run log Gemma 4 12B Unified read pieces, but did not close the work Gemma 4 12B Unified was added as a local LM Studio run on the Mac mini M4. It found parts of the paperwork, but the final result was harsh: 10% Practical Score, 0/5 resolved generated-image cases, workflow loops, and no parseable City Plan SVG.
run log MiniMax M3 Free leads the paperwork benchmark, with one ugly SVG caveat MiniMax M3 Free is the top Practical Score on Local Model Bench: 8/9 resolved and 88.9% across the current paperwork suite. That does not make it a universal agent winner. It is a provider-routed benchmark result, and it still produced no parseable City Plan SVG after a 600 second timeout.
run log New model candidates, same paperwork problem Three newer candidates were added to Local Model Bench. The useful signal was not that every model failed. It was where they failed: proof codes, evidence paths, workflow closure, and provider constraints that should not be confused with model capability.
