Best MoonshotAI Models for Coding

Match · Updated July 2026

Kimi K3 is the best MoonshotAI model for coding, with a 76.2 Artificial Analysis Coding Index across benchmarks like SWE-bench and SciCode. Kimi K2.6 (61.8) and Kimi K2.7 Code (60.8) round out the top three.

76.2Coding

57.1Intelligence

$3.00Input /M

1.0MContext

AI models ranked by the Artificial Analysis Coding Index, measuring real-world software engineering ability across benchmarks like SWE-bench, SciCode and terminal tasks. The best AI coding models for code generation, debugging and agentic development.

Frequently asked

What is the best MoonshotAI model for coding?

What's a good alternative to Kimi K3?

Kimi K2.6 (61.8) is the closest alternative on this metric, followed by Kimi K2.7 Code (60.8). See the full ranking above for the tradeoffs.

How many MoonshotAI models are there?

modelgrep tracks 7 MoonshotAI models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by Kimi K3. 4 of them qualify for this ranking.

More MoonshotAI rankings

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All rankings

Small & Fast LLMs Best Local LLMs Smartest LLMs Best LLMs for Design & Frontend Fastest LLMs Lowest-Latency LLMs Cheapest LLMs Best Free LLMs Best Reasoning LLMs Best Vision LLMs Best LLMs for Agents Best Open-Source LLMs Longest-Context LLMs Best LLMs for Writing Best LLMs for Math & Science Best LLMs for RAG Best LLMs for SQL & Data Analysis Best LLMs for Roleplay Best Uncensored LLMs