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MiniMax M2.5: The $1/Hour Model That Makes Claude Opus Look Overpriced

MiniMax’s 230B MoE model hits 80.2% on SWE-Bench at 1/20th the cost of competitors. Here’s why the AI pricing model just collapsed.

#ai-models#coding-agents#m2.5...

coding models

Qwen3 Coder Next: The Sub-60GB Model That Makes Cloud APIs Look Overpriced

Qwen3 Coder Next delivers 70.6% SWE-Bench performance with only 3B active parameters, running comfortably under 60GB and finally making local AI coding assistants genuinely usable for interactive development.

#coding models#llama.cpp#local AI...

benchmark-controversy

IQuest-Coder-V1’s 81% SWE-Bench Claim: A 40B Model That Punches Above Its Weight, or Just Benchmark Boxing?

A new 40B-parameter dense coding model claims state-of-the-art results on SWE-Bench and LiveCodeBench, reigniting debates about benchmark validity and open-source AI competitiveness.

#benchmark-controversy#coding-llms#model-evaluation...