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Community-driven benchmark suite for MLX inference engines on Apple Silicon
15 starsPython
mlx-chronos - benchmark MLX inference engines on Apple Silicon
by igurss·Jun 25, 2026·2 points·0 comments
AI Analysis
●●SolidNiche GemBig Brain
Standardized MLX benchmarking when everyone's currently comparing engines manually.
Strengths
- •Sealed JSON results enable reproducible cross-Mac comparisons without cherry-picking
- •Thermal state tracking captures heat throttling that other benchmarks ignore
- •Supports four different MLX engines with consistent measurement protocol
Weaknesses
- •Apple Silicon only excludes the majority of ML deployment targets
- •Tool calling benchmarks marked as planned but not yet implemented
Category
Target Audience
Apple Silicon ML developers comparing inference engines
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MLPerf · lm-eval-harness · Perplexity Benchmarks
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