Will It Run AI

AI Compatibility Tier List

MacBook Pro M3 Max 64GB

374 AI models ranked by how well they run on your 64 GB unified memory hardware. Best match: Qwen 3.6 35B A3B (score: 96).

374

Models tested

317

Can run

64 GB

unified memory

34

Best tok/s

Tier Distribution

S 21
A 58
B 46
C 192
F 57
S: 21A: 58B: 46C: 192F: 57
Post on X
S

S Tier -- Perfect Fit (21 models)

These models run flawlessly with headroom to spare.

A

A Tier -- Great Fit (58 models)

Excellent performance with comfortable memory margins.

AlibabaQwen 2.5 32B
A84
32B31.2 GB13 tok/s77K ctx
dense
GoogleGemma 4 31B
A84
30.7B41.2 GB10 tok/s21K ctx
dense
GoogleGemma 3 27B
A83
27B35.5 GB12 tok/s31K ctx
dense
MicrosoftPhi-4 Mini Reasoning 4B
A83
3.8B11.6 GB53 tok/s131K ctx
dense
Allen AIOLMo 2 32B
A83
32B31.2 GB13 tok/s4K ctx
dense
IBMGranite 4.1 30B
A82
30B30.0 GB14 tok/s82K ctx
dense
MistralMistral Small 3.2 24B
A82
24B24.9 GB18 tok/s131K ctx
vision
MistralMinistral 3 14B
A82
14B18.8 GB30 tok/s195K ctx
multimodal
NVIDIANemotron Nano 8B
A82
8B14.6 GB53 tok/s131K ctx
dense
MistralCodestral 2 25.08
A82
22B23.7 GB18 tok/s163K ctx
dense
Liquid AILFM2 24B
A81
24B24.9 GB18 tok/s131K ctx
dense
Tsinghua/ZhipuCogVLM2 19B
A81
19B21.8 GB22 tok/s8K ctx
dense
MistralMistral Small 24B
A80
24B24.9 GB18 tok/s33K ctx
dense
Mistral AIMistral Small 3.1 24B
A79
24B24.9 GB18 tok/s131K ctx
dense
InternLMInternVL2 8B
A79
8B14.6 GB53 tok/s8K ctx
dense
MicrosoftPhi-4 14B
A79
14B19.4 GB30 tok/s16K ctx
dense
DeepSeekDeepSeek Coder V2 16B
A79
16B20.9 GB59 tok/s131K ctx
moe
Moonshot AIKimi Linear 48B A3B
A79
48B38.0 GB8 tok/s155K ctx
linear
AlibabaQwen 2.5 14B
A78
14B19.3 GB30 tok/s131K ctx
dense
AlibabaQwen 2.5 Coder 32B
A78
32B31.2 GB13 tok/s77K ctx
dense
IBMGranite Code 20B
A78
20B23.2 GB21 tok/s8K ctx
dense
MistralMinistral 3 8B
A78
8B14.9 GB53 tok/s243K ctx
multimodal
BigCodeStarCoder 15B
A78
15B33.3 GB23 tok/s8K ctx
dense
AlibabaQwen 3 4B
A77
4B12.4 GB56 tok/s33K ctx
dense
OpenBMBMiniCPM-V 2.6 8B
A77
8B14.6 GB53 tok/s2K ctx
dense
IBMGranite Code 34B
A77
34B32.2 GB13 tok/s8K ctx
dense
GoogleGemma 3 12B
A77
12B20.0 GB26 tok/s101K ctx
dense
DefogSQLCoder 7B
A77
7B14.0 GB60 tok/s8K ctx
dense
NVIDIANemotron Nano 9B v2
A76
9B15.7 GB47 tok/s131K ctx
dense
CohereCommand R 35B
A76
35B31.6 GB12 tok/s111K ctx
dense
MetaCodeLlama 13B Instruct
A76
13B27.9 GB30 tok/s16K ctx
dense
AlibabaQwen 2.5 VL 7B
A76
7B12.9 GB61 tok/s33K ctx
dense
Jina AIJina Embeddings v3
A76
0.57B10.9 GB8 tok/s8K ctx
dense
DeepSeekDeepSeek R1 Distill 32B
A76
32B31.2 GB13 tok/s33K ctx
dense
Magistral AIMagistral 7B
A75
7B14.0 GB60 tok/s8K ctx
dense
BAAIBGE M3
A75
0.57B10.1 GB8 tok/s8K ctx
dense
LLaVALLaVA 1.6 13B
A75
13B27.9 GB30 tok/s4K ctx
dense
Tsinghua/ZhipuCodeGeeX 4 9B
A74
9B13.9 GB48 tok/s131K ctx
dense
AllenAIOLMo 2 13B
A74
13B18.2 GB33 tok/s33K ctx
dense
GoogleGemma 4 E4B
A73
8B14.0 GB40 tok/s128K ctx
dense
MetaCodeLlama 7B Instruct
A73
7B19.9 GB56 tok/s16K ctx
dense
BigCodeStarCoder 7B
A73
7B19.4 GB56 tok/s8K ctx
dense
AlibabaQwen 2.5 7B
A72
7B12.9 GB61 tok/s131K ctx
dense
DevStral AIDevStral 7B
A72
7B14.0 GB60 tok/s8K ctx
dense
Nous ResearchNous Dolphin 13B
A72
13B29.4 GB26 tok/s16K ctx
dense
IBMGranite Code 8B
A72
8B14.6 GB53 tok/s8K ctx
dense
Nous ResearchNous Hermes 1.0
A72
9B25.5 GB44 tok/s16K ctx
dense
WizardLMWizardLM 13B
A72
13B27.9 GB30 tok/s8K ctx
dense
LMSYSVicuna 13B
A72
13B27.9 GB30 tok/s4K ctx
dense
DeepSeekDeepSeek R1 Distill 14B
A72
14B19.3 GB30 tok/s33K ctx
dense
Mistral AICodestral Mamba 7B
A72
7B12.6 GB65 tok/s262K ctx
state-space
Mixedbread AImxbai Embed Large
A71
0.34B10.0 GB5 tok/s1K ctx
dense
IBMGranite 4.1 8B
A71
8B15.1 GB53 tok/s131K ctx
dense
Mistral AIPixtral 12B
A71
12B17.6 GB35 tok/s131K ctx
dense
SnowflakeSnowflake Arctic Embed L
A71
0.34B10.0 GB5 tok/s1K ctx
dense
AlibabaQwen 2.5 Coder 3B
A71
3B11.8 GB42 tok/s131K ctx
dense
InternLMInternLM 7B
A70
7B19.9 GB56 tok/s8K ctx
dense
InternLMInternLM Chat 7B
A70
7B19.9 GB56 tok/s8K ctx
dense
B

