Kimi K2.7 Code: CI-First Benefit Score 5.5/10, Humics-Neutral. Moonshot AI's coding-focused open-weight model with 1T total parameters (32B active), 256K context, and native INT4 quantization. Designed for agentic software engineering workflows with forced thinking mode and MCP tool integration.