AI Compatibility Tier List
NVIDIA V100 32GB
374 AI models ranked by how well they run on your 32 GB VRAM hardware. Best match: Qwen3-Coder 30B A3B Instruct (score: 100).
374
Models tested
309
Can run
32 GB
VRAM
91
Best tok/s
Tier Distribution
S 27
A 58
B 40
C 184
F 65
S: 27A: 58B: 40C: 184F: 65
S
S Tier -- Perfect Fit (27 models)
These models run flawlessly with headroom to spare.
Qwen3-Coder 30B A3B Instruct30.5B24.2 GB91 tok/s102K ctx
moe
Qwen3-VL 30B A3B Instruct30B23.9 GB94 tok/s105K ctx
moe
Qwen 3 30B A3B30.5B24.2 GB91 tok/s102K ctx
moe
Qwen 3.5 27B27B23.7 GB40 tok/s58K ctx
dense
Qwen 3.6 35B A3B35B29.6 GB77 tok/s26K ctx
moe
Magistral Small 250724B21.2 GB44 tok/s87K ctx
dense
Qwen 3.5 35B A3B35B26.9 GB83 tok/s72K ctx
moe
Devstral Small 2 24B Instruct24B21.2 GB44 tok/s87K ctx
dense
Qwen 3.6 27B27B21.5 GB27 tok/s187K ctx
dense
Nemotron Cascade 2 30B A3B30B25.3 GB93 tok/s52K ctx
moe
Nemotron 3 Nano 30B30B24.8 GB35 tok/s63K ctx
dense
GPT-OSS 20B21B19.4 GB116 tok/s99K ctx
moe
Devstral Small 1.124B21.2 GB44 tok/s87K ctx
dense
Qwen 3 14B14B15.1 GB76 tok/s127K ctx
dense
Gemma 4 26B A4B25.2B23.1 GB98 tok/s55K ctx
moe
Phi-4-reasoning-plus 14B14.7B16.1 GB72 tok/s33K ctx
dense
Qwen 3 32B32B27.5 GB34 tok/s34K ctx
dense
Qwen 3.5 9B9B11.8 GB118 tok/s131K ctx
dense
Qwen 3 8B8B11.2 GB112 tok/s131K ctx
dense
Mistral Small 3.2 24B24B21.2 GB44 tok/s87K ctx
vision
Codestral 2 25.0822B20.0 GB43 tok/s95K ctx
dense
LFM2 24B24B21.2 GB44 tok/s87K ctx
dense
Ministral 3 14B14B15.1 GB76 tok/s127K ctx
multimodal
Qwen 3.5 4B4B8.7 GB56 tok/s131K ctx
dense
Mistral Small 24B24B21.2 GB44 tok/s33K ctx
dense
EXAONE 4.0 32B32B27.5 GB33 tok/s34K ctx
dense
CogVLM2 19B19B18.1 GB56 tok/s8K ctx
dense
A
A Tier -- Great Fit (58 models)
Excellent performance with comfortable memory margins.
Mistral Small 3.1 24B24B21.2 GB44 tok/s87K ctx
dense
Nemotron Nano 8B8B10.9 GB112 tok/s131K ctx
dense
Qwen 2.5 32B32B27.5 GB33 tok/s34K ctx
dense
Phi-4 14B14B15.7 GB76 tok/s16K ctx
dense
Granite 4.1 30B30B26.3 GB35 tok/s39K ctx
dense
OLMo 2 32B32B27.5 GB33 tok/s4K ctx
dense
Granite Code 20B20B19.5 GB53 tok/s8K ctx
dense
Qwen 2.5 14B14B15.6 GB76 tok/s106K ctx
dense
Phi-4 Mini Reasoning 4B3.8B7.9 GB53 tok/s131K ctx
dense
Gemma 3 27B27B31.8 GB27 tok/s16K ctx
dense
DeepSeek Coder V2 16B16B17.2 GB147 tok/s88K ctx