B Tier -- Good Fit (46 models)

Solid performance, may need quantization or reduced context.

GoogleGemma 2 27B
B70
27B35.5 GB12 tok/s8K ctx
dense
GoogleGemma 4 E2B
B69
5.1B11.5 GB64 tok/s128K ctx
dense
BAAIBGE Large EN v1.5
B69
0.34B10.0 GB5 tok/s1K ctx
dense
Instinct AISolar 7B
B68
7B15.0 GB60 tok/s8K ctx
dense
MetaLlama 3.1 8B
B68
8B14.6 GB53 tok/s128K ctx
dense
WizardLMWizardMath 7B
B68
7B14.0 GB60 tok/s4K ctx
dense
Allen AIOLMo 2 7B
B68
7B14.0 GB60 tok/s4K ctx
dense
BaichuanBaichuan 13B
B68
13B29.4 GB26 tok/s8K ctx
dense
ZhipuGLM-4 9B
B68
9B13.9 GB48 tok/s128K ctx
dense
LLaVALLaVA 1.5 7B
B67
7B19.9 GB56 tok/s4K ctx
dense
GoogleGemma 3 4B
B67
4B12.3 GB56 tok/s128K ctx
dense
TIIFalcon 40B Instruct
B67
40B38.4 GB9 tok/s8K ctx
dense
Nomic AINomic Embed Text v1.5
B67
0.14B8.6 GB2 tok/s8K ctx
dense
MistralMinistral 3 3B
B67
3B10.4 GB42 tok/s262K ctx
multimodal
AlibabaQwen 2.5 Coder 7B
B66
7B12.9 GB61 tok/s131K ctx
dense
CerebrasCerebras-GPT 13B
B66
13B26.9 GB26 tok/s47K ctx
dense
MicrosoftPhi 4 Mini 4B
B66
4B11.7 GB56 tok/s128K ctx
dense
MosaicMLMPT-7B-Instruct
B66
7B19.9 GB56 tok/s8K ctx
dense
BaichuanBaichuan 7B
B66
7B19.9 GB56 tok/s8K ctx
dense
AlibabaQwen 3.5 2B
B65
2B10.7 GB28 tok/s131K ctx
dense
MicrosoftPhi 3 Mini 3.8B
B65
3.8B16.0 GB53 tok/s98K ctx
dense
MistralMixtral 8x7B
B64
47B38.4 GB17 tok/s33K ctx
moe
AlibabaQwen 2.5 3B
B64
3B11.8 GB42 tok/s131K ctx
dense
DeepSeekDeepSeek R1 Distill 7B
B64
7B12.9 GB61 tok/s33K ctx
dense
MicrosoftPhi 3.5 Mini 4B
B63
4B16.1 GB56 tok/s98K ctx
dense
DeepSeekDeepSeek R1 Distill 8B
B63
8B14.6 GB53 tok/s33K ctx
dense
Cognitive ComputationsSamantha 7B
B63
7B14.0 GB60 tok/s4K ctx
dense
01.AIYi 1.5 34B
B63
34B32.2 GB13 tok/s4K ctx
dense
TIIFalcon 7B Instruct
B62
7B12.2 GB62 tok/s8K ctx
dense
AlibabaQwen 3 1.7B
B62
1.7B10.6 GB24 tok/s33K ctx
dense
GoogleGemma 2 9B
B62
9B18.4 GB35 tok/s8K ctx
dense
AlibabaQwen 2.5 Coder 14B
B62
14B19.3 GB30 tok/s131K ctx
dense
IBMGranite 4.1 3B
B61
3B10.9 GB42 tok/s131K ctx
dense
Sentence TransformersAll MiniLM L6 v2
B61
0.02B8.1 GB2 tok/s0K ctx
dense
MetaLlama 3.2 11B Vision
B61
11B16.5 GB39 tok/s16K ctx
vision
IBMGranite Code 3B
B61
3B12.1 GB42 tok/s8K ctx
dense
AlibabaQwen 2.5 Coder 1.5B
B60
1.5B9.2 GB21 tok/s33K ctx
dense
MistralMistral Nemo 12B
B59
12B17.6 GB35 tok/s128K ctx
dense
MistralMistral 7B Instruct v0.3
B59
7B14.0 GB60 tok/s8K ctx
dense
01.AIYi Coder 9B
B59
9B14.8 GB48 tok/s131K ctx
dense
MicrosoftPhi 3 Medium 14B
B58
14B19.4 GB30 tok/s128K ctx
dense
Mistral AICodestral 22B
B58
22B23.7 GB19 tok/s33K ctx
dense
MosaicMLMPT-30B-Instruct
B57
30B52.8 GB9 tok/s8K ctx
dense
MetaLlama 3.2 3B
B57
3B11.4 GB42 tok/s128K ctx
dense
MistralMinistral 8B
B56
8B14.9 GB53 tok/s131K ctx
dense
InternLMInternLM 20B
B56
20B40.5 GB17 tok/s8K ctx
dense
C

C Tier -- Tight Fit (192 models)

Runs with offloading or significant compromises.

