[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"model-kimi-k2.7-code-highspeed":3},[4],{"id":5,"aliases":6,"types":7,"pricing":10,"capabilities":15,"model_capabilities":22,"model_data":95,"introduction":138,"description":139,"title_focus":140,"keyword_extras":141},"kimi-k2.7-code-highspeed",[5],[8,9],"openai","anthropic",{"flat_tokens":11},{"input_tokens":12,"output_tokens":13,"cache_read_tokens":14,"cache_write_tokens":12},"13","54","2.6",{"context_window":16,"max_output":17,"modalities":18},262144,65536,[19,20,21],"text","image","video",{"groups":23,"highlights":84,"overall":88,"scenario":91,"summary":93,"weakness":94},[24,59,74],{"items":25,"name":58},[26,32,37,42,46,49,52,55],{"detail":27,"method":28,"name":29,"samples":30,"score":31},"","主\u002F客观混合","智能体协同",7,51,{"detail":27,"method":33,"name":34,"samples":35,"score":36},"客观","代码生成",10,80,{"detail":27,"method":38,"name":39,"samples":40,"score":41},"主观","代码理解与调试",12,93,{"detail":27,"method":38,"name":43,"samples":44,"score":45},"创意写作",17,86,{"detail":27,"method":28,"name":47,"samples":48,"score":41},"信息检索 \u002F RAG",13,{"detail":27,"method":33,"name":50,"samples":51,"score":45},"数学与科学推理",14,{"detail":27,"method":38,"name":53,"samples":54,"score":41},"长文本处理",3,{"detail":27,"method":28,"name":56,"samples":35,"score":57},"多语言能力",90,"专项进阶能力",{"items":60,"name":73},[61,65,69],{"detail":27,"method":28,"name":62,"samples":63,"score":64},"通识知识",15,77,{"detail":27,"method":38,"name":66,"samples":67,"score":68},"文本理解",5,95,{"detail":27,"method":28,"name":70,"samples":71,"score":72},"逻辑推理",20,76,"通用基础能力",{"items":75,"name":83},[76,80],{"detail":27,"method":38,"name":77,"samples":78,"score":79},"幻觉控制",9,82,{"detail":27,"method":38,"name":81,"samples":51,"score":82},"指令遵循",87,"安全与合规能力",[85,86,87],{"name":66,"score":68},{"name":47,"score":41},{"name":39,"score":41},{"rating":89,"score":90},"优秀",84,{"fit":90,"name":92},"代码研发 \u002F 内容创作","Kimi K2.7 Code Highspeed在本轮能力评测中综合得分84，整体表现优秀。其文本理解（95%）和信息检索 \u002F RAG（93%）表现突出，能够分析文档语义、提取关键信息并处理复杂问答，并从知识库和多来源资料中定位信息、组织证据并生成有依据的回答。对软件开发者和工程团队而言，它适合用于代码编写、代码库理解、重构调试等研发场景，解决在复杂代码任务中兼顾生成结果与上下文理解；代码理解与调试（93%）也为相关任务提供补充。它的主要限制在于，智能体协同（51%）相对较弱，在需要多步骤自主规划、连续工具调用或跨智能体协作的任务中，建议增加人工复核或专项验证。",{"name":29,"note":27,"score":31},{"bars":96,"metrics":99,"recentAvailability":126,"summary":127},{"degraded":97,"down":98},[],[],[100,103,106,110,114,118,122],{"label":101,"value":102},"完成率","100%",{"label":104,"value":105},"缓存命中率","50.0%",{"label":107,"unit":108,"value":109},"累计评测耗时","s","1779.0",{"label":111,"unit":112,"value":113},"Token 消耗","tokens","361,967",{"label":115,"unit":116,"value":117},"平均请求次数","次","1.0",{"label":119,"unit":120,"value":121},"TPM","tokens\u002Fmin","12,208",{"label":123,"unit":124,"value":125},"QPM","req\u002Fmin","5.0","100.0%",[128,131,134],{"label":129,"unit":108,"value":130},"延迟","4.86",{"label":132,"unit":120,"value":133},"吞吐量","12.21K",{"label":135,"unit":136,"value":137},"可用率","%","100.0","Kimi K2.7 Code Highspeed的主要优势是文本理解与信息检索\u002FRAG，并支持图像、视频信息输入。在文档分析、信息抽取与复杂语义理解中，它能够承担信息理解、分析和结果生成等关键环节。","Kimi K2.7 Code Highspeed具备文本理解、信息检索\u002FRAG、代码理解与调试能力，可完成文档分析、信息抽取和复杂问答，并支持知识库检索、资料问答和证据整合。面向软件开发者和工程团队，适合代码编写、代码库理解、重构调试等研发；可通过 SilvaMux 统一 API 一键快速接入。","高速代码模型",[66,142],"信息检索与RAG"]