Hardware /

RTX A2000

5measured results
117best gen tok/s*
6 GBreported memory

*Headline excludes tiny/test models (under 0.6B params or TinyStories-style). Open in rig checker →

llama.cpp

ModelQuantGen tok/sPrompt tok/sSourceContext testedBuild
Llama 3.2 1B InstructQ4_K - Medium1173,811LocalScore ↗512+128llamafile 0.9.3Details →
Qwen3 Mini MoeQ4_K - Medium85.15,172LocalScore ↗512+128llamafile 0.9.3Details →
Llama 2 7BQ4_045.71,362llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @b1afcab — coopmat2Details →
Llama 2 7BQ4_045.51,245llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @b1afcab — coopmat2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium28.7758LocalScore ↗512+128llamafile 0.9.3Details →

Ollama

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MLX

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Includes results from LocalScore, a Mozilla Builders project by cjpais, mirrored in the cn0303/local-llm-speed-benchmarks dataset. LocalScore runs use llamafile, which is built on llama.cpp.