KAT-Coder-Pro V2.5 API Pricing
kwaipilot · Mid-tier · released 2026-07. Prices in USD per 1 million tokens. Data snapshot: 2026-09-06.
- Input: $0.74 per 1M tokens
- Output: $2.96 per 1M tokens
- Batch API (input/output): not published
- Prompt-cache read: $0.15
- Context window: 262K
Cost per request by business use case
List price vs optimized (prompt caching on the cached input share, batch API for async workloads, only where the provider publishes those rates).
| Use case | Tokens (in/out) | Cost/req (list) | Cost/req (optimized) | Monthly @100K req |
|---|---|---|---|---|
| Support Ticket | 1,500 / 500 | $0.0026 | $0.0021 | $206 |
| Knowledge Q&A | 2,000 / 800 | $0.0038 | $0.0030 | $302 |
| Meeting Summary | 10,000 / 1,200 | $0.011 | $0.010 | $1.0K |
| Marketing Content | 2,500 / 1,800 | $0.0072 | $0.0069 | $688 |
| Coding Task | 3,000 / 2,000 | $0.0081 | $0.0073 | $726 |
| Invoice Processing | 1,500 / 600 | $0.0029 | $0.0026 | $262 |
| Call Summary | 2,000 / 700 | $0.0036 | $0.0034 | $343 |
| Agent Workflow | 6,000 / 3,000 | $0.013 | $0.011 | $1.1K |
KAT-Coder-Pro V2.5 pricing by host
A host is a company that runs the model and sells it by the token — the lab that made it, a cloud platform like Amazon Bedrock, Azure or Vertex, or an independent provider. One model, several sellers, and often several prices. This model is sold by 1 host. The price quoted above is the one we publish so that models stay comparable; it is not necessarily the cheapest way to buy this model. List prices as published on 2026-09-06 via OpenRouter — negotiated rates, committed-use discounts and provisioned capacity are not shown.
| Host | Input $/1M | Output $/1M |
|---|---|---|
| AtlasCloud (the price shown above) — fp8 | $0.74 | $2.96 |
Common questions about KAT-Coder-Pro V2.5 pricing
- How much does KAT-Coder-Pro V2.5 cost?
- KAT-Coder-Pro V2.5 costs $0.74 per million input tokens and $2.96 per million output tokens on the API.
- Does KAT-Coder-Pro V2.5 offer batch or cached pricing?
- Prompt-cache reads cost $0.15/M input tokens. No batch pricing is published.
- What would KAT-Coder-Pro V2.5 cost per month?
- For a support-ticket workload (1,500 input + 500 output tokens per request) at 100K requests/month, KAT-Coder-Pro V2.5 costs about $259 at list prices.
These are list prices: real cost also depends on caching, batching, negotiated discounts, marketplace agreements, and existing contracts. Get a FinOps review from OptimNow or compare all models.
Build the business case for KAT-Coder-Pro V2.5 in the AI ROI Calculator: add your business value on top of these costs to get ROI, break-even and payback.
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