BENCHMARK

llama.cpp pp512

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

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DISCIPLINE: LLMTOOL: llama_benchFIELD: pp512UNIT: tok/sDIRECTION:HIGHER IS BETTERMODE: AC + BATTERYBPR ELIGIBLE

What this measures

llama.cpp pp512 measures LLM inference performance via llama_bench. 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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