moe
InternVL2 8B8B10.9 GB112 tok/s8K ctx
dense
CodeLlama 13B Instruct13B24.2 GB76 tok/s16K ctx
dense
Gemma 3 12B12B16.3 GB60 tok/s67K ctx
dense
Ministral 3 8B8B11.2 GB112 tok/s168K ctx
multimodal
MiniCPM-V 2.6 8B8B10.9 GB112 tok/s2K ctx
dense
LLaVA 1.6 13B13B24.2 GB76 tok/s4K ctx
dense
Nemotron Nano 9B v29B12.0 GB118 tok/s131K ctx
dense
SQLCoder 7B7B10.3 GB98 tok/s8K ctx
dense
Qwen 2.5 Coder 32B32B27.5 GB33 tok/s34K ctx
dense
OLMo 2 13B13B14.5 GB82 tok/s33K ctx
dense
Qwen 2.5 VL 7B7B9.2 GB98 tok/s33K ctx
dense
Qwen 3 4B4B8.7 GB56 tok/s33K ctx
dense
StarCoder 15B15B29.5 GB57 tok/s8K ctx
dense
Granite Code 34B34B28.5 GB32 tok/s8K ctx
dense
Nous Hermes 1.09B21.8 GB110 tok/s16K ctx
dense
WizardLM 13B13B24.2 GB76 tok/s8K ctx
dense
Vicuna 13B13B24.2 GB76 tok/s4K ctx
dense
Command R 35B35B27.9 GB31 tok/s43K ctx
dense
Magistral 7B7B10.3 GB98 tok/s8K ctx
dense
CodeGeeX 4 9B9B10.2 GB120 tok/s131K ctx
dense
Nous Dolphin 13B13B25.7 GB66 tok/s16K ctx
dense
DeepSeek R1 Distill 14B14B15.6 GB76 tok/s33K ctx
dense
Gemma 4 E4B8B10.3 GB92 tok/s128K ctx
dense
CodeLlama 7B Instruct7B16.2 GB98 tok/s16K ctx
dense
DeepSeek R1 Distill 32B32B27.5 GB33 tok/s33K ctx
dense
Jina Embeddings v30.57B7.2 GB8 tok/s8K ctx
dense
StarCoder 7B7B15.7 GB98 tok/s8K ctx
dense
Gemma 4 31B30.7B37.5 GB15 tok/s10K ctx
dense
Pixtral 12B12B13.9 GB89 tok/s131K ctx
dense
BGE M30.57B6.4 GB8 tok/s8K ctx
dense
Granite Code 8B8B10.9 GB112 tok/s8K ctx
dense
Qwen 2.5 7B7B9.2 GB98 tok/s131K ctx
dense
DevStral 7B7B10.3 GB98 tok/s8K ctx
dense
Granite 4.1 8B8B11.4 GB112 tok/s131K ctx
dense
InternLM 7B7B16.2 GB98 tok/s8K ctx
dense
InternLM Chat 7B7B16.2 GB98 tok/s8K ctx
dense
Codestral Mamba 7B7B8.9 GB98 tok/s262K ctx
state-space
Baichuan 13B13B25.7 GB66 tok/s8K ctx
dense
Cerebras-GPT 13B13B23.2 GB66 tok/s30K ctx
dense
mxbai Embed Large0.34B6.3 GB5 tok/s1K ctx
dense
LLaVA 1.5 7B7B16.2 GB98 tok/s4K ctx
dense
Kimi Linear 48B A3B48B34.3 GB16 tok/s4K ctx
linear
Qwen 2.5 Coder 3B3B8.1 GB42 tok/s131K ctx
dense
Llama 3.1 8B8B10.9 GB112 tok/s128K ctx
dense
GLM-4 9B9B10.2 GB120 tok/s128K ctx
dense
Snowflake Arctic Embed L0.34B6.3 GB5 tok/s1K ctx
dense
Solar 7B7B11.3 GB98 tok/s8K ctx
dense
B
B Tier -- Good Fit (40 models)
Solid performance, may need quantization or reduced context.
