Hardware /

RTX 2060 SUPER

4measured results
195best 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 - Medium1955,553LocalScore ↗512+128llamafile 0.9.2Details →
Llama 2 7BQ4_061.11,564llama.cpp (CUDA) ↗512+128llama.cpp CUDA @5c0eb5eDetails →
Llama 2 7BQ4_060.01,420llama.cpp (CUDA) ↗512+128llama.cpp CUDA @5c0eb5eDetails →
Meta Llama 3.1 8B InstructQ4_K - Medium51.31,223LocalScore ↗512+128llamafile 0.9.2Details →

Ollama

No measured Ollama results yet. Submit yours →

MLX

No measured MLX results yet. Submit yours →

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.