CohereAya Expanse 32B
C55
32B29.8 GB13 tok/s8K ctx
dense
HuggingFaceSmolLM3 3B
C53
3B11.6 GB42 tok/s128K ctx
dense
DeepSeekDeepSeek R1 1.5B
C52
1.5B9.2 GB21 tok/s33K ctx
dense
01.AIYi 34B Chat
C52
34B32.2 GB13 tok/s77K ctx
dense
IBMGranite 3.1 8B
C52
8B14.6 GB61 tok/s128K ctx
state-space
TinyLlamaTinyLlama 1.1B
C52
1.1B8.8 GB15 tok/s4K ctx
dense
01.AIYi 1.5 9B
C51
9B14.8 GB48 tok/s4K ctx
dense
Stability AIStableLM 2 12B
C51
12B28.7 GB26 tok/s4K ctx
dense
AlibabaQwen 2.5 Math 7B
C51
7B12.9 GB61 tok/s4K ctx
dense
UnslothQwen3.5 35B A3B
C51
35B33.3 GB11 tok/s66K ctx
dense
Qwen3.5 35B A3B
C50
35B33.3 GB11 tok/s66K ctx
dense
LMSYSVicuna 7B
C50
7B19.9 GB56 tok/s4K ctx
dense
Hermes 4.3 36B
C50
36B34.0 GB11 tok/s62K ctx
dense
EXAONE 4.0 32B
C50
32B31.1 GB12 tok/s80K ctx
dense
aya expanse 32b heretic MPOA i1
C50
32B31.1 GB12 tok/s80K ctx
dense
Baichuan M2 32B Q4 K M
C50
32B31.1 GB12 tok/s80K ctx
dense
AlibabaQwen 2.5 1.5B
C50
1.5B9.2 GB21 tok/s131K ctx
dense
baichuan inc Baichuan M2 32B
C50
32B31.1 GB12 tok/s80K ctx
dense
UnslothQwen3.5 27B
C49
27B27.4 GB15 tok/s110K ctx
dense
OpenChatOpenChat 7B
C49
7B14.0 GB60 tok/s8K ctx
dense
Unslothgemma 3 27b it
C49
27B27.4 GB15 tok/s110K ctx
dense
gemma 3 27b it
C49
27B27.4 GB15 tok/s110K ctx
dense
CohereAya Expanse 8B
C48
8B14.6 GB53 tok/s8K ctx
dense
UnslothMistral Small 3.2 24B Instruct 2506
C48
24B25.3 GB16 tok/s134K ctx
dense
BigCodeStarCoder2 15B
C48
15B19.8 GB25 tok/s16K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
C48
24B25.3 GB16 tok/s134K ctx
dense
Mistral Small 24B Instruct 2501
C48
24B25.3 GB16 tok/s134K ctx
dense
mistral small 3.1 24b instruct 2503 hf
C48
24B25.3 GB16 tok/s134K ctx
dense
cognitivecomputations Dolphin3.0 R1 Mistral 24B
C48
24B25.3 GB16 tok/s134K ctx
dense
Dolphin Mistral GLM 4.7 Flash 24B Venice Edition Thinking Uncensored i1
C48
24B25.3 GB16 tok/s134K ctx
dense
GoogleGemma 3 1B
C48
1B8.8 GB14 tok/s33K ctx
dense
TekniumOpenHermes 2.5 7B
C48
7B14.0 GB60 tok/s8K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
C48
24B25.3 GB16 tok/s134K ctx
dense
GoogleGemma 2 2B
C48
2B10.6 GB28 tok/s8K ctx
dense
DeepSeekDeepSeek LLM 7B
C48
7B19.4 GB56 tok/s4K ctx
dense
Codestral 22B v0.1
C48
22B23.8 GB18 tok/s154K ctx
dense
Codestral 22B v0.1
C48
22B23.8 GB18 tok/s154K ctx
dense
Hugging Face H4Zephyr 7B Beta
C48
7B14.0 GB60 tok/s33K ctx
dense
