Best MiniMax Models for Coding

Match · Updated July 2026

MiniMax M3 is the best MiniMax model for coding, with a 58.6 Artificial Analysis Coding Index across benchmarks like SWE-bench and SciCode. MiniMax M3 (batch) (58.6) and MiniMax M2.7 (52.6) round out the top three.

58.6Coding

44.4Intelligence

$0.300Input /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 MiniMax model for coding?

What's a good alternative to MiniMax M3?

MiniMax M3 (batch) (58.6) is the closest alternative on this metric, followed by MiniMax M2.7 (52.6). See the full ranking above for the tradeoffs.

How many MiniMax models are there?

modelgrep tracks 9 MiniMax models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by MiniMax M3. 3 of them qualify for this ranking.

More MiniMax rankings

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

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