Gemma 2 27B27B31.8 GB27 tok/s8K ctx
dense
WizardMath 7B7B10.3 GB98 tok/s4K ctx
dense
OLMo 2 7B7B10.3 GB98 tok/s4K ctx
dense
Gemma 4 E2B5.1B7.7 GB71 tok/s128K ctx
dense
MPT-7B-Instruct7B16.2 GB98 tok/s8K ctx
dense
Baichuan 7B7B16.2 GB98 tok/s8K ctx
dense
BGE Large EN v1.50.34B6.3 GB5 tok/s1K ctx
dense
Qwen 2.5 Coder 7B7B9.2 GB98 tok/s131K ctx
dense
Gemma 3 4B4B8.6 GB56 tok/s128K ctx
dense
Ministral 3 3B3B6.7 GB42 tok/s262K ctx
multimodal
Phi 4 Mini 4B4B8.0 GB56 tok/s128K ctx
dense
Nomic Embed Text v1.50.14B4.9 GB2 tok/s8K ctx
dense
Qwen 2.5 Coder 14B14B15.6 GB76 tok/s106K ctx
dense
Gemma 2 9B9B14.7 GB80 tok/s8K ctx
dense
DeepSeek R1 Distill 8B8B10.9 GB112 tok/s33K ctx
dense
Phi 3 Mini 3.8B3.8B12.3 GB53 tok/s70K ctx
dense
DeepSeek R1 Distill 7B7B9.2 GB98 tok/s33K ctx
dense
Qwen 3.5 2B2B7.0 GB28 tok/s131K ctx
dense
Samantha 7B7B10.3 GB98 tok/s4K ctx
dense
Llama 3.2 11B Vision11B12.8 GB97 tok/s16K ctx
vision
Phi 3.5 Mini 4B4B12.4 GB56 tok/s70K ctx
dense
Falcon 7B Instruct7B8.5 GB98 tok/s8K ctx
dense
Qwen 2.5 3B3B8.1 GB42 tok/s131K ctx
dense
Mistral Nemo 12B12B13.9 GB89 tok/s128K ctx
dense
Codestral 22B22B20.0 GB46 tok/s33K ctx
dense
Yi 1.5 34B34B28.5 GB32 tok/s4K ctx
dense
Phi 3 Medium 14B14B15.7 GB76 tok/s102K ctx
dense
Qwen 3 1.7B1.7B6.8 GB24 tok/s33K ctx
dense
Yi Coder 9B9B11.1 GB119 tok/s131K ctx
dense
Granite 4.1 3B3B7.2 GB42 tok/s131K ctx
dense
Granite Code 3B3B8.4 GB42 tok/s8K ctx
dense
Mistral 7B Instruct v0.37B10.3 GB98 tok/s8K ctx
dense
All MiniLM L6 v20.02B4.4 GB2 tok/s0K ctx
dense
Qwen 2.5 Coder 1.5B1.5B5.4 GB21 tok/s33K ctx
dense
Falcon 40B Instruct40B34.7 GB17 tok/s4K ctx
dense
Aya Expanse 32B32B26.1 GB34 tok/s8K ctx
dense
Ministral 8B8B11.2 GB112 tok/s131K ctx
dense
Llama 3.2 3B3B7.6 GB42 tok/s128K ctx
dense
Mixtral 8x7B47B34.7 GB32 tok/s4K ctx
moe
StableLM 2 12B12B24.9 GB59 tok/s4K ctx
dense
C
C Tier -- Tight Fit (184 models)
Runs with offloading or significant compromises.
Qwen3.5 27B27B23.7 GB37 tok/s58K ctx
dense
gemma 3 27b it27B23.7 GB37 tok/s58K ctx
dense
gemma 3 27b it
C5427B23.7 GB37 tok/s58K ctx
dense
Mistral Small 3.2 24B Instruct 250624B21.6 GB41 tok/s75K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
C5424B21.6 GB41 tok/s75K ctx
dense
Mistral Small 24B Instruct 2501
C5424B21.6 GB41 tok/s75K ctx
dense
Granite 3.1 8B8B10.9 GB112 tok/s128K ctx
state-space
mistral small 3.1 24b instruct 2503 hf
C5424B21.6 GB41 tok/s75K ctx
dense
Yi 1.5 9B9B11.1 GB119 tok/s4K ctx
dense
cognitivecomputations Dolphin3.0 R1 Mistral 24B
C5424B21.6 GB41 tok/s75K ctx
dense
Dolphin Mistral GLM 4.7 Flash 24B Venice Edition Thinking Uncensored i1
C5424B21.6 GB41 tok/s75K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
