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tested four newest open source Kimi K2.6 is the fastest, GLM 5.1 the fanciest, DeepSeek V4 is the most comprehensive, and Xiaomi MiMo is the slowest

Architecture explains the gap: MiMo's MoE runs more active params per token than Kimi K2.6's optimized routing hence slowest. DeepSeek V4's 'comprehensive' edge is partly MLA: ~75% KV-cache compression makes it far bette

tested four newest open source Kimi K2.6 is the fastest, GLM 5.1 the fanciest, DeepSeek V4 is the most comprehensive, and Xiaomi MiMo is the slowest
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