Cognitive ComputationsDolphin 2.9 8B
C48
8B14.6 GB53 tok/s33K ctx
dense
Codestral 22B v0.1
C47
22B23.8 GB18 tok/s154K ctx
dense
UC BerkeleyStarling LM 7B
C47
7B14.0 GB60 tok/s8K ctx
dense
Codestral 22B v0.1 IMat
C47
22B23.8 GB18 tok/s154K ctx
dense
Codestral 22B v0.1 i1
C47
22B23.8 GB18 tok/s154K ctx
dense
Codestral 21B Pruned i1
C47
21B23.1 GB19 tok/s166K ctx
dense
internlm2 5 20b chat
C47
20B22.4 GB20 tok/s178K ctx
dense
internlm2 limarp chat 20b
C47
20B22.4 GB20 tok/s178K ctx
dense
internlm2 math plus 20b i1
C47
20B22.4 GB20 tok/s178K ctx
dense
NVIDIANemotron Mini 4B
C47
4B12.2 GB56 tok/s4K ctx
dense
01.AIYi 1.5 6B
C47
6B12.4 GB71 tok/s4K ctx
dense
Llama 2 7B Chat
C47
7B12.9 GB56 tok/s663K ctx
dense
falcon mamba 7b instruct Q4 K M
C47
7B12.9 GB65 tok/s663K ctx
dense
Codestral RAG 19B Pruned i1
C47
19B21.6 GB21 tok/s192K ctx
dense
AlibabaQwen 2.5 Coder 0.5B
C47
0.5B8.3 GB7 tok/s131K ctx
dense
Mistral 7B Instruct v0.2
C47
7B12.9 GB56 tok/s663K ctx
dense
UnslothQwen3.5 9B
C47
9B14.4 GB44 tok/s497K ctx
dense
UnslothDeepSeek R1 Distill Qwen 14B
C47
14B18.0 GB28 tok/s290K ctx
dense
Yi 1.5 6B Chat
C47
6B12.2 GB66 tok/s788K ctx
dense
Qwen3.5 9B Uncensored HauhauCS Aggressive
C47
9B14.4 GB44 tok/s497K ctx
dense
Meta Llama 3.1 8B Instruct
C47
8B13.6 GB49 tok/s570K ctx
dense
Mistral 7B Instruct v0.3
C47
7B12.9 GB56 tok/s663K ctx
dense
llava llama 3 8b v1 1
C46
8B13.6 GB49 tok/s570K ctx
dense
stablelm 2 zephyr 1 6b
C46
6B12.2 GB66 tok/s788K ctx
dense
UnslothDeepSeek R1 0528 Qwen3 8B
C46
8B13.6 GB49 tok/s570K ctx
dense
Phi 4 reasoning vision 15B
C46
15B18.7 GB26 tok/s265K ctx
dense
StarCoder2 15B
C46
15B18.7 GB26 tok/s265K ctx
dense
Qwen3.5 9B
C46
9B14.4 GB44 tok/s497K ctx
dense
Meta Llama 3 8B Instruct
C46
8B13.6 GB49 tok/s570K ctx
dense
UnslothDeepSeek R1 Distill Llama 8B
C46
8B13.6 GB49 tok/s570K ctx
dense
Mamba Codestral 7B v0.1
C46
7B12.9 GB65 tok/s663K ctx
dense
Dolphin3.0 Llama3.1 8B
C46
8B13.6 GB49 tok/s570K ctx
dense
Llama 3 8B Instruct 32k v0.1
C46
8B13.6 GB49 tok/s570K ctx
dense
Meta Llama 3.1 8B Instruct
C46
8B13.6 GB49 tok/s570K ctx
dense
vntl llama3 8b v2
C46
8B13.6 GB49 tok/s570K ctx
dense
gemma 3 12b it
C46
12B16.5 GB33 tok/s352K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C46
8B13.6 GB49 tok/s570K ctx
dense
NousResearch Hermes 4 14B
C46
14B18.0 GB28 tok/s290K ctx
dense
Yi 1.5 6B Chat
C46
6B12.2 GB66 tok/s788K ctx