C5324B21.6 GB41 tok/s75K ctx
dense
Vicuna 7B7B16.2 GB98 tok/s4K ctx
dense
Codestral 22B v0.1
C5322B20.1 GB45 tok/s90K ctx
dense
Codestral 22B v0.1
C5322B20.1 GB45 tok/s90K ctx
dense
Codestral 22B v0.1
C5322B20.1 GB45 tok/s90K ctx
dense
StarCoder2 15B15B16.1 GB62 tok/s16K ctx
dense
Codestral 22B v0.1 IMat
C5322B20.1 GB45 tok/s90K ctx
dense
Codestral 22B v0.1 i1
C5222B20.1 GB45 tok/s90K ctx
dense
SmolLM3 3B3B7.9 GB42 tok/s128K ctx
dense
Qwen 2.5 Math 7B7B9.2 GB98 tok/s4K ctx
dense
Codestral 21B Pruned i1
C5221B19.4 GB47 tok/s98K ctx
dense
internlm2 5 20b chat
C5220B18.6 GB49 tok/s107K ctx
dense
Yi 34B Chat34B28.5 GB32 tok/s31K ctx
dense
internlm2 limarp chat 20b
C5220B18.6 GB49 tok/s107K ctx
dense
internlm2 math plus 20b i1
C5220B18.6 GB49 tok/s107K ctx
dense
Codestral RAG 19B Pruned i1
C5119B17.9 GB52 tok/s117K ctx
dense
DeepSeek R1 1.5B1.5B5.4 GB21 tok/s33K ctx
dense
TinyLlama 1.1B1.1B5.1 GB15 tok/s4K ctx
dense
Phi 4 reasoning vision 15B
C5115B15.0 GB66 tok/s171K ctx
dense
OpenChat 7B7B10.3 GB98 tok/s8K ctx
dense
StarCoder2 15B
C5115B15.0 GB66 tok/s171K ctx
dense
DeepSeek R1 Distill Qwen 14B14B14.3 GB71 tok/s189K ctx
dense
DeepSeek LLM 7B7B15.7 GB98 tok/s4K ctx
dense
Aya Expanse 8B8B10.9 GB112 tok/s8K ctx
dense
starcoder2 15b instruct v0.1
C5115B15.0 GB66 tok/s171K ctx
dense
starcoder2 15b i1
C5115B15.0 GB66 tok/s171K ctx
dense
NousResearch Hermes 4 14B
C5114B14.3 GB71 tok/s189K ctx
dense
starcoder2 15b instruct v0.1
C5015B15.0 GB66 tok/s171K ctx
dense
Qwen3.5 35B A3B35B29.6 GB28 tok/s26K ctx
dense
HelpingAI 15B i1
C5015B15.0 GB66 tok/s171K ctx
dense
GGUF SOLARized GraniStral 14B 2102 YeAM HCT 32QKV
C5014B14.3 GB71 tok/s189K ctx
dense
Qwen3.5 35B A3B
C5035B29.6 GB28 tok/s26K ctx
dense
internlm JanusCoder 14B
C5014B14.3 GB71 tok/s189K ctx
dense
gemma 3 12b it
C5012B12.8 GB82 tok/s234K ctx
dense
GGUF SOLARized GraniStral 14B 1902 YeAM HCT
C5014B14.3 GB71 tok/s189K ctx
dense
EXAONE 4.0 32B
C5032B27.4 GB31 tok/s36K ctx
dense
aya expanse 32b heretic MPOA i1
C5032B27.4 GB31 tok/s36K ctx
dense
Baichuan M2 32B Q4 K M
C5032B27.4 GB31 tok/s36K ctx
dense
baichuan inc Baichuan M2 32B
C5032B27.4 GB31 tok/s36K ctx
dense
Dolphin 2.9 8B8B10.9 GB112 tok/s33K ctx
dense
Hermes 4.3 36B
C5036B30.3 GB28 tok/s23K ctx
dense
SOLAR 10.7B Instruct v1.0 uncensored
C5010.7B11.9 GB92 tok/s273K ctx
dense
Nous Hermes 2 SOLAR 10.7B
C5010.7B11.9 GB92 tok/s273K ctx
dense
OpenHermes 2.5 7B7B10.3 GB98 tok/s8K ctx
dense
solar finalised finetuned Model 10.7B i1
C4910.7B11.9 GB92 tok/s273K ctx
dense
SOLAR 10.7B v1.0
C4910.7B11.9 GB92 tok/s273K ctx
dense
Qwen3.5 9B9B10.6 GB110 tok/s340K ctx
dense
Zephyr 7B Beta7B10.3 GB98 tok/s33K ctx
