Largest models with a runnable quantization

Frontier-scale open-weight models whose smallest quantization still lands within reach of a high-end workstation or a large unified-memory machine.

From the file· live filter over real dataFrom the file· 40 models

How this is ranked

Ranked by parameter count among models whose smallest published quantization is under 100 GiB — the practical ceiling for a single machine today.

Largest models with a runnable quantization

#ModelParamsSmallest quantParameters
1MiniMax-M3MoE427B84.31 GiB427B
2Hermes-4-405B406B81.23 GiB406B
3Hermes-3-Llama-3.1-405B406B87.08 GiB406B
4Qwen3.5-397B-A17BMoE403B82.64 GiB403B
5Llama-4-Maverick-17B-128E-InstructMoE402B92.59 GiB402B
6Trinity-Large-ThinkingMoE399B75.64 GiB399B
7Trinity-Large-PreviewMoE399B76.06 GiB399B
8Trinity-Large-TrueBaseMoE399B73.49 GiB399B
9Ornith-1.0-397BMoE397B76.16 GiB397B
10Nex-N2-ProMoE397B76.16 GiB397B
11Qwen3-Coder-REAP-363B-A35BMoE363B94.37 GiB363B
12GLM-4.7MoE358B71.50 GiB358B
13GLM-4.5MoE358B71.81 GiB358B
14GLM-4.6MoE357B71.07 GiB357B
15GLM-4.6-Derestricted-v3MoE357B71.07 GiB357B
16MiMo-V2.5MoE311B60.09 GiB311B
17MiMo-V2-FlashMoE310B58.20 GiB310B
18DeepSeek-V4-Flash-0731MoE304B76.87 GiB304B
19ERNIE-4.5-300B-A47B-PT300B71.48 GiB300B
20Hy3MoE299B59.65 GiB299B
21DeepSeek-V4-FlashMoE291B76.87 GiB291B
22DeepSeek-V4-Flash-Q8_0-GGUF284B96.19 GiB284B
23grok-2MoE270B57.16 GiB270B
24GLM-4.6-REAP-268B-A32BMoE269B60.36 GiB269B
25Qwen3.5-REAP-262B-A17BMoE262B64.50 GiB262B
26Solar-Open2-250BMoE250B52.67 GiB250B
27DeepSeek-V2.5MoE236B44.14 GiB236B
28DeepSeek-Coder-V2-Instruct-0724MoE236B44.14 GiB236B
29DeepSeek-Coder-V2-InstructMoE236B44.14 GiB236B
30Qwen3-VL-235B-A22B-InstructMoE236B50.67 GiB236B
31Qwen3-VL-235B-A22B-ThinkingMoE236B50.83 GiB236B
32Qwen3-235B-A22BMoE235B79.81 GiB235B
33Qwen3-235B-A22B-Instruct-2507MoE235B49.57 GiB235B
34Qwen3-235B-A22B-Thinking-2507MoE235B49.57 GiB235B
35Qwen3-235B-A22B-abliteratedMoE235B44.66 GiB235B
36MiniMax-M2.7MoE229B43.47 GiB229B
37MiniMax-M2.5MoE229B43.32 GiB229B
38MiniMax-M2MoE229B43.78 GiB229B
39MiniMax-M2.1MoE229B43.32 GiB229B
40MiniMax-M2.7-BF16-ultra-uncensored-hereticMoE229B43.32 GiB229B
Spec sheetFrom the fileSpec sheetwhat these mean