dense
IntelNeural Chat 7B
C46
7B14.0 GB60 tok/s8K ctx
dense
Mistral 7B Instruct v0.3
C46
7B12.9 GB56 tok/s663K ctx
dense
stablelm 2 1 6b chat imatrix
C46
6B12.2 GB66 tok/s788K ctx
dense
Hermes 2 Pro Mistral 7B
C46
7B12.9 GB56 tok/s663K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C46
8B13.6 GB49 tok/s570K ctx
dense
zephyr 7B beta
C46
7B12.9 GB56 tok/s663K ctx
dense
Yi Coder 9B Chat
C46
9B14.4 GB44 tok/s497K ctx
dense
Qwen3 8B DeepSeek v3.2 Speciale Distill
C46
8B13.6 GB49 tok/s570K ctx
dense
Nous Hermes 2 Mistral 7B DPO
C46
7B12.9 GB56 tok/s663K ctx
dense
glm 4 9b chat 1m
C46
9B14.4 GB44 tok/s497K ctx
dense
starcoder2 15b instruct v0.1
C46
15B18.7 GB26 tok/s265K ctx
dense
Hermes 3 Llama 3.1 8B
C46
8B13.6 GB49 tok/s570K ctx
dense
starcoder2 15b i1
C46
15B18.7 GB26 tok/s265K ctx
dense
Falcon H1R 7B
C46
7B12.9 GB56 tok/s663K ctx
dense
starcoder2 15b instruct v0.1
C46
15B18.7 GB26 tok/s265K ctx
dense
zephyr 7B alpha
C46
7B12.9 GB56 tok/s663K ctx
dense
speechless zephyr code functionary 7b
C46
7B12.9 GB56 tok/s663K ctx
dense
Hermes 2 Pro Llama 3 8B
C46
8B13.6 GB49 tok/s570K ctx
dense
Dolphin3.0 Llama3.1 8B
C46
8B13.6 GB49 tok/s570K ctx
dense
SOLAR 10.7B Instruct v1.0 uncensored
C46
10.7B15.6 GB37 tok/s405K ctx
dense
granite 8b code instruct 4k
C46
8B13.6 GB49 tok/s570K ctx
dense
StarCoder2 7B
C46
7B12.9 GB56 tok/s663K ctx
dense
Nous Hermes 2 SOLAR 10.7B
C46
10.7B15.6 GB37 tok/s405K ctx
dense
GGUF SOLARized GraniStral 14B 2102 YeAM HCT 32QKV
C46
14B18.0 GB28 tok/s290K ctx
dense
dolphin 2.9.4 llama3.1 8b
C46
8B13.6 GB49 tok/s570K ctx
dense
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored
C46
48B42.7 GB8 tok/s26K ctx
dense
japanese stablelm instruct gamma 7B
C46
7B12.9 GB56 tok/s663K ctx
dense
Yi 1.5 9B Chat
C46
9B14.4 GB44 tok/s497K ctx
dense
HelpingAI 15B i1
C46
15B18.7 GB26 tok/s265K ctx
dense
internlm JanusCoder 14B
C46
14B18.0 GB28 tok/s290K ctx
dense
Falcon H1 7B Instruct
C46
7B12.9 GB56 tok/s663K ctx
dense
UnslothFalcon H1R 7B
C46
7B12.9 GB56 tok/s663K ctx
dense
EXAONE 3.5 7.8B Instruct
C46
7.8B13.5 GB50 tok/s587K ctx
dense
GGUF SOLARized GraniStral 14B 1902 YeAM HCT
C46
14B18.0 GB28 tok/s290K ctx
dense
HelpingAI2 6B
C46
6B12.2 GB66 tok/s788K ctx
dense
openchat 3.6 8b 20240522 IMat
C46
8B13.6 GB49 tok/s570K ctx
dense
EXAONE 3.5 7.8B Instruct
C46
7.8B13.5 GB50 tok/s587K ctx
dense
aya expanse 8b
