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Devstral \u662f\u4e00\u4e2a\u7528\u4e8e\u8f6f\u4ef6\u5de5\u7a0b\u4efb\u52a1\u7684\u4ee3\u7406\u578b\u5927\u8bed\u8a00\u6a21\u578b\u3002Devstral 2 \u5728\u4f7f\u7528\u5de5\u5177\u63a2\u7d22\u4ee3\u7801\u5e93\u3001\u7f16\u8f91\u591a\u4e2a\u6587\u4ef6\u548c\u9a71\u52a8\u8f6f\u4ef6\u5de5\u7a0b\u4ee3\u7406\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002 \u8be5\u6a21\u578b\u5728 SWE-bench \u4e0a\u53d6\u5f97\u4e86\u663e\u8457\u7684\u6027\u80fd\u3002\n\u8be5\u6a21\u578b\u662f\u4e00\u4e2a FP8 \u683c\u5f0f\u7684\u6307\u4ee4\u6a21\u578b\uff0c\u7ecf\u8fc7\u5fae\u8c03\u4ee5\u9075\u5faa\u6307\u4ee4\uff0c\u4f7f\u5176\u975e\u5e38\u9002\u5408\u804a\u5929\u3001\u4ee3\u7406\u548c\u57fa\u4e8e\u6307\u4ee4\u7684 SWE \u7528\u4f8b\u3002","False",null,"LLM"],"Doubao-1.5-lite-32k-250115":["\u5546\u7528","/","\u8c46\u5305",0.6,"Doubao1.5-lite\u5728\u8f7b\u91cf\u7248\u8bed\u8a00\u6a21\u578b\u4e2d\u4e5f\u5904\u4e8e\u5168\u7403\u4e00\u6d41\u6c34\u5e73\uff0c\u5728\u7efc\u5408\uff08MMLU_pro\uff09\u3001\u63a8\u7406\uff08BBH\uff09\u3001\u6570\u5b66\uff08MATH\uff09\u3001\u4e13\u4e1a\u77e5\u8bc6\uff08GPQA\uff09\u6743\u5a01\u6d4b\u8bc4\u6307\u6807\u6301\u5e73\u6216\u8d85\u8d8aGPT-4omini\uff0cCluade 3.5 Haiku\u3002","False",null,"LLM"],"Doubao-1.5-pro-32k-250115":["\u5546\u7528","/","\u8c46\u5305",2.0,"Doubao-1.5-pro-32k\uff0c\u5168\u65b0\u4e00\u4ee3\u4e3b\u529b\u6a21\u578b\uff0c\u6027\u80fd\u5168\u9762\u5347\u7ea7\uff0c\u5728\u77e5\u8bc6\u3001\u4ee3\u7801\u3001\u63a8\u7406\u3001\u7b49\u65b9\u9762\u8868\u73b0\u5353\u8d8a\u3002\u652f\u630132k\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u8f93\u51fa\u957f\u5ea6\u652f\u6301\u6700\u592712k tokens\u3002","False",null,"LLM"],"Doubao-Seed-2.0-Code-preview":["\u5546\u7528","/","\u8c46\u5305",16,"\n\u9762\u5411\u771f\u5b9e\u7f16\u7a0b\u73af\u5883\u4f18\u5316\u7684 Coding \u6a21\u578b\uff0c\u80fd\u7a33\u5b9a\u8c03\u7528 Claude Code \u7b49\u5e38\u89c1 IDE \u4e2d\u7684\u5de5\u5177\u3002\u6a21\u578b\u7279\u522b\u4f18\u5316\u4e86\u524d\u7aef\u80fd\u529b\uff0c\u5728\u4f7f\u7528\u5e38\u89c1\u7684\u524d\u7aef\u6846\u67b6\u65f6\u80fd\u6709\u826f\u597d\u8868\u73b0\u3002\u6a21\u578b\u652f\u6301\u4f7f\u7528 Skills\uff0c\u53ef\u4ee5\u914d\u5408\u591a\u79cd\u81ea\u5b9a\u4e49\u6280\u80fd\u4f7f\u7528\u3002\n","True",null,"LMM"],"Doubao-Seed-2.0-lite":["\u5546\u7528","/","\u8c46\u5305",3.6,"\n\u9762\u5411\u9ad8\u9891\u4f01\u4e1a\u573a\u666f\u517c\u987e\u6027\u80fd\u4e0e\u6210\u672c\u7684\u5747\u8861\u578b\u6a21\u578b\uff0c\u7efc\u5408\u80fd\u529b\u8d85\u8d8a\u4e0a\u4e00\u4ee3Doubao-Seed-1.8\u3002\u80dc\u4efb\u975e\u7ed3\u6784\u5316\u4fe1\u606f\u5904\u7406\u3001\u5185\u5bb9\u521b\u4f5c\u3001\u641c\u7d22\u63a8\u8350\u3001\u6570\u636e\u5206\u6790\u7b49\u751f\u4ea7\u578b\u5de5\u4f5c\uff0c\u652f\u6301\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u6e90\u4fe1\u606f\u878d\u5408\u3001\u591a\u6b65\u6307\u4ee4\u6267\u884c\u4e0e\u9ad8\u4fdd\u771f\u7ed3\u6784\u5316\u8f93\u51fa\u3002\u5728\u4fdd\u969c\u7a33\u5b9a\u6548\u679c\u7684\u540c\u65f6\u663e\u8457\u4f18\u5316\u6210\u672c\u3002","True",null,"LMM"],"Doubao-Seed-2.0-mini":["\u5546\u7528","/","\u8c46\u5305",2,"\n\u9762\u5411\u4f4e\u65f6\u5ef6\u3001\u9ad8\u5e76\u53d1\u4e0e\u6210\u672c\u654f\u611f\u573a\u666f\uff0c\u5f3a\u8c03\u5feb\u901f\u54cd\u5e94\u4e0e\u7075\u6d3b\u63a8\u7406\u90e8\u7f72\u3002\u6a21\u578b\u6548\u679c\u4e0eDoubao-Seed-1.6\u76f8\u5f53\u3002\u652f\u6301256k\u4e0a\u4e0b\u6587\u30014\u6863\u601d\u8003\u957f\u5ea6\u548c\u591a\u6a21\u6001\u7406\u89e3\uff0c\u9002\u5408\u6210\u672c\u548c\u901f\u5ea6\u4f18\u5148\u7684\u8f7b\u91cf\u7ea7\u4efb\u52a1\u3002\n","True",null,"LMM"],"Doubao-Seed-2.0-pro":["\u5546\u7528","/","\u8c46\u5305",16,"\n\u65d7\u8230\u7ea7\u5168\u80fd\u901a\u7528\u6a21\u578b\uff0c\u9762\u5411 Agent \u65f6\u4ee3\u7684\u590d\u6742\u63a8\u7406\u4e0e\u957f\u94fe\u8def\u4efb\u52a1\u6267\u884c\u573a\u666f\u3002\u5f3a\u8c03\u591a\u6a21\u6001\u7406\u89e3\u3001\u957f\u4e0a\u4e0b\u6587\u63a8\u7406\u3001\u7ed3\u6784\u5316\u751f\u6210\u4e0e\u5de5\u5177\u589e\u5f3a\u6267\u884c\u3002\u590d\u6742\u6307\u4ee4\u4e0e\u591a\u7ea6\u675f\u6267\u884c\u80fd\u529b\u7a81\u51fa\uff0c\u53ef\u7a33\u5b9a\u5e94\u5bf9\u591a\u6b65\u590d\u6742\u89c4\u5212\u3001\u590d\u6742\u56fe\u6587\u63a8\u7406\u3001\u89c6\u9891\u5185\u5bb9\u7406\u89e3\u4e0e\u9ad8\u96be\u5ea6\u5206\u6790\u7b49\u573a\u666f\u3002","True",null,"LMM"],"Doubao-Seedance-1.0-pro":["\u5546\u7528","/","\u8c46\u5305",15,"Seedance 1.0 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Kolors \u662f\u7531\u5feb\u624b Kolors \u56e2\u961f\u5f00\u53d1\u7684\u57fa\u4e8e\u6f5c\u5728\u6269\u6563\u7684\u5927\u89c4\u6a21\u6587\u672c\u5230\u56fe\u50cf\u751f\u6210\u6a21\u578b\u3002\u8be5\u6a21\u578b\u901a\u8fc7\u6570\u5341\u4ebf\u6587\u672c-\u56fe\u50cf\u5bf9\u7684\u8bad\u7ec3\uff0c\u5728\u89c6\u89c9\u8d28\u91cf\u3001\u590d\u6742\u8bed\u4e49\u51c6\u786e\u6027\u4ee5\u53ca\u4e2d\u82f1\u6587\u5b57\u7b26\u6e32\u67d3\u65b9\u9762\u5c55\u73b0\u51fa\u663e\u8457\u4f18\u52bf\u3002\u5b83\u4e0d\u4ec5\u652f\u6301\u4e2d\u82f1\u6587\u8f93\u5165\uff0c\u5728\u7406\u89e3\u548c\u751f\u6210\u4e2d\u6587\u7279\u5b9a\u5185\u5bb9\u65b9\u9762\u4e5f\u8868\u73b0\u51fa\u8272","False",null,"image"],"Llama-4-Maverick-17B-128E-Instruct-FP8":["\u5f00\u6e90",400.0,"meta",4.35,"size: 