All numbers are normalised into a single canonical model record and reconciled with each provider's official documentation. We re-pull daily and write any changes (price, context, capability) to the /changelog page.
Explore more
More kwai models
- KAT-Coder-Pro V2$0.30 in / $1.20 out
- Kat Coder Pro$0.30 in / $1.20 out
Capability lists this model is in
最近更新：
Pricing and capabilities are refreshed daily and reconciled against each provider's official documentation. Always verify critical production decisions with the provider directly.