C46
8B13.6 GB49 tok/s570K ctx
dense
HelpingAI2 6B i1
C46
6B12.2 GB66 tok/s788K ctx
dense
EXAONE 3.5 7.8B Instruct i1
C46
7.8B13.5 GB50 tok/s587K ctx
dense
dolphin v2 8b abliterated i1
C46
8B13.6 GB49 tok/s570K ctx
dense
exaone 3.0 7.8b it
C46
7.8B13.5 GB50 tok/s587K ctx
dense
stabilityai japanese stablelm base gamma 7b
C46
7B12.9 GB56 tok/s663K ctx
dense
baichuan2 7b chat
C46
7B12.9 GB56 tok/s663K ctx
dense
aya expanse 8b orthogonal heretic i1
C46
8B13.6 GB49 tok/s570K ctx
dense
DiscoPOP zephyr 7b gemma
C46
7B12.9 GB56 tok/s663K ctx
dense
starcoder2 7b
C46
7B12.9 GB56 tok/s663K ctx
dense
zephyr 7b beta Mistral 7B Instruct v0.2
C46
7B12.9 GB56 tok/s663K ctx
dense
OpenChat 3.5 7B Qwen v2.0 i1
C46
7B12.9 GB56 tok/s663K ctx
dense
OpenChat 3.5 7B Starling v2.0 i1
C46
7B12.9 GB56 tok/s663K ctx
dense
HelpingAI2.5 5B i1
C46
5B11.4 GB70 tok/s962K ctx
dense
internlm2 math plus 7b IMat
C46
7B12.9 GB56 tok/s663K ctx
dense
solar finalised finetuned Model 10.7B i1
C46
10.7B15.6 GB37 tok/s405K ctx
dense
Yi 9B Coder i1
C46
9B14.4 GB44 tok/s497K ctx
dense
CodeNinja 1.0 OpenChat 7B i1
C46
7B12.9 GB56 tok/s663K ctx
dense
internlm2 5 7b chat i1
C46
7B12.9 GB56 tok/s663K ctx
dense
aya expanse 8b orthogonal heretic
C46
8B13.6 GB49 tok/s570K ctx
dense
OpenSafetyLab MD Judge v0 2 internlm2 7b
C46
7B12.9 GB56 tok/s663K ctx
dense
MD Judge v0 2 internlm2 7b i1
C46
7B12.9 GB56 tok/s663K ctx
dense
SOLAR 10.7B v1.0
C46
10.7B15.6 GB37 tok/s405K ctx
dense
zephyr 7b gemma sft african ultrachat 100k
C46
7B12.9 GB56 tok/s663K ctx
dense
jointpreferences mistral 7b sft helpful
C46
7B12.9 GB56 tok/s663K ctx
dense
HelpingAI2 9B
C46
9B14.4 GB44 tok/s497K ctx
dense
zephyr 7b dpo full i1
C46
7B12.9 GB56 tok/s663K ctx
dense
blossom v3 baichuan2 7b i1
C46
7B12.9 GB56 tok/s663K ctx
dense
blossom v1 baichuan 7b i1
C46
7B12.9 GB56 tok/s663K ctx
dense
internlm2 5 1 8b chat i1
C46
8B13.6 GB49 tok/s570K ctx
dense
HelpingAI2 9B i1
C46
9B14.4 GB44 tok/s497K ctx
dense
internlm3 8b instruct abliterated i1
C46
8B13.6 GB49 tok/s570K ctx
dense
HelpingAI 9B 200k i1
C46
9B14.4 GB44 tok/s497K ctx
dense
BigCodeStarCoder2 7B
C46
7B12.6 GB61 tok/s16K ctx
dense
HelpingAI 9B i1
C46
9B14.4 GB44 tok/s497K ctx
dense
HelpingAI2.5 10B i1
C46
10B15.1 GB39 tok/s439K ctx
dense
Helply 10.2b chat i1
C46
10.2B15.2 GB39 tok/s429K ctx
dense
UnslothQwen3.5 4B
C46
4B10.7 GB56 tok/s1223K ctx
