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Sanity Harness scores Kimi K2.6, Opus 4.7

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Sanity Harness scores Kimi K2.6, Opus 4.7
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// 45d agoBENCHMARK RESULT

Sanity Harness scores Kimi K2.6, Opus 4.7

Sanity Harness’s latest leaderboard adds 145 results across older and newer runs, including fresh tests of Kimi K2.6-Code-Preview, Opus 4.7, GLM 5.1, and Minimax M2.7. The author’s main takeaway is that Opus 4.7 is a real step up, Kimi K2.6 still looks early, and GLM 5.1 lands near the top of the open-weight pack.

// ANALYSIS

This is less a model launch than a reality check: the frontier still looks meaningfully ahead, but the margins inside the top tier are getting clearer and more interesting.

  • Opus 4.7 appears to be the strongest signal in the batch, which matters because many recent “upgrades” have been mostly marketing.
  • Kimi K2.6-Code-Preview is promising, but the post itself treats it as premature evidence rather than a final verdict.
  • GLM 5.1 seems to be the best open-weight showing here, while Minimax M2.7 sits in the useful middle tier for price and local deployment.
  • ForgeCode’s strong Minimax result is interesting, but the author says the tool is buggy and too workflow-specific to recommend broadly yet.
  • Sanity Harness’s value is the methodology: sandboxed runs, Docker validation, and weighted scoring make the leaderboard more credible than a single-model demo.
  • For coding-agent buyers, this reinforces a familiar split: frontier models still buy reliability, while open-weight options buy cost control and deployability.
// TAGS
sanity-harnessbenchmarkai-codingagentcliopen-weights

DISCOVERED

45d ago

2026-04-17

PUBLISHED

45d ago

2026-04-17

RELEVANCE

9/ 10

AUTHOR

lemon07r