dense
Qwen3.5 9B Uncensored HauhauCS Aggressive
C499B10.6 GB110 tok/s340K ctx
dense
Qwen3.5 9B
C499B10.6 GB110 tok/s340K ctx
dense
Starling LM 7B7B10.3 GB98 tok/s8K ctx
dense
Yi Coder 9B Chat
C499B10.6 GB110 tok/s340K ctx
dense
Helply 10.2b chat i1
C4910.2B11.5 GB97 tok/s290K ctx
dense
glm 4 9b chat 1m
C499B10.6 GB110 tok/s340K ctx
dense
HelpingAI2.5 10B i1
C4910B11.4 GB99 tok/s298K ctx
dense
Qwen 2.5 1.5B1.5B5.4 GB21 tok/s131K ctx
dense
Yi 1.5 9B Chat
C499B10.6 GB110 tok/s340K ctx
dense
Meta Llama 3.1 8B Instruct
C498B9.9 GB112 tok/s393K ctx
dense
llava llama 3 8b v1 1
C498B9.9 GB112 tok/s393K ctx
dense
DeepSeek R1 0528 Qwen3 8B8B9.9 GB112 tok/s393K ctx
dense
Meta Llama 3 8B Instruct
C498B9.9 GB112 tok/s393K ctx
dense
DeepSeek R1 Distill Llama 8B8B9.9 GB112 tok/s393K ctx
dense
Dolphin3.0 Llama3.1 8B
C498B9.9 GB112 tok/s393K ctx
dense
Llama 3 8B Instruct 32k v0.1
C498B9.9 GB112 tok/s393K ctx
dense
Meta Llama 3.1 8B Instruct
C498B9.9 GB112 tok/s393K ctx
dense
vntl llama3 8b v2
C498B9.9 GB112 tok/s393K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C498B9.9 GB112 tok/s393K ctx
dense
Yi 9B Coder i1
C499B10.6 GB110 tok/s340K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C498B9.9 GB112 tok/s393K ctx
dense
HelpingAI2 9B
C499B10.6 GB110 tok/s340K ctx
dense
Qwen3 8B DeepSeek v3.2 Speciale Distill
C498B9.9 GB112 tok/s393K ctx
dense
Hermes 3 Llama 3.1 8B
C498B9.9 GB112 tok/s393K ctx
dense
HelpingAI2 9B i1
C489B10.6 GB110 tok/s340K ctx
dense
HelpingAI 9B 200k i1
C489B10.6 GB110 tok/s340K ctx
dense
Hermes 2 Pro Llama 3 8B
C488B9.9 GB112 tok/s393K ctx
dense
HelpingAI 9B i1
C489B10.6 GB110 tok/s340K ctx
dense
Dolphin3.0 Llama3.1 8B
C488B9.9 GB112 tok/s393K ctx
dense
granite 8b code instruct 4k
C488B9.9 GB112 tok/s393K ctx
dense
dolphin 2.9.4 llama3.1 8b
C488B9.9 GB112 tok/s393K ctx
dense
Llama 2 7B Chat
C487B9.2 GB98 tok/s461K ctx
dense
openchat 3.6 8b 20240522 IMat
C488B9.9 GB112 tok/s393K ctx
dense
Mistral 7B Instruct v0.2
C487B9.2 GB98 tok/s461K ctx
dense
aya expanse 8b
C488B9.9 GB112 tok/s393K ctx
dense
dolphin v2 8b abliterated i1
C488B9.9 GB112 tok/s393K ctx
dense
Mistral 7B Instruct v0.3
C487B9.2 GB98 tok/s461K ctx
dense
EXAONE 3.5 7.8B Instruct
C487.8B9.8 GB109 tok/s405K ctx
dense
aya expanse 8b orthogonal heretic i1
C488B9.9 GB112 tok/s393K ctx
dense
EXAONE 3.5 7.8B Instruct
C487.8B9.8 GB109 tok/s405K ctx
dense
EXAONE 3.5 7.8B Instruct i1
C487.8B9.8 GB109 tok/s405K ctx
dense
exaone 3.0 7.8b it
C487.8B9.8 GB109 tok/s405K ctx
dense
aya expanse 8b orthogonal heretic
C488B9.9 GB112 tok/s393K ctx
dense
InternLM 20B20B36.8 GB29 tok/s8K ctx
dense
Mistral 7B Instruct v0.3
C487B9.2 GB98 tok/s461K ctx