400.0B. ","False",null,"LLM"],"Llama-4-Scout-17B-16E-Instruct":["\u5f00\u6e90",109.0,"meta",2.175,"size: 109.0B. ","False",null,"LLM"],"LongCat-Flash-Chat":["\u5f00\u6e90",560,"\u7f8e\u56e2",5.68,"size: 560B. LongCat-Flash\uff0c\u4e00\u4e2a\u5f3a\u5927\u7684\u9ad8\u6548\u8bed\u8a00\u6a21\u578b\uff0c\u603b\u53c2\u6570\u91cf\u4e3a 5600 \u4ebf\uff0c\u91c7\u7528\u521b\u65b0\u7684\u4e13\u5bb6\u6df7\u5408\uff08MoE\uff09\u67b6\u6784\u3002\u8be5\u6a21\u578b\u7ed3\u5408\u4e86\u52a8\u6001\u8ba1\u7b97\u673a\u5236\uff0c\u6839\u636e\u4e0a\u4e0b\u6587\u9700\u6c42\u6fc0\u6d3b 186 \u4ebf\u81f3 313 \u4ebf\u53c2\u6570\uff08\u5e73\u5747\u7ea6 270 \u4ebf\uff09\uff0c\u4f18\u5316\u4e86\u8ba1\u7b97\u6548\u7387\u548c\u6027\u80fd\u3002\u4e3a\u4e86\u5b9e\u73b0\u5148\u8fdb\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u6548\u7387\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u5feb\u6377\u8fde\u63a5\u67b6\u6784\uff0c\u6269\u5c55\u4e86\u8ba1\u7b97-\u901a\u4fe1\u91cd\u53e0\u7a97\u53e3\uff0c\u5b9e\u73b0\u4e86\u6bcf\u79d2\u8d85\u8fc7 100 \u4e2a\u4ee4\u724c\uff08TPS\uff09\u7684\u7ecf\u6d4e\u9ad8\u6548\u7684\u63a8\u7406\u3002\u6211\u4eec\u7684\u5168\u9762\u8bad\u7ec3\u548c\u6269\u5c55\u7b56\u7565\u786e\u4fdd\u4e86\u7a33\u5b9a\u9ad8\u6548\u7684\u8bad\u7ec3\uff0c\u800c\u5b9a\u5236\u7684\u6570\u636e\u7b56\u7565\u5219\u589e\u5f3a\u4e86\u6a21\u578b\u6027\u80fd\u3002\nLongCat-Flash-Chat\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u601d\u8003\u7684\u57fa\u7840\u6a21\u578b\uff0c\u5728\u9886\u5148\u6a21\u578b\u4e2d\u8868\u73b0\u51fa\u9ad8\u5ea6\u7ade\u4e89\u529b\uff0c\u5c24\u5176\u5728\u4ee3\u7406\u4efb\u52a1\u4e0a\u8868\u73b0\u7a81\u51fa\u3002","False",null,"LLM"],"LongCat-Flash-Lite":["\u5f00\u6e90",69,"\u7f8e\u56e2",0,"size: 69B. \nLongCat-Flash-Lite\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u601d\u8003\u578b\u7684 68.5B \u53c2\u6570\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u6a21\u578b\uff0c\u6fc0\u6d3b\u53c2\u6570\u7ea6\u4e3a 3B\uff0c\u901a\u8fc7 YaRN \u65b9\u6cd5\u652f\u6301 256k \u4e0a\u4e0b\u6587\u957f\u5ea6\u3002LongCat-Flash-Lite \u57fa\u4e8e LongCat-Flash \u67b6\u6784\u6784\u5efa\uff0c\u5e76\u901a\u8fc7\u96c6\u6210\u4e00\u4e2a N-gram \u5d4c\u5165\u8868 \u6765\u63d0\u5347\u6a21\u578b\u6027\u80fd\u548c\u63a8\u7406\u901f\u5ea6\u3002\u5c3d\u7ba1\u4e3a\u5d4c\u5165\u5206\u914d\u4e86\u8d85\u8fc7 30B \u7684\u53c2\u6570\uff0cLongCat-Flash-Lite \u4e0d\u4ec5\u4f18\u4e8e\u540c\u7b49\u53c2\u6570\u89c4\u6a21\u7684 MoE \u57fa\u7ebf\u6a21\u578b\uff0c\u800c\u4e14\u5728\u667a\u80fd\u4f53\uff08agentic\uff09\u548c\u4ee3\u7801\u9886\u57df\u8868\u73b0\u51fa\u4e0e\u73b0\u6709\u540c\u89c4\u6a21\u6a21\u578b\u6781\u5177\u7ade\u4e89\u529b\u7684\u6027\u80fd\u3002","False",null,"LLM"],"LongCat-Flash-Thinking-2601":["\u5f00\u6e90",560,"\u7f8e\u56e2",0,"size: 560B. LongCat-Flash-Thinking-2601\uff0c\u8fd9\u662f\u4e00\u4e2a\u5f3a\u5927\u4e14\u9ad8\u6548\u7684\u5927\u578b\u63a8\u7406\u6a21\u578b\uff08LRM\uff09\uff0c\u603b\u53c2\u6570\u91cf\u8fbe 5600 \u4ebf\uff0c\u57fa\u4e8e\u521b\u65b0\u7684\u6df7\u5408\u4e13\u5bb6\uff08Mixture-of-Experts, MoE\uff09\u67b6\u6784\u6784\u5efa\u3002\n        \u8be5\u7248\u672c\u4e0d\u4ec5\u7ee7\u627f\u4e86\u524d\u4e00\u7248\u672c\u4e2d\u7684\u9886\u57df\u5e76\u884c\u8bad\u7ec3\u65b9\u6cd5\uff0c\u5e76\u5728\u4f20\u7edf\u63a8\u7406\u57fa\u51c6\u4e0a\u4fdd\u6301\u9ad8\u5ea6\u7ade\u4e89\u529b\uff0c\u8fd8\u901a\u8fc7\u4e00\u5957\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u8bad\u7ec3\u6d41\u7a0b\uff0c\u7cfb\u7edf\u6027\u5730\u589e\u5f3a\u4e86\u667a\u80fd\u4f53\u601d\u7ef4\u80fd\u529b\uff1a\u8be5\u6d41\u7a0b\u7ed3\u5408\u4e86\u73af\u5883\u6269\u5c55\u4e0e\u540e\u7eed\u4efb\u52a1\u5408\u6210\uff0c\u5e76\u8f85\u4ee5\u53ef\u9760\u9ad8\u6548\u7684\u5927\u89c4\u6a21\u3001\u591a\u73af\u5883\u5f3a\u5316\u5b66\u4e60\u3002\n        \u4e3a\u66f4\u597d\u5730\u9002\u5e94\u73b0\u5b9e\u4e16\u754c\u667a\u80fd\u4f53\u4efb\u52a1\u4e2d\u56fa\u6709\u7684\u566a\u58f0\u4e0e\u4e0d\u786e\u5b9a\u6027\uff0c\u5bf9\u591a\u79cd\u7c7b\u578b\u548c\u5c42\u7ea7\u7684\u73af\u5883\u566a\u58f0\u8fdb\u884c\u4e86\u7cfb\u7edf\u6027\u5206\u6790\u4e0e\u8bfe\u7a0b\u5f0f\u8bad\u7ec3\uff0c\u4f7f\u6a21\u578b\u5728\u975e\u7406\u60f3\u6761\u4ef6\u4e0b\u4ecd\u80fd\u4fdd\u6301\u7a33\u5065\u8868\u73b0\u3002\n        \u56e0\u6b64\uff0cLongCat-Flash-Thinking-2601 \u4e0d\u4ec5\u5728\u667a\u80fd\u4f53\u5de5\u5177\u4f7f\u7528\u3001\u667a\u80fd\u4f53\u641c\u7d22\u53ca\u5de5\u5177\u96c6\u6210\u63a8\u7406\u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fbe\u5230\u9876\u5c16\u6c34\u5e73\uff0c\u8fd8\u5728\u4efb\u610f\u5206\u5e03\u5916\uff08out-of-distribution\uff09\u7684\u771f\u5b9e\u4e16\u754c\u667a\u80fd\u4f53\u573a\u666f\u4e2d\u5c55\u73b0\u51fa\u663e\u8457\u63d0\u5347\u7684\u6cdb\u5316\u80fd\u529b\u3002\n        \u8fd8\u4e13\u95e8\u8bbe\u8ba1\u4e86\u8bc4\u4f30\u534f\u8bae\uff0c\u7528\u4e8e\u8861\u91cf\u6a21\u578b\u7684\u9c81\u68d2\u6027\u4e0e\u6cdb\u5316\u80fd\u529b\u3002\u6b64\u5916\uff0c\u5f15\u5165\u4e86\u201c\u6df1\u5ea6\u601d\u8003\u6a21\u5f0f\u201d\uff08Heavy Thinking