Benchmark result
Muse-Glimmer-30B-4bit on Apple M5 Max — 30.7 tok/s
Measured with oMLX 0.6.0.dev1 on August 13, 2026.
LLM / Model
LLM Quality Assessment
The plan is logically structured and stays within the 4-step constraint, with appropriate use of search_web and execute_code and a sensible backup strategy. It correctly excludes send_email, though step 4 is somewhat redundant and could be more explicitly tied to the final report assembly. Overall, a strong and coherent plan with good tool choices and reasonable failure mitigation.
A mostly functional single-file Breakout game with canvas rendering, scoring, lives, restart, and basic mouse/touch/keyboard support, but it misses several spec details and has some collision and layout inaccuracies that reduce fidelity and robustness.
A vivid, emotionally credible response that captures Aldwyn's guarded grief and mercenary caution well. The atmosphere, bodily reaction, and final commitment are especially effective, though the trust-building could be stretched slightly to better satisfy the required pacing.
Strong, well-structured response with clear task-specific comparisons and practical recommendations. However, the scaling claims are somewhat overstated relative to the sparse data, and the extrapolation is weak because it relies on an unvalidated log assumption and a ceiling effect. The recommendations are actionable, but the methodological grounding is limited by unknown benchmark variance and uncertain parameter estimates.
GPU Acceleration
Performance Metrics
Context Information
Throughput
CPU & Memory
Operating System
Submission Details
8/13/2026, 5:00:27 PM
v0.4.36+97
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