BENCHMARK

MLX-LM tg128

LLM · mlx_lm · tok/s. Higher is better. Run on AC and battery.

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DISCIPLINE: LLMTOOL: mlx_lmFIELD: tg128UNIT: tok/sDIRECTION:↑HIGHER IS BETTERMODE: AC + BATTERYBPR ELIGIBLE

What this measures

MLX-LM tg128 measures LLM inference performance via mlx_lm. Higher scores indicate better LLM inference throughput. We run this benchmark twice per device: once on AC and once unplugged. The BPR ratio (battery ÷ AC) appears in the rightmost column. This test contributes to the device's BPR score.

Read the full methodology for tool versions, run order, and exclusion rules.

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How we test

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