Mode\uff09\uff0c\u901a\u8fc7\u5bc6\u96c6\u7684\u5e76\u884c\u601d\u8003\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u5728\u6781\u5177\u6311\u6218\u6027\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002","True",null,"LLM"],"MiMo-V2-Flash":["\u5f00\u6e90",309,"\u5c0f\u7c73",2.1,"size: 309B. MiMo-V2-Flash \u662f\u4e00\u4e2a\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u8bed\u8a00\u6a21\u578b\uff0c\u603b\u53c2\u6570\u91cf\u4e3a 309B\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf\u4e3a 15B\u3002\u5b83\u4e13\u4e3a\u9ad8\u901f\u63a8\u7406\u548c\u4ee3\u7406\u5de5\u4f5c\u6d41\u8bbe\u8ba1\uff0c\u91c7\u7528\u65b0\u9896\u7684\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784\u548c\u591a\u4ee4\u724c\u9884\u6d4b\uff08MTP\uff09\uff0c\u5728\u5b9e\u73b0\u6700\u5148\u8fdb\u6027\u80fd\u7684\u540c\u65f6\u663e\u8457\u964d\u4f4e\u4e86\u63a8\u7406\u6210\u672c\u3002","True",null,"LLM"],"MiMo-V2-Flash-0204":["\u5546\u7528","/","\u5c0f\u7c73",2.1,"\nMiMo-V2-Flash\u9ed8\u8ba4\u5173\u95ed\u601d\u8003\u6a21\u5f0f\u3002Thinking \u6a21\u5f0f\u4ee3\u7801\u80fd\u529b\u5347\u7ea7\uff1a \u9488\u5bf9\u7f16\u7a0b\u573a\u666f\u8fdb\u884c\u4e86\u4e13\u95e8\u4f18\u5316\uff0cThinking \u6a21\u5f0f\u5728 SWE-Bench Verified \u4e0a\u7684\u8bc4\u5206\u63d0\u5347\u81f3 78.6\uff0c\u4ee3\u7801\u751f\u6210\u7684\u89e3\u51b3\u7387\u548c\u8d28\u91cf\u5747\u6709\u663e\u8457\u63d0\u9ad8\u3002\n\n\u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387\u5927\u5e45\u63d0\u5347\uff1a \u89e3\u51b3\u4e86\u5de5\u5177\u4f7f\u7528\u7684\u7a33\u5b9a\u6027\u95ee\u9898\uff0cThinking \u6a21\u5f0f\u4e0b\u7684\u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387\u4ece 64% \u8dc3\u5347\u81f3 97.0%\uff0c\u5927\u5e45\u589e\u5f3a\u4e86\u6a21\u578b\u5728 Agent \u573a\u666f\u4e0b\u7684\u6267\u884c\u53ef\u9760\u6027\u3002\n\n\u6307\u4ee4\u9075\u5faa\u4e0e\u6297\u5e7b\u89c9\u80fd\u529b\u589e\u5f3a\uff1a\n\n\u63d0\u5347\u4e86\u5bf9\u7279\u5b9a\u6307\u4ee4\u7684\u9075\u5faa\u80fd\u529b\uff0cAA-IFBench \u8bc4\u5206\u8fbe\u5230 72\u3002\n\n\u589e\u5f3a\u4e86\u4e8b\u5b9e\u6027\u56de\u7b54\u7684\u4e25\u8c28\u5ea6\uff0c\u975e\u5e7b\u89c9\u7387\uff08Non-Hallucination Rate\uff09\u63d0\u5347\u81f3 52%\u3002\n\n\u590d\u6742\u4efb\u52a1\u5904\u7406\u4f18\u5316\uff1a \u5728 Thinking \u6a21\u5f0f\u4e0b\uff0c\u9488\u5bf9 Arena-Hard (Hard Prompt) \u7684\u5904\u7406\u80fd\u529b\u6709\u6240\u589e\u5f3a\uff0c\u8bc4\u5206\u63d0\u5347\u81f3 60.6\uff0c\u5728\u5904\u7406\u9ad8\u96be\u5ea6\u903b\u8f91\u95ee\u9898\u65f6\u8868\u73b0\u66f4\u4f73\u3002\n\n\u601d\u7ef4\u94fe\u957f\u5ea6\u7f29\u77ed\uff1a \u901a\u8fc7\u4f18\u5316\u601d\u7ef4\u94fe\u751f\u6210\u7b56\u7565\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u5197\u4f59 Token \u7684\u6d88\u8017\u3002\u5728 AIME25\u3001HMMT \u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5e73\u5747\u751f\u6210\u957f\u5ea6\u7f29\u51cf\u4e86 13% \u81f3 30%\uff0c\u5728\u4fdd\u6301\u6a21\u578b\u6548\u679c\u7684\u540c\u65f6\uff0c\u6709\u6548\u964d\u4f4e\u4e86 Token \u6210\u672c\u3002","False",null,"LLM"],"MiMo-V2-Flash-think":["\u5f00\u6e90",309,"\u5c0f\u7c73",2.1,"size: 309B. MiMo-V2-Flash\u5f00\u542f\u601d\u8003\u6a21\u5f0f","True",null,"LLM"],"MiMo-V2-Flash-think-0204":["\u5546\u7528","/","\u5c0f\u7c73",2.1,"MiMo-V2-Flash\u5f00\u542f\u601d\u8003\u6a21\u5f0f\u3002\nThinking \u6a21\u5f0f\u4ee3\u7801\u80fd\u529b\u5347\u7ea7\uff1a \u9488\u5bf9\u7f16\u7a0b\u573a\u666f\u8fdb\u884c\u4e86\u4e13\u95e8\u4f18\u5316\uff0cThinking \u6a21\u5f0f\u5728 SWE-Bench Verified \u4e0a\u7684\u8bc4\u5206\u63d0\u5347\u81f3 78.6\uff0c\u4ee3\u7801\u751f\u6210\u7684\u89e3\u51b3\u7387\u548c\u8d28\u91cf\u5747\u6709\u663e\u8457\u63d0\u9ad8\u3002\n\n\u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387\u5927\u5e45\u63d0\u5347\uff1a \u89e3\u51b3\u4e86\u5de5\u5177\u4f7f\u7528\u7684\u7a33\u5b9a\u6027\u95ee\u9898\uff0cThinking \u6a21\u5f0f\u4e0b\u7684\u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387\u4ece 64% \u8dc3\u5347\u81f3 97.0%\uff0c\u5927\u5e45\u589e\u5f3a\u4e86\u6a21\u578b\u5728 Agent \u573a\u666f\u4e0b\u7684\u6267\u884c\u53ef\u9760\u6027\u3002\n\n\u6307\u4ee4\u9075\u5faa\u4e0e\u6297\u5e7b\u89c9\u80fd\u529b\u589e\u5f3a\uff1a\n\n\u63d0\u5347\u4e86\u5bf9\u7279\u5b9a\u6307\u4ee4\u7684\u9075\u5faa\u80fd\u529b\uff0cAA-IFBench \u8bc4\u5206\u8fbe\u5230 72\u3002\n\n\u589e\u5f3a\u4e86\u4e8b\u5b9e\u6027\u56de\u7b54\u7684\u4e25\u8c28\u5ea6\uff0c\u975e\u5e7b\u89c9\u7387\uff08Non-Hallucination Rate\uff09\u63d0\u5347\u81f3 52%\u3002\n\n\u590d\u6742\u4efb\u52a1\u5904\u7406\u4f18\u5316\uff1a \u5728 Thinking \u6a21\u5f0f\u4e0b\uff0c\u9488\u5bf9 Arena-Hard (Hard Prompt) \u7684\u5904\u7406\u80fd\u529b\u6709\u6240\u589e\u5f3a\uff0c\u8bc4\u5206\u63d0\u5347\u81f3 60.6\uff0c\u5728\u5904\u7406\u9ad8\u96be\u5ea6\u903b\u8f91\u95ee\u9898\u65f6\u8868\u73b0\u66f4\u4f73\u3002\n\n\u601d\u7ef4\u94fe\u957f\u5ea6\u7f29\u77ed\uff1a \u901a\u8fc7\u4f18\u5316\u601d\u7ef4\u94fe\u751f\u6210\u7b56\u7565\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u5197\u4f59 Token \u7684\u6d88\u8017\u3002\u5728 AIME25\u3001HMMT \u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5e73\u5747\u751f\u6210\u957f\u5ea6\u7f29\u51cf\u4e86 13% \u81f3 30%\uff0c\u5728\u4fdd\u6301\u6a21\u578b\u6548\u679c\u7684\u540c\u65f6\uff0c\u6709\u6548\u964d\u4f4e\u4e86 Token \u6210\u672c\u3002","True",null,"LLM"],"MiMo-V2-Omni":["\u5546\u7528","/","\u5c0f\u7c73",14,"\n\u9ed8\u8ba4\u5f00\u542f\u601d\u8003\u6a21\u5f0f\u3002MiMo-V2-Omni \u4e13\u4e3a\u73b0\u5b9e\u4e16\u754c\u4e2d\u590d\u6742\u7684\u591a\u6a21\u6001\u4ea4\u4e92\u4e0e\u6267\u884c\u573a\u666f\u800c\u751f\u3002\u6211\u4eec\u4ece\u5e95\u5c42\u6784\u5efa\u4e86\u878d\u5408\u6587\u672c\u3001\u89c6\u89c9\u3001\u8bed\u97f3\u7684\u5168\u6a21\u6001\u57fa\u5ea7\uff0c\u5e76\u4ee5\u7edf\u4e00\u67b6\u6784\u5c06\u201c\u611f\u77e5\u201d\u4e0e\u201c\u884c\u52a8\u201d\u6df1\u5ea6\u7ed1\u5b9a\u3002\u8fd9\u4e0d\u4ec5\u6253\u7834\u4e86\u4f20\u7edf\u6a21\u578b\u201c\u91cd\u7406\u89e3\u3001\u8f7b\u6267\u884c\u201d\u7684\u5c40\u9650\uff0c\u66f4\u8ba9\u6a21\u578b\u539f\u751f\u5177\u5907\u4e86\u591a\u6a21\u6001\u611f\u77e5\u3001\u5de5\u5177\u8c03\u7528\u3001\u51fd\u6570\u6267\u884c\u53ca GUI \u64cd\u4f5c\u80fd\u529b\u3002MiMo-V2-Omni \u53ef\u65e0\u7f1d\u63a5\u5165\u5404\u5927\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u5b9e\u73b0\u4e86\u4ece\u7406\u89e3\u5230\u64cd\u63a7\u7684\u8de8\u8d8a\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u5168\u6a21\u6001 Agent \u7684\u843d\u5730\u95e8\u69db\u3002\n","True",null,"LMM"],"MiMo-V2-Pro":["\u5546\u7528","/","\u5c0f\u7c73",21,"\n\u9ed8\u8ba4\u5f00\u542f\u601d\u8003\u6a21\u5f0f\u3002Xiaomi MiMo-V2-Pro \u4e13\u4e3a\u73b0\u5b9e\u4e16\u754c\u4e2d\u9ad8\u5f3a\u5ea6\u7684 Agent \u5de5\u4f5c\u573a\u666f\u800c\u6253\u9020\u3002\u5b83\u62e5\u6709\u8d85\u8fc7 1T \u7684\u603b\u53c2\u6570\u91cf\uff0842B \u6fc0\u6d3b\u53c2\u6570\uff09\uff0c\u91c7\u7528\u521b\u65b0\u7684\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784\uff0c\u5e76\u652f\u6301 1M \u8d85\u957f\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\u5728\u5f3a\u5927\u7684\u6a21\u578b\u57fa\u5ea7\u4e0a\uff0c\u6211\u4eec\u5728\u66f4\u4e3a\u5e7f\u6cdb\u7684 Agent \u573a\u666f\u4e2d\u6301\u7eed Scaling \u7b97\u529b\uff0c\u8fdb\u4e00\u6b65\u62d3\u5c55\u4e86\u667a\u80fd\u7684\u52a8\u4f5c\u7a7a\u95f4\uff0c\u5b9e\u73b0\u4e86\u4ece Coding \u5230 Claw \u7684\u91cd\u8981\u6cdb\u5316\u3002\n","True",null,"LLM"],"MiniMax-M1":["\u5f00\u6e90",456,"minimax",8.0,"size: 456B. \u8f93\u5165\u957f\u5ea60-32k\uff1a\u8f93\u5165\uff1a0.8\u5143/\u767e\u4e07tokens\uff0c\u8f93\u51fa\uff1a8\u5143/\u767e\u4e07tokens\u3002\u8f93\u5165\u957f\u5ea632-128k\uff1a\u8f93\u5165\uff1a1.2\u5143/\u767e\u4e07tokens\uff0c\u8f93\u51fa\uff1a16\u5143/\u767e\u4e07tokens\u3002\u8f93\u5165\u957f\u5ea6128k+\uff1a\u8f93\u5165\uff1a2.4\u5143/\u767e\u4e07tokens\uff0c\u8f93\u51fa\uff1a24\u5143/\u767e\u4e07tokens","True",null,"LLM"],"MiniMax-M2":["\u5f00\u6e90",230,"minimax",8.4,"size: 230B. 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\u7684\u6a21\u578b\u56de\u590d\u4ee5\u53ca\u601d\u7ef4\u94fe\u66f4\u52a0\u7b80\u6d01\uff0c\u5728\u5b9e\u9645\u7f16\u7a0b\u4e0e\u4ea4\u4e92\u4f53\u9a8c\u4e2d\uff0c\u54cd\u5e94\u901f\u5ea6\u663e\u8457\u63d0\u5347\uff0cToken \u6d88\u8017\u660e\u663e\u4e0b\u964d\uff0c\u5728 AI Coding \u4e0e Agent \u9a71\u52a8\u7684\u8fde\u7eed\u5de5\u4f5c\u6d41\u4e2d\u66f4\u52a0\u6d41\u7545\u548c\u9ad8\u6548\u3002\u51fa\u8272\u7684 Agent / \u5de5\u5177\u811a\u624b\u67b6\u6cdb\u5316\u80fd\u529b\uff1aM2.1 \u5728\u5404\u7c7b\u7f16\u7a0b\u5de5\u5177\u4e0e Agent \u6846\u67b6\u4e2d\u5747\u6709\u51fa\u8272\u8868\u73b0\u3002\u5728 Claude Code\u3001Droid\uff08Factory AI\uff09\u3001Cline\u3001Kilo Code\u3001Roo Code\u3001BlackBox \u7b49\u5de5\u5177\u4e2d\u5c55\u73b0\u4e00\u81f4\u4e14\u7a33\u5b9a\u7684\u6548\u679c\uff0c\u5e76\u5bf9 Skill.md\u3001Claude.md / agent.md / cursorrule\u3001Slash Command \u7b49 Context Management \u673a\u5236\u63d0\u4f9b\u53ef\u9760\u652f\u6301\u3002\u9ad8\u8d28\u91cf\u5bf9\u8bdd\u548c\u5199\u4f5c\uff1aM2.1 \u4e0d\u518d\u53ea\u662f\u201c\u4ee3\u7801\u80fd\u529b\u66f4\u5f3a\u201d\uff0c\u5728\u65e5\u5e38\u5bf9\u8bdd\u3001\u6280\u672f\u8bf4\u660e\u4e0e\u5199\u4f5c\u573a\u666f\u4e2d\uff0c\u4e5f\u80fd\u63d0\u4f9b\u66f4\u5177\u7ec6\u8282\u4e0e\u7ed3\u6784\u6027\u7684\u56de\u7b54\u3002","True",null,"LLM"],"MiniMax-M2.5":["\u5546\u7528","/","minimax",8.4,"\n\u7ecf\u8fc7\u6570\u5341\u4e07\u4e2a\u771f\u5b9e\u590d\u6742\u73af\u5883\u4e2d\u7684\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff0cM2.5 \u5728\u7f16\u7a0b\u3001\u5de5\u5177\u8c03\u7528\u548c\u641c\u7d22\u3001\u529e\u516c\u7b49\u751f\u4ea7\u529b\u573a\u666f\u90fd\u8fbe\u5230\u6216\u8005\u5237\u65b0\u4e86\u884c\u4e1a\u7684 SOTA\uff0c\u6bd4\u5982 SWE-Bench Verified\uff0880.2%\uff09\uff0cMulti-SWE-Bench\uff0851.3%\uff09\uff0cBrowseComp\uff0876.3%\uff09\u3002\n\nM2.5 \u4f18\u5316\u4e86\u6a21\u578b\u5bf9\u590d\u6742\u4efb\u52a1\u7684\u62c6\u89e3\u80fd\u529b\u548c\u601d\u8003\u8fc7\u7a0b\u4e2d token \u7684\u6d88\u8017\uff0c\u4f7f\u5176\u80fd\u66f4\u5feb\u5730\u5b8c\u6210\u590d\u6742\u7684 Agentic \u4efb\u52a1\uff0c\u6bd4\u5982\u5728 SWE-Bench Verified \u7684\u6d4b\u8bd5\u4e2d\uff0c\u6bd4\u4e0a\u4e00\u4e2a\u7248\u672c M2.1 \u5b8c\u6210\u4efb\u52a1\u7684\u901f\u5ea6\u5feb\u4e86 37%\u3002\n\nM2.5 \u662f\u7b2c\u4e00\u4e2a\u4e0d\u9700\u8981\u8003\u8651\u4f7f\u7528\u6210\u672c\u53ef\u4ee5\u65e0\u9650\u4f7f\u7528\u7684\u524d\u6cbf\u6a21\u578b\u3002\u5728\u6bcf\u79d2\u8f93\u51fa 100 token \u7684\u60c5\u51b5\u4e0b\uff0cM2.5 \u8fde\u7eed\u5de5\u4f5c\u4e00\u5c0f\u65f6\u53ea\u9700\u82b1\u8d39 1 \u7f8e\u91d1\uff1b\u800c\u5728\u6bcf\u79d2\u8f93\u51fa 50 \u4e2a token \u7684\u60c5\u51b5\u4e0b\uff0c\u53ea\u9700\u8981 0.3 \u7f8e\u91d1\u3002\u6211\u4eec\u5e0c\u671bM2.5\u80fd\u591f\u52a0\u901fAgent\u65f6\u4ee3\u7684\u53d1\u5c55\u3002","True",null,"LLM"],"MiniMax-M2.5-lightning":["\u5546\u7528","/","minimax",16.8,"\n\u7ecf\u8fc7\u6570\u5341\u4e07\u4e2a\u771f\u5b9e\u590d\u6742\u73af\u5883\u4e2d\u7684\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff0cM2.5 \u5728\u7f16\u7a0b\u3001\u5de5\u5177\u8c03\u7528\u548c\u641c\u7d22\u3001\u529e\u516c\u7b49\u751f\u4ea7\u529b\u573a\u666f\u90fd\u8fbe\u5230\u6216\u8005\u5237\u65b0\u4e86\u884c\u4e1a\u7684 SOTA\uff0c\u6bd4\u5982 SWE-Bench Verified\uff0880.2%\uff09\uff0cMulti-SWE-Bench\uff0851.3%\uff09\uff0cBrowseComp\uff0876.3%\uff09\u3002\n\nM2.5 \u4f18\u5316\u4e86\u6a21\u578b\u5bf9\u590d\u6742\u4efb\u52a1\u7684\u62c6\u89e3\u80fd\u529b\u548c\u601d\u8003\u8fc7\u7a0b\u4e2d token \u7684\u6d88\u8017\uff0c\u4f7f\u5176\u80fd\u66f4\u5feb\u5730\u5b8c\u6210\u590d\u6742\u7684 Agentic \u4efb\u52a1\uff0c\u6bd4\u5982\u5728 SWE-Bench Verified \u7684\u6d4b\u8bd5\u4e2d\uff0c\u6bd4\u4e0a\u4e00\u4e2a\u7248\u672c M2.1 \u5b8c\u6210\u4efb\u52a1\u7684\u901f\u5ea6\u5feb\u4e86 37%\u3002\n\nM2.5 \u662f\u7b2c\u4e00\u4e2a\u4e0d\u9700\u8981\u8003\u8651\u4f7f\u7528\u6210\u672c\u53ef\u4ee5\u65e0\u9650\u4f7f\u7528\u7684\u524d\u6cbf\u6a21\u578b\u3002\u5728\u6bcf\u79d2\u8f93\u51fa 100 token \u7684\u60c5\u51b5\u4e0b\uff0cM2.5 \u8fde\u7eed\u5de5\u4f5c\u4e00\u5c0f\u65f6\u53ea\u9700\u82b1\u8d39 1 \u7f8e\u91d1\uff1b\u800c\u5728\u6bcf\u79d2\u8f93\u51fa 50 \u4e2a token \u7684\u60c5\u51b5\u4e0b\uff0c\u53ea\u9700\u8981 0.3 \u7f8e\u91d1\u3002\u6211\u4eec\u5e0c\u671bM2.5\u80fd\u591f\u52a0\u901fAgent\u65f6\u4ee3\u7684\u53d1\u5c55\u3002","True",null,"LLM"],"MiniMax-M2.7":["\u5546\u7528","/","minimax",8.4,"\nM2.7 \u80fd\u591f\u81ea\u884c\u6784\u5efa\u590d\u6742 Agent Harness\uff0c\u5e76\u57fa\u4e8e Agent Teams\u3001\u590d\u6742 Skills\u3001Tool Search Tool \u7b49\u80fd\u529b\uff0c\u5b8c\u6210\u9ad8\u5ea6\u590d\u6742\u7684\u751f\u4ea7\u529b\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u5728\u7814\u53d1M2.7\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u57fa\u4e8e\u6a21\u578b\u6784\u5efa\u5f3a\u5316\u5b66\u4e60Harness \u4e2d\u7684\u6570\u5341\u4e2a\u590d\u6742\u7684 skills\uff0c\u66f4\u65b0\u81ea\u5df1\u7684 memory\uff0c\u9a71\u52a8\u6a21\u578b\u81ea\u8eab\u7684\u5f3a\u5316\u5b66\u4e60\uff0c\u5e76\u57fa\u4e8e\u7ed3\u679c\u4f18\u5316\u5f3a\u5316\u5b66\u4e60\u8fc7\u7a0b\u548cHarness\uff0c\u5f00\u542f\u6a21\u578b\u7684\u81ea\u6211\u8fdb\u5316\u3002\n","True",null,"LLM"],"MiniMax-M2.7-highspeed":["\u5546\u7528","/","minimax",16.8,"\nM2.7 \u80fd\u591f\u81ea\u884c\u6784\u5efa\u590d\u6742 Agent Harness\uff0c\u5e76\u57fa\u4e8e Agent Teams\u3001\u590d\u6742 Skills\u3001Tool Search Tool 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MiniMax\u5f00\u653e\u5e73\u53f0\u6b63\u5f0f\u53d1\u5e03\u65b0\u4e00\u4ee3\u6a21\u578b\uff0c\u5305\u62ec\u9488\u5bf9\u6587\u672c\u5904\u7406\u4efb\u52a1\u7684MiniMax-Text-01\uff0c\u4ee5\u53ca\u9762\u5411\u591a\u6a21\u6001\u7406\u89e3\u4efb\u52a1\u7684MiniMax-VL-01\u3002\u5728\u8fd9\u4e00\u7cfb\u5217\u6a21\u578b\u7684\u7814\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u8fdb\u884c\u4e86\u5927\u80c6\u521b\u65b0\uff0c\u7387\u5148\u5728\u4e1a\u5185\u5927\u89c4\u6a21\u5b9e\u73b0\u4e86\u65b0\u7684\u7ebf\u6027\u6ce8\u610f\u529b\u673a\u5236\u3002\u8fd9\u4e00\u7a81\u7834\u6027\u6280\u672f\u4e0d\u4ec5\u4f7f\u6a21\u578b\u5728\u7efc\u5408\u6027\u80fd\u4e0a\u8fbe\u5230\u4e86\u56fd\u9645\u9876\u5c16\u6c34\u5e73\uff0c\u540c\u65f6\u663e\u8457\u63d0\u5347\u4e86\u5904\u7406\u6548\u7387\uff0c\u80fd\u591f\u9ad8\u6548\u5904\u7406\u9ad8\u8fbe400\u4e07\u4e2a\u8f93\u5165\uff0c\u662f\u73b0\u6709\u9876\u5c16\u6a21\u578b\u768420\u81f332\u500d\u3002\u6211\u4eec\u671f\u671b\u8be5\u7cfb\u5217\u6a21\u578b\u80fd\u591f\u4e3a\u672a\u6765\u4e00\u5e74\u4e2d\u6f5c\u5728\u7684Agent\u76f8\u5173\u5e94\u7528\u7684\u7206\u53d1\u5f0f\u589e\u957f\u63d0\u4f9b\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002","False",null,"LLM"],"Ministral-3-14B-Instruct-2512":["\u5f00\u6e90",14,"Mistral",1.424,"size: 14B. 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\u5728\u53d1\u5e03\u65f6\u88ab\u8bc4\u4e3a\u5168\u7403\u6700\u5f3a\u7684\u7f16\u7a0b\u6a21\u578b\uff0c\u80fd\u591f\u5728\u590d\u6742\u3001\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4efb\u52a1\u548c\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u4e2d\u4fdd\u6301\u7a33\u5b9a\u8868\u73b0\u3002\u5b83\u5728\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u6811\u7acb\u4e86\u65b0\u7684\u6807\u6746\uff0c\u5728 SWE-bench \u4e0a\u53d6\u5f97\u4e86 72.5% \u7684\u9886\u5148\u6210\u7ee9\uff0c\u5728 Terminal-bench \u4e0a\u8fbe\u5230 43.2%\u3002Opus 4 \u652f\u6301\u957f\u65f6\u95f4\u3001\u667a\u80fd\u4f53\u5316\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u53ef\u8fde\u7eed\u5904\u7406\u6570\u5343\u4e2a\u4efb\u52a1\u6b65\u9aa4\uff0c\u6301\u7eed\u6570\u5c0f\u65f6\u800c\u6027\u80fd\u4e0d\u4e0b\u964d\u3002","True",null,"LMM"],"claude-opus-4-thinking":["\u5546\u7528","/","anthropic",532.5,"claude-opus-4\u5f00\u542f\u601d\u8003\u6a21\u5f0f","True",null,"LMM"],"claude-opus-4.1":["\u5546\u7528","/","anthropic",532.5,"Claude