dense
Neural Chat 7B7B10.3 GB98 tok/s8K ctx
dense
Hermes 2 Pro Mistral 7B
C487B9.2 GB98 tok/s461K ctx
dense
internlm2 5 1 8b chat i1
C488B9.9 GB112 tok/s393K ctx
dense
internlm3 8b instruct abliterated i1
C488B9.9 GB112 tok/s393K ctx
dense
zephyr 7B beta
C487B9.2 GB98 tok/s461K ctx
dense
Nous Hermes 2 Mistral 7B DPO
C487B9.2 GB98 tok/s461K ctx
dense
Falcon H1R 7B
C487B9.2 GB98 tok/s461K ctx
dense
falcon mamba 7b instruct Q4 K M
C487B9.2 GB98 tok/s461K ctx
dense
zephyr 7B alpha
C487B9.2 GB98 tok/s461K ctx
dense
speechless zephyr code functionary 7b
C487B9.2 GB98 tok/s461K ctx
dense
StarCoder2 7B
C487B9.2 GB98 tok/s461K ctx
dense
japanese stablelm instruct gamma 7B
C487B9.2 GB98 tok/s461K ctx
dense
Falcon H1 7B Instruct
C487B9.2 GB98 tok/s461K ctx
dense
Falcon H1R 7B7B9.2 GB98 tok/s461K ctx
dense
Mamba Codestral 7B v0.1
C487B9.2 GB98 tok/s461K ctx
dense
stabilityai japanese stablelm base gamma 7b
C487B9.2 GB98 tok/s461K ctx
dense
baichuan2 7b chat
C487B9.2 GB98 tok/s461K ctx
dense
DiscoPOP zephyr 7b gemma
C487B9.2 GB98 tok/s461K ctx
dense
starcoder2 7b
C487B9.2 GB98 tok/s461K ctx
dense
zephyr 7b beta Mistral 7B Instruct v0.2
C487B9.2 GB98 tok/s461K ctx
dense
OpenChat 3.5 7B Qwen v2.0 i1
C487B9.2 GB98 tok/s461K ctx
dense
OpenChat 3.5 7B Starling v2.0 i1
C487B9.2 GB98 tok/s461K ctx
dense
internlm2 math plus 7b IMat
C487B9.2 GB98 tok/s461K ctx
dense
CodeNinja 1.0 OpenChat 7B i1
C487B9.2 GB98 tok/s461K ctx
dense
internlm2 5 7b chat i1
C487B9.2 GB98 tok/s461K ctx
dense
OpenSafetyLab MD Judge v0 2 internlm2 7b
C487B9.2 GB98 tok/s461K ctx
dense
MD Judge v0 2 internlm2 7b i1
C487B9.2 GB98 tok/s461K ctx
dense
zephyr 7b gemma sft african ultrachat 100k
C477B9.2 GB98 tok/s461K ctx
dense
jointpreferences mistral 7b sft helpful
C477B9.2 GB98 tok/s461K ctx
dense
zephyr 7b dpo full i1
C477B9.2 GB98 tok/s461K ctx
dense
blossom v3 baichuan2 7b i1
C477B9.2 GB98 tok/s461K ctx
dense
blossom v1 baichuan 7b i1
C477B9.2 GB98 tok/s461K ctx
dense
Yi 1.5 6B Chat
C476B8.5 GB84 tok/s552K ctx
dense
Gemma 2 2B2B6.9 GB28 tok/s8K ctx
dense
stablelm 2 zephyr 1 6b
C476B8.5 GB84 tok/s552K ctx
dense
Gemma 3 1B1B5.1 GB14 tok/s33K ctx
dense
Yi 1.5 6B6B8.7 GB84 tok/s4K ctx
dense
Yi 1.5 6B Chat
C476B8.5 GB84 tok/s552K ctx
dense
stablelm 2 1 6b chat imatrix
C476B8.5 GB84 tok/s552K ctx
dense
StarCoder2 7B7B8.9 GB98 tok/s16K ctx
dense
HelpingAI2 6B
C476B8.5 GB84 tok/s552K ctx
dense
HelpingAI2 6B i1
C476B8.5 GB84 tok/s552K ctx
dense
Nemotron Mini 4B4B8.5 GB56 tok/s4K ctx
dense
Qwen 2.5 Coder 0.5B0.5B4.6 GB7 tok/s131K ctx
dense
HelpingAI2.5 5B i1
C465B7.7 GB70 tok/s679K ctx
dense
Qwen3.5 4B4B7.0 GB56 tok/s869K ctx
dense
gemma 3 4b it
