[r/LocalLLaMA]score: 0.30

Kimi K2.7 Code Cuts Thinking Tokens 30% vs K2.6

June 12, 2026

Kimi K2.7 Code is a coding-focused agentic model built on K2.6, targeting long-horizon software engineering tasks with improved end-to-end completion. Thinking-token usage drops ~30% versus K2.6, reducing inference cost for agentic coding loops.

HOW THIS AFFECTS YOU

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builderThe 30% reduction in thinking tokens directly lowers inference cost for agentic coding pipelines running K2.7 Code in production.

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researcherWorth tracking as a data point on efficiency gains in reasoning-focused code models without apparent benchmark regression.

read original ↗huggingface.co

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