Hardware /

RTX 4070 Ti

22measured results
309best gen tok/s*
12 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 - Medium30915,156LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium20015,093LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium19914,206LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium18914,676LocalScore ↗512+128llamafile 0.9.2Details →
Llama 2 7BQ4_01145,515llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @516a4ca — coopmat2Details →
Llama 2 7BQ4_01114,981llama.cpp (Vulkan) ↗512+128llama.cpp Vulkan @516a4ca — coopmat2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium77.24,006LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium69.13,985LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium68.03,916LocalScore ↗512+128llamafile 0.9.2Details →
codellama_codellama-7b-instruct-hfQ5_K - Medium63.03,625LocalScore ↗512+128llamafile 0.9.3Details →
Llama 3.2 1B InstructQ4_K - Medium55.08,761LocalScore ↗512+128llamafile 0.9.2Details →
Ministral 8B Instruct 2410 TESTQ6_K54.23,200LocalScore ↗512+128llamafile 0.9.3Details →
Cogito v1 Preview Llama 8BQ8_045.23,730LocalScore ↗512+128llamafile 0.9.3Details →
gemma-3-12b-it-codeforces-SFTQ4_K - Medium43.62,759LocalScore ↗512+128llamafile 0.9.3Details →
Qwen2.5 14B InstructQ4_K - Medium41.82,174LocalScore ↗512+128llamafile 0.9.2Details →
Llama 3.2 1B InstructQ4_K - Medium41.49,013LocalScore ↗512+128llamafile 0.9.2Details →
Granite 3.3 8b InstructQ8_040.43,211LocalScore ↗512+128llamafile 0.9.3Details →
Local_Pretrained_ModelQ4_K - Medium39.61,995LocalScore ↗512+128llamafile 0.9.3Details →
Qwen2.5 14B InstructQ4_K - Medium39.42,224LocalScore ↗512+128llamafile 0.9.2Details →
Qwen2.5 14B InstructQ4_K - Medium38.82,212LocalScore ↗512+128llamafile 0.9.2Details →
Meta Llama 3.1 8B InstructQ4_K - Medium25.72,862LocalScore ↗512+128llamafile 0.9.2Details →
Mistral Nemo 2407 12B Thinking Claude Gemini GPT5.2 Uncensored HERETICQ6_K13.61,537LocalScore ↗4,352llamafile 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.