Didactopus/examples/model-benchmark/model_benchmark.md

Didactopus Local Model Benchmark

• Provider: stub
• Hardware profile: pi-minimal
• Primary concept: Independent Reasoning and Careful Comparison
• Secondary concept: Thermodynamics and Entropy
• Overall adequacy: borderline (0.667)
• Recommended use: Use with caution; responses should stay in review.

Role Results

• mentor via local-demo: borderline (0.65), latency 0.027 ms Notes: Did not ask a focused learner question.
• practice via local-demo: adequate (1.0), latency 0.004 ms
• evaluator via local-demo: inadequate (0.35), latency 0.003 ms Notes: Did not acknowledge learner strengths.; Did not provide a concrete next step.