Benchmark, price, API, and model comparison notes for MiniMax M3.

MiniMax M3 benchmark results on SWE-Bench Pro, Terminal-Bench, BrowseComp, and MCP Atlas, how the model compares to GPT-5.5 and Claude Opus 4.8, and what early developers are saying.

MiniMax M3 price across OpenRouter and the official MiniMax API, how it compares to Claude Opus 4.8 and GPT-5.5 on cost, M-Chat credits, and what the community says.

MiniMax M3 vs DeepSeek V4 Pro on SWE-Bench Pro, Terminal-Bench, BrowseComp, and MCP Atlas, where each model leads, community reception, and how to choose for production.

MiniMax M3 vs GLM 5.1 on SWE-Bench Pro, Terminal-Bench, BrowseComp, and MCP Atlas, where the gaps show up, community reception, and how to evaluate both for real work.

MiniMax M3 vs Kimi K2.6 on coding and terminal benchmarks, the 1M vs 256K context gap, community reception, and how to choose for chat and agent workflows.