Kimi K2.7 Code

Kimi K2.7 Code is Moonshot AI’s coding-focused release in the Kimi K2 line, built to carry end-to-end programming tasks across long, multi-turn agent sessions rather than one-shot completions.

Why it stands out

• Always-on thinking mode that preserves full reasoning content across multi-turn conversations, instead of resetting context between steps.
• Native multimodal mixture-of-experts architecture, accepting text and image input in the same coding session.
• Frontier-competitive coding benchmarks at a fraction of the per-token cost of comparable Western frontier models.
• Steep cache discount (roughly 80% off cache-miss input pricing), which rewards long, iterative agent loops that keep re-reading the same context.

Good for

Teams running long, agentic coding sessions who want frontier-adjacent reasoning quality without frontier-model pricing.