MiniMax M3.1 Flash Preview Explained: Architecture, Pricing and Benchmarks Posted by By MPRAUTO MPRAUTO October 4, 2026Posted inAINo Comments MiniMax M3.1 Flash Preview explained: documented context, effort levels, access and pricing, what is still unpublished, and how to evaluate it.
The June 2026 Open-Weight Model Flood, Explained Posted by By MPRAUTO MPRAUTO June 20, 2026Posted inTechNo Comments In two weeks of June 2026, ~12 frontier open-weight models shipped — GLM-5.2, MiniMax M3, DeepSeek V4.1, Qwen 3.7. What it means for cost, moats, and strategy.