Opus 4.1 \u662f Anthropic \u65d7\u8230\u6a21\u578b\u7684\u66f4\u65b0\u7248\u672c\uff0c\u5728\u7f16\u7a0b\u3001\u63a8\u7406\u548c\u667a\u80fd\u4f53\u4efb\u52a1\u65b9\u9762\u8868\u73b0\u66f4\u4f73\u3002\u5b83\u5728 SWE-bench Verified \u4e0a\u8fbe\u5230 74.5% \u7684\u6210\u7ee9\uff0c\u5728\u591a\u6587\u4ef6\u4ee3\u7801\u91cd\u6784\u3001\u8c03\u8bd5\u7cbe\u5ea6\u548c\u6ce8\u91cd\u7ec6\u8282\u7684\u63a8\u7406\u65b9\u9762\u90fd\u6709\u663e\u8457\u63d0\u5347\u3002\u8be5\u6a21\u578b\u652f\u6301\u6700\u957f 64K token \u7684\u6269\u5c55\u601d\u8003\uff0c\u5e76\u9488\u5bf9\u7814\u7a76\u3001\u6570\u636e\u5206\u6790\u548c\u5de5\u5177\u8f85\u52a9\u63a8\u7406\u7b49\u4efb\u52a1\u8fdb\u884c\u4e86\u4f18\u5316\u3002","True",null,"LMM"],"claude-opus-4.1-thinking":["\u5546\u7528","/","anthropic",532.5,"claude-opus-4.1\u5f00\u542f\u601d\u8003\u6a21\u5f0f","True",null,"LMM"],"claude-opus-4.5":["\u5546\u7528","/","anthropic",175,"Claude Opus 4.5 \u662f Anthropic 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\u652f\u6301\u9ad8\u7ea7\u5de5\u5177\u8c03\u7528\u3001\u957f\u4e0a\u4e0b\u6587\u7ba1\u7406\u4ee5\u53ca\u591a\u667a\u80fd\u4f53\u534f\u540c\uff0c\u975e\u5e38\u9002\u5408\u81ea\u4e3b\u7814\u7a76\u3001\u8c03\u8bd5\u3001\u591a\u6b65\u89c4\u5212\u4ee5\u53ca\u8868\u683c/\u6d4f\u89c8\u5668\u64cd\u4f5c\u7b49\u573a\u666f\u3002\u76f8\u6bd4\u524d\u51e0\u4ee3 Opus\uff0c\u5b83\u5728\u7ed3\u6784\u5316\u63a8\u7406\u3001\u6267\u884c\u53ef\u9760\u6027\u4e0e\u5bf9\u9f50\u5ea6\u65b9\u9762\u5b9e\u73b0\u663e\u8457\u63d0\u5347\uff0c\u540c\u65f6\u964d\u4f4e token \u5f00\u9500\uff0c\u5e76\u5728\u957f\u5468\u671f\u4efb\u52a1\u4e2d\u8868\u73b0\u66f4\u4f73\u3002","True",null,"LMM"],"claude-opus-4.5-thinking":["\u5546\u7528","/","anthropic",175,"claude-opus-4.5\u5f00\u542f\u601d\u8003\u6a21\u5f0f","True",null,"LMM"],"claude-opus-4.6":["\u5546\u7528","/","anthropic",175,"\nOpus 4.6 \u662f Anthropic 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\u5728\u6301\u7eed\u77e5\u8bc6\u5de5\u4f5c\u65b9\u9762\u540c\u6837\u5353\u8d8a\u3002\u5b83\u80fd\u4e00\u6b21\u6027\u751f\u6210\u63a5\u8fd1\u751f\u4ea7\u5c31\u7eea\u7684\u6587\u6863\u3001\u89c4\u5212\u548c\u5206\u6790\uff0c\u5e76\u5728\u8d85\u957f\u8f93\u51fa\u548c\u957f\u65f6\u95f4\u4f1a\u8bdd\u4e2d\u4fdd\u6301\u8fde\u8d2f\u6027\u3002\u8fd9\u4f7f\u5176\u6210\u4e3a\u9700\u8981\u6301\u4e45\u6027\u3001\u5224\u65ad\u529b\u548c\u6267\u884c\u529b\u7684\u4efb\u52a1\u7684\u7406\u60f3\u9ed8\u8ba4\u9009\u62e9\uff0c\u4f8b\u5982\u6280\u672f\u8bbe\u8ba1\u3001\u8fc1\u79fb\u89c4\u5212\u548c\u7aef\u5230\u7aef\u9879\u76ee\u6267\u884c\u3002\n","False",null,"LMM"],"claude-opus-4.6-thinking":["\u5546\u7528","/","anthropic",175,"claude-opus-4.6\u5f00\u542f\u601d\u8003\u6a21\u5f0f\u3002\nOpus 4.6 \u662f Anthropic \u65d7\u4e0b\u6700\u5f3a\u7684\u7f16\u7a0b\u548c\u957f\u65f6\u4e13\u4e1a\u4efb\u52a1\u6a21\u578b\u3002\u5b83\u4e13\u4e3a\u8de8\u6574\u4e2a\u5de5\u4f5c\u6d41\u8fd0\u884c\u7684\u667a\u80fd\u4f53\u800c\u6784\u5efa\uff0c\u800c\u975e\u5355\u6761\u63d0\u793a\u8bcd\uff0c\u56e0\u6b64\u5728\u5927\u578b\u4ee3\u7801\u5e93\u3001\u590d\u6742\u91cd\u6784\u548c\u968f\u65f6\u95f4\u5c55\u5f00\u7684\u591a\u6b65\u9aa4\u8c03\u8bd5\u65b9\u9762\u8868\u73b0\u5c24\u4e3a\u51fa\u8272\u3002\u8be5\u6a21\u578b\u5728\u6df1\u5ea6\u4e0a\u4e0b\u6587\u7406\u89e3\u3001\u95ee\u9898\u5206\u89e3\u80fd\u529b\u4ee5\u53ca\u5728\u56f0\u96be\u5de5\u7a0b\u4efb\u52a1\u4e0a\u7684\u53ef\u9760\u6027\u65b9\u9762\u5747\u4f18\u4e8e\u524d\u51e0\u4ee3\u4ea7\u54c1\u3002\n\u9664\u7f16\u7a0b\u5916\uff0cOpus 4.6 \u5728\u6301\u7eed\u77e5\u8bc6\u5de5\u4f5c\u65b9\u9762\u540c\u6837\u5353\u8d8a\u3002\u5b83\u80fd\u4e00\u6b21\u6027\u751f\u6210\u63a5\u8fd1\u751f\u4ea7\u5c31\u7eea\u7684\u6587\u6863\u3001\u89c4\u5212\u548c\u5206\u6790\uff0c\u5e76\u5728\u8d85\u957f\u8f93\u51fa\u548c\u957f\u65f6\u95f4\u4f1a\u8bdd\u4e2d\u4fdd\u6301\u8fde\u8d2f\u6027\u3002\u8fd9\u4f7f\u5176\u6210\u4e3a\u9700\u8981\u6301\u4e45\u6027\u3001\u5224\u65ad\u529b\u548c\u6267\u884c\u529b\u7684\u4efb\u52a1\u7684\u7406\u60f3\u9ed8\u8ba4\u9009\u62e9\uff0c\u4f8b\u5982\u6280\u672f\u8bbe\u8ba1\u3001\u8fc1\u79fb\u89c4\u5212\u548c\u7aef\u5230\u7aef\u9879\u76ee\u6267\u884c\u3002\n","True",null,"LMM"],"claude-opus-4.7":["\u5546\u7528","/","anthropic",175,"\nOpus 4.7 \u662f Anthropic Opus \u7cfb\u5217\u7684\u4e0b\u4e00\u4ee3\u4ea7\u54c1\uff0c\u4e13\u4e3a\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u5f02\u6b65\u667a\u80fd\u4f53\u800c\u6784\u5efa\u3002\u5b83\u5728 Opus 4.6 \u7684\u7f16\u7a0b\u548c\u667a\u80fd\u4f53\u80fd\u529b\u57fa\u7840\u4e0a\uff0c\u5728\u590d\u6742\u7684\u591a\u6b65\u9aa4\u4efb\u52a1\u4e0a\u8868\u73b0\u66f4\u5f3a\uff0c\u5e76\u5728\u957f\u65f6\u95f4\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u63d0\u4f9b\u66f4\u53ef\u9760\u7684\u667a\u80fd\u4f53\u6267\u884c\u80fd\u529b\u3002\u5b83\u7279\u522b\u9002\u7528\u4e8e\u4efb\u52a1\u968f\u65f6\u95f4\u5c55\u5f00\u7684\u5f02\u6b65\u667a\u80fd\u4f53\u7ba1\u9053\u2014\u2014\u5305\u62ec\u5927\u578b\u4ee3\u7801\u5e93\u3001\u591a\u9636\u6bb5\u8c03\u8bd5\u548c\u7aef\u5230\u7aef\u9879\u76ee\u7f16\u6392\u3002\n\u9664\u4e86\u7f16\u7a0b\u4e4b\u5916\uff0cOpus 