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Best for general use
Highest MMLU score among models that run well
- Qwen3.5 9B Q8_0 100K context · ~36 tok/s · MMLU 82.5
- Qwen 2.5 14B Q4_K_M 16K context · ~36 tok/s · MMLU 79.9
- Qwen3.5 4B Q8_0 252K context · ~70 tok/s · MMLU 79.1
Best for coding
Highest SWE-bench Verified score among models that run well
- K2-Horizon 7B Q8_0 22K context · ~36 tok/s · SWE-bench 70.6
- Ornith 1.5 9B Q8_0 93K context · ~36 tok/s · SWE-bench 70.6
- MiMo V2.6 Distill Qwen 9B Q8_0 100K context · ~36 tok/s · SWE-bench 61.1
Upgrade options
The cheapest GPUs with more VRAM than the RTX 3060, by launch MSRP.
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Every model on the RTX 3060
72 of 200 model configurations can run on 12 GB — sorted by quality
100 models, each counted once by the best way it runs on your hardware.
Largest that runs well StarCoder2 15B 15.6B params · Q4_K_M · 16K context Fastest good-quality model Phi-3 Mini 3.8B ~106 tok/s · Q4_K_M · 26K context Runs well 37
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Doesn't fit 60
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Q4_K_M Needs 409.3 GB — 397.3 GB over
Q8_0 Needs 713.4 GB — 701.4 GB over
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Q4_K_M Needs 48.4 GB — 36.4 GB over
Q8_0 Needs 84.8 GB — 72.8 GB over
GPUs that can run this
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Q4_K_M Needs 630.1 GB — 618.1 GB over
Q8_0 Needs 1090.1 GB — 1078.1 GB over