Hardware /
AMD Radeon RX 6950 XT
5measured results
6.2best gen tok/s*
16 GBreported memory
*Headline excludes tiny/test models (under 0.6B params or TinyStories-style). Open in rig checker →
llama.cpp
| Model | Quant | Gen tok/s | Prompt tok/s | Source | Context tested | Build | |
|---|---|---|---|---|---|---|---|
| Meta Llama 3.1 8B Instruct | Q4_K - Medium | 6.2 | 1,031 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| Meta Llama 3.1 8B Instruct | Q4_K - Medium | 6.1 | 1,017 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| DeepSeek R1 0528 Qwen3 8B | Q8_0 | 5.2 | 1,122 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| Qwen2.5 14B Instruct | Q4_K - Medium | 3.3 | 550 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
| Qwen2.5 14B Instruct | Q4_K - Medium | 3.3 | 549 | LocalScore ↗ | 512+128 | llamafile 0.9.3 | Details → |
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.