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Kimi K2.7 Code: BEST Open Source Model? REALLY Cheap and Beats Opus 4.8 and GPT 5.5? (Fully Tested)

The Moonshot AI team released the Kimik K 2.7 model, a massive openweight coding model with one trillion parameters, excelling in long horizon coding tasks, instruction compliance, and agentic programming, ranking highly in independent evaluations, though not yet surpassing state-of-the-art closed source models.

MAIN POINTS FROM TRANSCRIPT
  1. Kimik K 2.7 is a massive mixture of experts model with around one trillion parameters.
  2. It excels in long horizon coding tasks and improves instruction compliance.
  3. Benchmarks show high performance, but it doesn't surpass state-of-the-art closed models.
  4. Docker Sandbox provides a safe environment for AI agents to run autonomously.
TAKEAWAYS
  1. Kimik K 2.7 significantly reduces overthinking tendencies by about 30%.
  2. It ranks second in the Aeros smoke test, ahead of some major models.
  3. The model is comparable to proprietary giants in web development tasks.
  4. Docker Sandbox allows safe, isolated execution for AI agents across various tools and models.
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