Best cost/speed trade-off
StreamLake
streamlake$0.6 / 1M tokens
12.91 s estimated response
Kwaipilot: KAT-Coder-Pro V2 provider comparison
kwaipilot/kat-coder-pro-v2
KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,...
- Endpoints:
- 2
- Context:
- 256K
- Input:
- text
- Output:
- text
At a glance
Comparison winners
Based on 1,000 input and 500 output tokens using the latest published median speed data.
Cheapest
StreamLake
streamlake$0.6 / 1M tokens
$0.0009 for the sample request
Fastest
StreamLake
streamlake12.91 s estimated response
$0.6 / 1M tokens
Visual comparison
Price and performance charts
Compare published endpoint pricing and estimated response time visually.
USD per 1 million tokens for input and output. Lower is better.
StreamLake has the lowest estimated cost for 1,000 input and 500 output tokens at $0.0009.
Based on 1,000 input and 500 output tokens. Cost is shown in USD per 1 million tokens. Lower and further left is better; the single best cost/speed trade-off appears at full opacity.
2 providers have complete pricing and speed data. StreamLake is closest to the ideal combination of lowest cost and fastest response.
Server-rendered comparison
Provider endpoints
Prompt and completion prices are effective USD per token as published by OpenRouter. Missing speed data never removes an endpoint.
Rank providers by
| Provider / route | Current pricing ↗ | Speed measurements | Endpoint details |
|---|---|---|---|
| Provider / route | Current pricing
| Speed measurements
| Endpoint details
11 parametersfrequency_penalty, logprobs, max_tokens, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_logprobs, top_p |
| Provider / route AtlasCloud atlas-cloud/fp8 | Current pricing
| Speed measurements
| Endpoint details
15 parametersfrequency_penalty, logit_bias, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p |
Endpoint data fetched .
KAT-Coder-Pro V2 deployment guide
How to choose a KAT-Coder-Pro V2 inference provider
KAT-Coder-Pro V2 is indexed here as a text model by Kwaipilot, with 2 provider endpoints from StreamLake, AtlasCloud. The comparison preserves each exact OpenRouter routing tag so pricing and performance observations can be connected to the route an application would actually request.
Match the endpoint to the workload
The model publishes a 256K-token context window. It accepts text input and returns text output. 17 distinct supported parameters appear across the listed routes. Confirm limits on the specific endpoint rather than assuming every host exposes the same configuration.
Compare the real request economics
StreamLake currently has the lowest estimated cost for the standard 1,000-input/500-output-token sample at $0.0009. Input-heavy and output-heavy applications can produce a different result, so review both per-million-token prices in the endpoint table.
Balance response start and generation speed
StreamLake currently has the shortest estimated 500-token response at 12.91 seconds. StreamLake is the single endpoint closest to the current ideal cost/speed combination. Recent observations can change, so validate finalists with your own prompts.