dense
gemma 3 4b it
C45
4B10.7 GB56 tok/s1223K ctx
dense
gemma 3 4b it
C45
4B10.7 GB56 tok/s1223K ctx
dense
AlibabaQwen 3 0.6B
C45
0.6B9.0 GB8 tok/s33K ctx
dense
MetaLlama 3.2 1B
C45
1B8.9 GB14 tok/s128K ctx
dense
Llama 3.2 3B Instruct
C44
3B10.3 GB42 tok/s1643K ctx
dense
QwenQwen2.5 3B Instruct
C44
3B10.0 GB42 tok/s1658K ctx
dense
Llama 3.2 3B Instruct
C44
3B10.0 GB42 tok/s1658K ctx
dense
Ministral 3 3B Instruct 2512
C44
3B10.0 GB42 tok/s1658K ctx
dense
HELVETE 3B
C44
3B10.0 GB42 tok/s1658K ctx
dense
Hermes 3 Llama 3.2 3B
C44
3B10.0 GB42 tok/s1658K ctx
dense
stablelm zephyr 3b
C44
3B10.0 GB42 tok/s1658K ctx
dense
StarCoder2 3B
C44
3B10.0 GB42 tok/s1658K ctx
dense
AI21 Jamba Reasoning 3B
C44
3B10.0 GB42 tok/s1658K ctx
dense
stablelm 3b 4e1t
C44
3B10.0 GB42 tok/s1658K ctx
dense
ai21labs AI21 Jamba Reasoning 3B
C44
3B10.0 GB42 tok/s1658K ctx
dense
ai21labs AI21 Jamba2 3B
C44
3B10.0 GB42 tok/s1658K ctx
dense
HelpingAI 3B hindi i1
C43
3B10.0 GB42 tok/s1658K ctx
dense
AI21 Jamba2 3B
C43
3B10.0 GB42 tok/s1658K ctx
dense
HelpingAI 3B hindi
C43
3B10.0 GB42 tok/s1658K ctx
dense
AI21 Jamba2 3B i1
C43
3B10.0 GB42 tok/s1658K ctx
dense
gemma 2 2b it
C43
2B9.7 GB28 tok/s2500K ctx
dense
EXAONE 3.5 2.4B Instruct
C43
2.4B9.6 GB34 tok/s2094K ctx
dense
Googlegemma 2b
C43
2B9.3 GB28 tok/s2529K ctx
dense
Gemmasutra Mini 2B v1
C43
2B9.3 GB28 tok/s2529K ctx
dense
BigCodeStarCoder2 3B
C43
3B10.1 GB42 tok/s16K ctx
dense
gemma 2 2b it
C42
2B9.3 GB28 tok/s2529K ctx
dense
AlibabaQwen 3.5 0.6B
C42
0.6B9.0 GB8 tok/s131K ctx
dense
QwenQwen2.5 1.5B Instruct
C42
1.5B8.9 GB21 tok/s3400K ctx
dense
UnslothDeepSeek R1 Distill Qwen 1.5B
C41
1.5B8.9 GB21 tok/s3400K ctx
dense
Yi Coder 1.5B Chat
C41
1.5B8.9 GB21 tok/s3400K ctx
dense
stablelm 2 zephyr 1.6b
C41
1.6B9.0 GB22 tok/s3182K ctx
dense
logos16v2 stablelm2 1.6b i1
C41
1.6B9.0 GB22 tok/s3182K ctx
dense
Yi Coder 1.5B
C41
1.5B8.9 GB21 tok/s3400K ctx
dense
UnslothFalcon H1 1.5B Instruct
C41
1.5B8.9 GB21 tok/s3400K ctx
dense
TinyLlama 1.1B Chat v1.0
C40
1.1B8.6 GB15 tok/s4667K ctx
dense
EXAONE 4.0 1.2B
C40
1.2B8.7 GB17 tok/s4271K ctx
dense
AlibabaQwen 2.5 0.5B
C40
0.5B8.3 GB7 tok/s131K ctx
dense
Llama 3.2 1B Instruct Q8 0
C40
1B8.7 GB14 tok/s5113K ctx
dense
TinyLlama 1.1B Chat v0.3
C40
1.1B8.6 GB15 tok/s4667K ctx
dense
TinyLlamaTinyLlama 1.1B Chat v0.6
C40
1.1B8.6 GB15 tok/s4667K ctx
dense
F