4.7 \u8fd8\u63d0\u5347\u4e86\u77e5\u8bc6\u5de5\u4f5c\u80fd\u529b\u2014\u2014\u4ece\u8d77\u8349\u6587\u6863\u3001\u5236\u4f5c\u6f14\u793a\u6587\u7a3f\u5230\u6570\u636e\u5206\u6790\u3002\u5b83\u5728\u8d85\u957f\u8f93\u51fa\u548c\u957f\u65f6\u95f4\u4f1a\u8bdd\u4e2d\u4fdd\u6301\u8fde\u8d2f\u6027\uff0c\u4f7f\u5176\u6210\u4e3a\u9700\u8981\u6301\u4e45\u6027\u3001\u5224\u65ad\u529b\u548c\u6267\u884c\u529b\u7684\u4efb\u52a1\u7684\u5f3a\u529b\u9ed8\u8ba4\u9009\u62e9\u3002\n","False",null,"LMM"],"claude-opus-4.7-thinking":["\u5546\u7528","/","anthropic",175,"\nOpus 4.7\u5f00\u542f\u601d\u8003\u6a21\u5f0f\u3002Opus 4.7 \u662f Anthropic Opus \u7cfb\u5217\u7684\u4e0b\u4e00\u4ee3\u4ea7\u54c1\uff0c\u4e13\u4e3a\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u5f02\u6b65\u667a\u80fd\u4f53\u800c\u6784\u5efa\u3002\u5b83\u5728 Opus 4.6 \u7684\u7f16\u7a0b\u548c\u667a\u80fd\u4f53\u80fd\u529b\u57fa\u7840\u4e0a\uff0c\u5728\u590d\u6742\u7684\u591a\u6b65\u9aa4\u4efb\u52a1\u4e0a\u8868\u73b0\u66f4\u5f3a\uff0c\u5e76\u5728\u957f\u65f6\u95f4\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u63d0\u4f9b\u66f4\u53ef\u9760\u7684\u667a\u80fd\u4f53\u6267\u884c\u80fd\u529b\u3002\u5b83\u7279\u522b\u9002\u7528\u4e8e\u4efb\u52a1\u968f\u65f6\u95f4\u5c55\u5f00\u7684\u5f02\u6b65\u667a\u80fd\u4f53\u7ba1\u9053\u2014\u2014\u5305\u62ec\u5927\u578b\u4ee3\u7801\u5e93\u3001\u591a\u9636\u6bb5\u8c03\u8bd5\u548c\u7aef\u5230\u7aef\u9879\u76ee\u7f16\u6392\u3002\n\u9664\u4e86\u7f16\u7a0b\u4e4b\u5916\uff0cOpus 4.7 \u8fd8\u63d0\u5347\u4e86\u77e5\u8bc6\u5de5\u4f5c\u80fd\u529b\u2014\u2014\u4ece\u8d77\u8349\u6587\u6863\u3001\u5236\u4f5c\u6f14\u793a\u6587\u7a3f\u5230\u6570\u636e\u5206\u6790\u3002\u5b83\u5728\u8d85\u957f\u8f93\u51fa\u548c\u957f\u65f6\u95f4\u4f1a\u8bdd\u4e2d\u4fdd\u6301\u8fde\u8d2f\u6027\uff0c\u4f7f\u5176\u6210\u4e3a\u9700\u8981\u6301\u4e45\u6027\u3001\u5224\u65ad\u529b\u548c\u6267\u884c\u529b\u7684\u4efb\u52a1\u7684\u5f3a\u529b\u9ed8\u8ba4\u9009\u62e9\u3002\n","True",null,"LMM"],"claude-sonnet-4.5":["\u5546\u7528","/","anthropic",108.75,"anthropic\u6700\u4f18\u79c0\u7684\u6a21\u578b\uff0c\u9002\u7528\u4e8e\u590d\u6742\u4ee3\u7406\u548c\u7f16\u7a0b\uff0c\u5728\u5927\u591a\u6570\u4efb\u52a1\u4e2d\u62e5\u6709\u6700\u9ad8\u7684\u667a\u80fd\u3002","False",null,"LMM"],"claude-sonnet-4.5-thinking":["\u5546\u7528","/","anthropic",108.75,"claude-sonnet-4.5\u5f00\u542f\u601d\u8003\u6a21\u5f0f","True",null,"LMM"],"claude-sonnet-4.6":["\u5546\u7528","/","anthropic",105,"\nSonnet 4.6 \u662f Anthropic \u8fc4\u4eca\u4e3a\u6b62\u6700\u5f3a\u5927\u7684 Sonnet \u7ea7\u522b\u6a21\u578b\uff0c\u5728\u7f16\u7a0b\u3001\u667a\u80fd\u4f53\u548c\u4e13\u4e1a\u5de5\u4f5c\u9886\u57df\u5747\u5177\u5907\u524d\u6cbf\u6027\u80fd\u3002\u5b83\u5728\u8fed\u4ee3\u5f00\u53d1\u3001\u590d\u6742\u4ee3\u7801\u5e93\u5bfc\u822a\u3001\u7aef\u5230\u7aef\u9879\u76ee\u7ba1\u7406\uff08\u652f\u6301\u8bb0\u5fc6\u529f\u80fd\uff09\u3001\u7cbe\u81f4\u6587\u6863\u521b\u5efa\u4ee5\u53ca\u7528\u4e8e\u7f51\u9875\u95ee\u7b54\u548c\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u7684\u8ba1\u7b97\u673a\u64cd\u4f5c\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002","False",null,"LMM"],"claude-sonnet-4.6-thinking":["\u5546\u7528","/","anthropic",105,"\nclaude-sonnet-4.6\u5f00\u542f\u601d\u8003\u6a21\u5f0f\u3002Sonnet 4.6 \u662f Anthropic \u8fc4\u4eca\u4e3a\u6b62\u6700\u5f3a\u5927\u7684 Sonnet \u7ea7\u522b\u6a21\u578b\uff0c\u5728\u7f16\u7a0b\u3001\u667a\u80fd\u4f53\u548c\u4e13\u4e1a\u5de5\u4f5c\u9886\u57df\u5747\u5177\u5907\u524d\u6cbf\u6027\u80fd\u3002\u5b83\u5728\u8fed\u4ee3\u5f00\u53d1\u3001\u590d\u6742\u4ee3\u7801\u5e93\u5bfc\u822a\u3001\u7aef\u5230\u7aef\u9879\u76ee\u7ba1\u7406\uff08\u652f\u6301\u8bb0\u5fc6\u529f\u80fd\uff09\u3001\u7cbe\u81f4\u6587\u6863\u521b\u5efa\u4ee5\u53ca\u7528\u4e8e\u7f51\u9875\u95ee\u7b54\u548c\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u7684\u8ba1\u7b97\u673a\u64cd\u4f5c\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002\n","True",null,"LMM"],"cogview-3-flash":["\u5546\u7528","/","\u667a\u8c31AI",0,"CogView-3-Flash\u662f\u667a\u8c31\u63a8\u51fa\u7684\u514d\u8d39\u56fe\u50cf\u751f\u6210\u6a21\u578b\u3002","False",null,"image"],"cogview-4":["\u5546\u7528","/","\u667a\u8c31AI",0.06,"\u53ef\u751f\u6210\u5e26\u6c49\u5b57\u7684\u56fe\uff0c\u652f\u6301\u7ed9\u5b9a\u8303\u56f4\u5185\u81ea\u5b9a\u4e49\u5206\u8fa8\u7387","False",null,"image"],"cogview-4-250304":["\u5546\u7528","/","\u667a\u8c31AI",0.06,"\u53ef\u751f\u6210\u5e26\u6c49\u5b57\u7684\u56fe\uff0c\u652f\u6301\u7ed9\u5b9a\u8303\u56f4\u5185\u81ea\u5b9a\u4e49\u5206\u8fa8\u7387","False",null,"image"],"dall-e-2":["\u5546\u7528","/","openAI",0.112,"DALL\u00b7E \u662f\u4e00\u4e2a\u80fd\u591f\u4ece\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4e2d\u521b\u5efa\u903c\u771f\u56fe\u50cf\u548c\u827a\u672f\u7684 AI \u7cfb\u7edf\u3002\u4f5c\u4e3a\u6bd4 DALL\u00b7E 3 \u66f4\u65e9\u7684\u7248\u672c\uff0cDALL\u00b7E 2 \u5728\u63d0\u793a\u8bcd\u63a7\u5236\u65b9\u9762\u63d0\u4f9b\u4e86\u66f4\u591a\u7075\u6d3b\u6027\uff0c\u5e76\u4e14\u652f\u6301\u540c\u65f6\u5904\u7406\u66f4\u591a\u8bf7\u6c42\u3002","False",null,"image"],"dall-e-3-hd":["\u5546\u7528","/","openAI",0.84,"DALL\u00b7E \u662f\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff0c\u80fd\u591f\u6839\u636e\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u751f\u6210\u903c\u771f\u7684\u56fe\u50cf\u548c\u827a\u672f\u4f5c\u54c1\u3002DALL\u00b7E 3 \u76ee\u524d\u652f\u6301\u6839\u636e\u63d0\u793a\u8bcd\u521b\u5efa\u7279\u5b9a\u5c3a\u5bf8\u7684\u65b0\u56fe\u50cf\u3002","False",null,"image"],"dall-e-3-standard":["\u5546\u7528","/","openAI",0.56,"DALL\u00b7E \u662f\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff0c\u80fd\u591f\u6839\u636e\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u751f\u6210\u903c\u771f\u7684\u56fe\u50cf\u548c\u827a\u672f\u4f5c\u54c1\u3002DALL\u00b7E 3 \u76ee\u524d\u652f\u6301\u6839\u636e\u63d0\u793a\u8bcd\u521b\u5efa\u7279\u5b9a\u5c3a\u5bf8\u7684\u65b0\u56fe\u50cf\u3002","False",null,"image"],"deepseek-chat-v3-0324":["\u5f00\u6e90",671.0,"\u6df1\u5ea6\u6c42\u7d22",8.0,"size: 671.0B. ","False",null,"LLM"],"deepseek-v4-flash":["\u5f00\u6e90",284,"\u6df1\u5ea6\u6c42\u7d22",2,"size: 284B. \n\u53d1\u5e03\u4e86 DeepSeek-V4 \u7cfb\u5217\u7684\u9884\u89c8\u7248\u672c\uff0c\u5305\u542b\u4e24\u6b3e\u5f3a\u5927\u7684\u6df7\u5408\u4e13\u5bb6\uff08Mixture-of-Experts, MoE\uff09\u8bed\u8a00\u6a21\u578b\uff1aDeepSeek-V4-Pro\uff08\u603b\u53c2\u6570\u91cf 1.6T\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf 49B\uff09\u548c DeepSeek-V4-Flash\uff08\u603b\u53c2\u6570\u91cf 284B\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf 13B\uff09\uff0c\u4e24\u8005\u5747\u652f\u6301 \u767e\u4e07 token \u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\n\nDeepSeek-V4 \u7cfb\u5217\u5728\u67b6\u6784\u4e0e\u4f18\u5316\u65b9\u9762\u5f15\u5165\u4e86\u591a\u9879\u5173\u952e\u5347\u7ea7\uff1a\n\n\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784\uff1a\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u79cd\u6df7\u5408\u6ce8\u610f\u529b\u673a\u5236\uff0c\u7ed3\u5408\u538b\u7f29\u7a00\u758f\u6ce8\u610f\u529b\uff08Compressed Sparse Attention, CSA\uff09\u4e0e\u91cd\u5ea6\u538b\u7f29\u6ce8\u610f\u529b\uff08Heavily Compressed Attention, HCA\uff09\uff0c\u663e\u8457\u63d0\u5347\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u6548\u7387\u3002\u5728\u767e\u4e07 token \u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\uff0cDeepSeek-V4-Pro \u76f8\u6bd4 DeepSeek-V3.2 \u4ec5\u9700 27% \u7684\u5355 token \u63a8\u7406 FLOPs \u548c 10% \u7684 KV \u7f13\u5b58\u3002\n\u6d41\u5f62\u7ea6\u675f\u8d85\u8fde\u63a5\uff08Manifold-Constrained Hyper-Connections, mHC\uff09\uff1a\u6211\u4eec\u5728\u4f20\u7edf\u6b8b\u5dee\u8fde\u63a5\u57fa\u7840\u4e0a\u5f15\u5165 mHC\uff0c\u589e\u5f3a\u8de8\u5c42\u4fe1\u53f7\u4f20\u64ad\u7684\u7a33\u5b9a\u6027\uff0c\u540c\u65f6\u4fdd\u7559\u6a21\u578b\u7684\u8868\u8fbe\u80fd\u529b\u3002\nMuon \u4f18\u5316\u5668\uff1a\u6211\u4eec\u91c7\u7528 Muon \u4f18\u5316\u5668\uff0c\u4ee5\u5b9e\u73b0\u66f4\u5feb\u7684\u6536\u655b\u901f\u5ea6\u548c\u66f4\u9ad8\u7684\u8bad\u7ec3\u7a33\u5b9a\u6027\u3002\n\u4e24\u6b3e\u6a21\u578b\u5747\u5728\u8d85\u8fc7 32T \u9ad8\u8d28\u91cf\u3001\u591a\u6837\u5316 token \u4e0a\u8fdb\u884c\u4e86\u9884\u8bad\u7ec3\uff0c\u5e76\u7ecf\u8fc7\u5168\u9762\u7684\u540e\u8bad\u7ec3\u6d41\u7a0b\u3002\u8be5\u540e\u8bad\u7ec3\u91c7\u7528\u4e24\u9636\u6bb5\u8303\u5f0f\uff1a\u9996\u5148\u901a\u8fc7\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u548c\u57fa\u4e8e GRPO \u7684\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u72ec\u7acb\u57f9\u517b\u9886\u57df\u4e13\u5bb6\u80fd\u529b\uff0c\u968f\u540e\u901a\u8fc7\u5728\u7ebf\u7b56\u7565\u84b8\u998f\uff08on-policy distillation\uff09\u7edf\u4e00\u6574\u5408\u6a21\u578b\uff0c\u5c06\u591a\u4e2a\u9886\u57df\u7684\u4e13\u4e1a\u80fd\u529b\u878d\u5408\u5230\u5355\u4e00\u6a21\u578b\u4e2d\u3002\n","True",null,"LLM"],"deepseek-v4-pro":["\u5f00\u6e90",1600,"\u6df1\u5ea6\u6c42\u7d22",24,"size: 1600B. \n\u53d1\u5e03\u4e86 DeepSeek-V4 \u7cfb\u5217\u7684\u9884\u89c8\u7248\u672c\uff0c\u5305\u542b\u4e24\u6b3e\u5f3a\u5927\u7684\u6df7\u5408\u4e13\u5bb6\uff08Mixture-of-Experts, MoE\uff09\u8bed\u8a00\u6a21\u578b\uff1aDeepSeek-V4-Pro\uff08\u603b\u53c2\u6570\u91cf 1.6T\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf 49B\uff09\u548c DeepSeek-V4-Flash\uff08\u603b\u53c2\u6570\u91cf 284B\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf 13B\uff09\uff0c\u4e24\u8005\u5747\u652f\u6301 \u767e\u4e07 token \u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\n\nDeepSeek-V4 \u7cfb\u5217\u5728\u67b6\u6784\u4e0e\u4f18\u5316\u65b9\u9762\u5f15\u5165\u4e86\u591a\u9879\u5173\u952e\u5347\u7ea7\uff1a\n\n\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784\uff1a\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u79cd\u6df7\u5408\u6ce8\u610f\u529b\u673a\u5236\uff0c\u7ed3\u5408\u538b\u7f29\u7a00\u758f\u6ce8\u610f\u529b\uff08Compressed Sparse Attention, CSA\uff09\u4e0e\u91cd\u5ea6\u538b\u7f29\u6ce8\u610f\u529b\uff08Heavily Compressed Attention, HCA\uff09\uff0c\u663e\u8457\u63d0\u5347\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u6548\u7387\u3002\u5728\u767e\u4e07 token \u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\uff0cDeepSeek-V4-Pro \u76f8\u6bd4 DeepSeek-V3.2 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