KAT-Coder-Pro V2.5 is a flagship agentic coding model designed to take on complete issues or end-to-end business workflows, autonomously locate and modify code in real repositories, run tests, and deliver production-ready results. Trained with large-scale agentic reinforcement learning and a multi-expert architecture, it combines strong long-horizon engineering execution with the frontend aesthetic generation capabilities introduced in V2. It is well suited for real-repository software development, workflow automation such as data analysis and report generation, and seamless integration with coding agents like Claude Code and OpenHands.
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-$0.74/ 百万 token$2.96/ 百万 token读取：0.15/ 百万 token写入：-/ 百万 token256K0.97s41.7tps
供应商
在多个供应商之间路由请求。复制供应商标识以设置偏好供应商。
供应商缓存命中率上下文
streamlake
可用率
24 小时AI Gateway 直连请求及各供应商的成功率。
Aug 31, 05:04
Streamlake100.00%
吞吐量
24 小时AI Gateway 实时流量的 P50 吞吐量，单位为每秒 token 数（TPS）。
Aug 31, 01:00
Streamlake41.7 tps
延迟
24 小时AI Gateway 实时流量的 P50 首 token 延迟（TTFT），单位为毫秒。
Aug 31, 01:00
Streamlake0.97s
活动
该模型随时间变化的 token 用量和请求流量。
Token 消耗
Aug 30
Streamlake888
按实际处理请求的供应商拆分 token 用量。区块越大，表示该供应商处理的模型流量越多。
Artificial Analysis该模型暂无基准测试数据。
Apps
Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for. View All
Token 排行
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