Hardware /

RTX 3070

31measured results
263best gen tok/s*
8 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 - Medium2638,943LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium2608,801LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium2588,807LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium2588,757LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium2578,758LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium2548,609LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium2357,901LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium2188,237LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium2168,295LocalScore ↗512+128llamafile 0.9.3Details →
Llama 3.2 1B InstructQ4_K - Medium2048,600LocalScore ↗512+128llamafile 0.9.3Details →
Llama 3.2 1B InstructQ4_K - Medium1808,826LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium1526,752LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium1345,936LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium1295,750LocalScore ↗512+128llamafile 0.9.2Details →
Qwen3 0.6BQ8_01048,538LocalScore ↗512+128llamafile 0.9.3Details →
Qwen3 1.7BQ8_090.15,964LocalScore ↗512+128llamafile 0.9.3Details →
Llama 2 7BQ4_078.72,113llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @1b8fb81Details →
Meta Llama 3.1 8B InstructQ4_K - Medium66.12,204LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium65.92,150LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium64.71,468LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium63.42,184LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium62.72,198LocalScore ↗512+128llamafile 0.9.3Details →
Meta Llama 3.1 8B InstructQ4_K - Medium60.52,160LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium60.32,145LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium59.71,745LocalScore ↗512+128llamafile 0.9.3Details →
DeepSeek R1 Distill Llama 8BQ6_K52.82,027LocalScore ↗512+128llamafile 0.9.2Details →
DeepSeek R1 Distill Llama 8BQ6_K52.82,039LocalScore ↗512+128llamafile 0.9.2Details →
Llama3.3 8B Instruct Thinking Heretic Uncensored Claude 4.5 Opus High ReasoningQ6_K36.51,393LocalScore ↗512+128llamafile 0.9.3Details →
Meta Llama 3.1 8B InstructQ4_K - Medium36.41,821LocalScore ↗512+128llamafile 0.9.2Details →
Qwen2.5 14B InstructQ4_K - Medium6.2420LocalScore ↗512+128llamafile 0.9.3Details →
Qwen2.5 14B InstructQ4_K - Medium5.1376LocalScore ↗512+128llamafile 0.9.2Details →

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.