
Kimi K2.7-Code
Moonshot AI's Kimi K2.7-Code is a 1T-parameter open-weight MoE coding model with mandatory thinking mode, 256K context, and 30% fewer reasoning tokens than K2.6.
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Moonshot AI's Kimi K2.7-Code is a 1T-parameter open-weight MoE coding model with mandatory thinking mode, 256K context, and 30% fewer reasoning tokens than K2.6.

Moonshot AI ships Kimi K2.7-Code with 30% fewer reasoning tokens and a 21.8% gain on its own coding benchmarks, but the model still trails Claude Opus 4.8 on most tests in the same table.

Cursor's Composer 2.5 scores within one point of Claude Opus 4.7 on SWE-Bench Multilingual at $0.50 per million tokens - a tenth of Anthropic's price - but the training disclosures deserve scrutiny.

Chinese AI providers now handle over 60% of all tokens routed through OpenRouter, up from less than 2% just a year ago.

Moonshot AI closed a $2B round at a $20B valuation, four-times its end-2025 value, on the strength of its Kimi open-weight models and $200M ARR.

Moonshot AI's Kimi K2.6 is a 1T-parameter MoE with 32B active per token, 256K context, a 300-agent swarm running 4,000 coordinated steps, and the top SWE-Bench Pro score among open-weight models at 58.6%.

Moonshot AI releases Kimi K2.6 under Modified MIT with open weights on HuggingFace, 300-agent swarm execution, and the highest SWE-Bench Pro score among open models.

OpenAI, Anthropic, Google, and Microsoft are now sharing attack detection data through the Frontier Model Forum to collectively block Chinese adversarial distillation campaigns.

Moonshot AI's Kimi K2.5 delivers best-in-class open-weight math and a genuinely novel multi-agent architecture, but a brutal hallucination rate and slow inference limit its real-world reliability.

A developer leaked the model ID for Cursor's Composer 2: kimi-k2p5-rl-0317-s515-fast. Moonshot AI says Cursor violated the Kimi K2.5 license by not displaying attribution in a $2B ARR product.

ByteDance suspended the global launch of its AI video model Seedance 2.0 after Disney, Paramount Skydance, and other studios sent cease-and-desist letters alleging copyright infringement.

Kimi K2.5 leads every coding benchmark, but Qwen3.5-35B-A3B delivers 87-93% of that performance at 3-4x lower cost and runs on a single consumer GPU. Here is the full breakdown.