C454B7.0 GB56 tok/s869K ctx
dense
gemma 3 4b it
C454B7.0 GB56 tok/s869K ctx
dense
Llama 3.2 3B Instruct
C443B6.6 GB42 tok/s1171K ctx
dense
Qwen 3 0.6B0.6B5.3 GB8 tok/s33K ctx
dense
Llama 3.2 1B1B5.2 GB14 tok/s128K ctx
dense
Qwen2.5 3B Instruct3B6.3 GB42 tok/s1186K ctx
dense
Llama 3.2 3B Instruct
C443B6.3 GB42 tok/s1186K ctx
dense
Ministral 3 3B Instruct 2512
C443B6.3 GB42 tok/s1186K ctx
dense
HELVETE 3B
C433B6.3 GB42 tok/s1186K ctx
dense
Hermes 3 Llama 3.2 3B
C433B6.3 GB42 tok/s1186K ctx
dense
stablelm zephyr 3b
C433B6.3 GB42 tok/s1186K ctx
dense
StarCoder2 3B
C433B6.3 GB42 tok/s1186K ctx
dense
AI21 Jamba Reasoning 3B
C433B6.3 GB42 tok/s1186K ctx
dense
stablelm 3b 4e1t
C433B6.3 GB42 tok/s1186K ctx
dense
ai21labs AI21 Jamba Reasoning 3B
C433B6.3 GB42 tok/s1186K ctx
dense
ai21labs AI21 Jamba2 3B
C433B6.3 GB42 tok/s1186K ctx
dense
HelpingAI 3B hindi i1
C433B6.3 GB42 tok/s1186K ctx
dense
AI21 Jamba2 3B
C433B6.3 GB42 tok/s1186K ctx
dense
HelpingAI 3B hindi
C433B6.3 GB42 tok/s1186K ctx
dense
AI21 Jamba2 3B i1
C433B6.3 GB42 tok/s1186K ctx
dense
gemma 2 2b it
C422B6.0 GB28 tok/s1793K ctx
dense
EXAONE 3.5 2.4B Instruct
C422.4B5.8 GB34 tok/s1504K ctx
dense
StarCoder2 3B3B6.4 GB42 tok/s16K ctx
dense
gemma 2b2B5.6 GB28 tok/s1821K ctx
dense
Gemmasutra Mini 2B v1
C422B5.6 GB28 tok/s1821K ctx
dense
gemma 2 2b it
C422B5.6 GB28 tok/s1821K ctx
dense
Qwen 3.5 0.6B0.6B5.3 GB8 tok/s131K ctx
dense
Qwen2.5 1.5B Instruct1.5B5.2 GB21 tok/s2456K ctx
dense
DeepSeek R1 Distill Qwen 1.5B1.5B5.2 GB21 tok/s2456K ctx
dense
Yi Coder 1.5B Chat
C411.5B5.2 GB21 tok/s2456K ctx
dense
stablelm 2 zephyr 1.6b
C401.6B5.3 GB22 tok/s2298K ctx
dense
logos16v2 stablelm2 1.6b i1
C401.6B5.3 GB22 tok/s2298K ctx
dense
Yi Coder 1.5B
C401.5B5.2 GB21 tok/s2456K ctx
dense
Falcon H1 1.5B Instruct1.5B5.2 GB21 tok/s2456K ctx
dense
F
F Tier -- Can't Run (65 models)
Too heavy for this hardware.
TinyLlama 1.1B Chat v1.0
D401.1B4.9 GB15 tok/s3380K ctx
dense
EXAONE 4.0 1.2B
D401.2B5.0 GB17 tok/s3091K ctx
dense
Llama 3.2 1B Instruct Q8 0
D401B5.0 GB14 tok/s3697K ctx
dense
Qwen 2.5 0.5B0.5B4.6 GB7 tok/s131K ctx
dense
TinyLlama 1.1B Chat v0.3
D391.1B4.9 GB15 tok/s3380K ctx
dense
TinyLlama 1.1B Chat v0.61.1B4.9 GB15 tok/s3380K ctx
dense
Llama 3.2 1B Instruct
D391B4.8 GB14 tok/s3726K ctx
dense
gemma 3 1b it
D391B4.8 GB14 tok/s3726K ctx
dense
TinyLlama 1.1B Chat v1.0 imatrix
D391.1B4.9 GB15 tok/s3380K ctx
dense
Falcon3 1B Instruct abliterated
D391B4.8 GB14 tok/s3726K ctx
dense
SmolVLM 500M Instruct
D370.5B4.6 GB7 tok/s4398K ctx
dense
embeddinggemma 300M
D350.3B4.4 GB4 tok/s4425K ctx
dense
granite embedding 107m multilingual
D330.11B4.3 GB2 tok/s4454K ctx
dense
