Last verified: August 30, 2026. The test results on this page were produced by MiniMax-AI.chat on the dates stated in each section. There is no single best AI for coding, and any page that gives you one name without telling…
We tested MiniMax M3 on 180 original English images—60 OCR tasks, 60 charts and tables, and 60 UI screenshots—with exact-answer scoring. It passed 165/180 (91.67%); see latency, failures, cost, and downloadable evidence.
We sent the same 50 deterministic tasks through MiniMax Chat Completions, Responses, and Anthropic Messages twice. All 300 calls were correct; three differed only in JSON whitespace.
We compared MiniMax M3 Standard and Priority in 200 matched pairs. Median TTFT was tied, while Priority reduced p95 by 64.7%. See the cache caveat, accuracy, cost, and data.
We generated and OCR-scored 300 MiniMax Image-01 images across six English text categories. See strict accuracy, difficulty results, a 36-image audit sheet, cost, and data.
We ran 300 live MiniMax M3 tool-calling requests across 100 JSON schemas. See the 99.33% strict success rate, two real failure modes, latency, cost, code, and downloadable data.