Falcon H1 Tiny 90M Instruct
D330.09B4.3 GB2 tok/s4455K ctx
dense
Llama 3.1 70B70B51.7 GB6 tok/s4K ctx
dense
Llama 3.3 70B70B51.7 GB6 tok/s4K ctx
dense
Qwen 2.5 72B72B52.9 GB6 tok/s4K ctx
dense
Qwen 3 235B A22B235B150.3 GB2 tok/s4K ctx
moe
Qwen3-Coder-Next80B54.4 GB15 tok/s4K ctx
moe
Qwen3-Coder 480B A35B Instruct480B299.8 GB2 tok/s4K ctx
moe
Qwen 3.5 122B A10B122B81.0 GB5 tok/s4K ctx
moe
Qwen 3.5 397B A17B397B249.1 GB2 tok/s4K ctx
moe
Mixtral 8x22B141B93.5 GB2 tok/s4K ctx
moe
MPT-30B-Instruct30B49.1 GB12 tok/s4K ctx
dense
Devstral 2 123B Instruct123B84.5 GB2 tok/s4K ctx
dense
Mistral Small 4 119B119B82.1 GB5 tok/s4K ctx
moe
Leanstral 119B A6B119B85.5 GB4 tok/s4K ctx
moe
Mistral Large 3675B421.2 GB2 tok/s4K ctx
moe
GLM-5744B477.0 GB2 tok/s4K ctx
moe
GLM-5.1754B483.1 GB2 tok/s4K ctx
moe
Kimi K2.51000B621.5 GB2 tok/s4K ctx
moe
Kimi K2.61000B621.5 GB2 tok/s4K ctx
moe
DeepSeek V3 671B671B473.0 GB2 tok/s4K ctx
moe
DeepSeek V3.1 671B671B473.0 GB2 tok/s4K ctx
moe
DeepSeek V4 Pro1600B868.0 GB2 tok/s4K ctx
moe
DeepSeek V4 Flash284B163.4 GB2 tok/s4K ctx
moe
DeepSeek R1 671B671B473.0 GB2 tok/s4K ctx
moe
DeepSeek Coder V2 236B236B206.7 GB2 tok/s4K ctx
moe
DeepSeek V2.5 236B236B206.7 GB2 tok/s4K ctx
moe
DeepSeek LLM 67B67B50.8 GB6 tok/s4K ctx
dense
Llama 4 Scout 17B 16E109B73.5 GB5 tok/s4K ctx
moe
Llama 4 Maverick 17B 128E400B251.0 GB2 tok/s4K ctx
moe
Command R+ 104B104B71.0 GB2 tok/s4K ctx
dense
Command A 111B111B75.7 GB2 tok/s4K ctx
dense
Pixtral Large 124B124B85.1 GB2 tok/s4K ctx
dense
Qwen 2.5 VL 72B72B52.9 GB6 tok/s4K ctx
dense
Qwen 2.5 Math 72B72B52.9 GB6 tok/s4K ctx
dense
Nemotron 70B70B51.7 GB6 tok/s4K ctx
dense
Llama 3.1 405B405B258.8 GB2 tok/s4K ctx
dense
DeepSeek R1 Distill 70B70B51.7 GB6 tok/s4K ctx
dense
GPT-OSS 120B117B80.4 GB2 tok/s4K ctx
dense
DeepSeek V3.2671B413.9 GB2 tok/s4K ctx
moe
MiniMax M2.7
F0230B148.2 GB2 tok/s4K ctx
moe
Solar Open 100B
F0100B76.8 GB2 tok/s4K ctx
dense
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored
F048B39.0 GB13 tok/s4K ctx
dense
K EXAONE 236B A23B
F0236B175.7 GB2 tok/s4K ctx
dense
Llama 3.3 70B Instruct
F070B55.0 GB5 tok/s4K ctx
dense
Baichuan M3 235B
F0235B175.0 GB2 tok/s4K ctx
dense
Baichuan M3 235B i1
F0235B175.0 GB2 tok/s4K ctx
dense
BaichuanMed OCR 72B i1
F072B56.5 GB5 tok/s4K ctx
dense
Solar Open 100B i1
F0100B76.8 GB2 tok/s4K ctx
dense
Solar Open 69B REAP i1
F069B54.3 GB5 tok/s4K ctx
dense
stabilityai japanese stablelm instruct beta 70b
F070B55.0 GB5 tok/s4K ctx
dense
Qwen3.5 122B A10B122B78.2 GB2 tok/s4K ctx
dense
Qwen3.5 397B A17B397B292.8 GB2 tok/s4K ctx
dense
Compare with...
See How Other Hardware Stacks Up
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