F Tier -- Can't Run (57 models)

Too heavy for this hardware.

Llama 3.2 1B Instruct
D40
1B8.5 GB14 tok/s5142K ctx
dense
gemma 3 1b it
D40
1B8.5 GB14 tok/s5142K ctx
dense
TinyLlama 1.1B Chat v1.0 imatrix
D40
1.1B8.6 GB15 tok/s4667K ctx
dense
Falcon3 1B Instruct abliterated
D39
1B8.5 GB14 tok/s5142K ctx
dense
DeepSeekDeepSeek LLM 67B
D39
67B54.5 GB5 tok/s4K ctx
dense
SmolVLM 500M Instruct
D38
0.5B8.3 GB7 tok/s6057K ctx
dense
embeddinggemma 300M
D36
0.3B8.2 GB4 tok/s6084K ctx
dense
granite embedding 107m multilingual
D34
0.11B8.0 GB2 tok/s6112K ctx
dense
Falcon H1 Tiny 90M Instruct
D34
0.09B8.0 GB2 tok/s6114K ctx
dense
MetaLlama 3.1 70B
F0
70B55.4 GB5 tok/s4K ctx
dense
MetaLlama 3.3 70B
F0
70B55.4 GB5 tok/s4K ctx
dense
AlibabaQwen 2.5 72B
F0
72B56.6 GB4 tok/s4K ctx
dense
AlibabaQwen 3 235B A22B
F0
235B154.0 GB2 tok/s4K ctx
moe
AlibabaQwen3-Coder-Next
F0
80B58.1 GB13 tok/s4K ctx
moe
AlibabaQwen3-Coder 480B A35B Instruct
F0
480B303.5 GB2 tok/s4K ctx
moe
AlibabaQwen 3.5 122B A10B
F0
122B84.7 GB7 tok/s4K ctx
moe
AlibabaQwen 3.5 397B A17B
F0
397B252.9 GB2 tok/s4K ctx
moe
MistralMixtral 8x22B
F0
141B97.2 GB3 tok/s4K ctx
moe
MistralDevstral 2 123B Instruct
F0
123B88.2 GB2 tok/s4K ctx
dense
MistralMistral Small 4 119B
F0
119B85.8 GB8 tok/s4K ctx
moe
MistralLeanstral 119B A6B
F0
119B89.2 GB7 tok/s4K ctx
moe
MistralMistral Large 3
F0
675B424.9 GB2 tok/s4K ctx
+1moe
Z.aiGLM-5
F0
744B480.7 GB2 tok/s4K ctx
moe
Z.aiGLM-5.1
F0
754B486.8 GB2 tok/s4K ctx
moe
Moonshot AIKimi K2.5
F0
1000B625.3 GB2 tok/s4K ctx
moe
Moonshot AIKimi K2.6
F0
1000B625.3 GB2 tok/s4K ctx
+1moe
DeepSeekDeepSeek V3 671B
F0
671B476.7 GB2 tok/s4K ctx
moe
DeepSeekDeepSeek V3.1 671B
F0
671B476.7 GB2 tok/s4K ctx
moe
DeepSeekDeepSeek V4 Pro
F0
1600B871.7 GB2 tok/s4K ctx
moe
DeepSeekDeepSeek V4 Flash
F0
284B167.1 GB4 tok/s4K ctx
moe
DeepSeekDeepSeek R1 671B
F0
671B476.7 GB2 tok/s4K ctx
moe
DeepSeekDeepSeek Coder V2 236B
F0
236B210.4 GB3 tok/s4K ctx
moe
DeepSeekDeepSeek V2.5 236B
F0
236B210.4 GB3 tok/s4K ctx
moe
MetaLlama 4 Scout 17B 16E
F0
109B77.2 GB5 tok/s4K ctx
moe
MetaLlama 4 Maverick 17B 128E
F0
400B254.7 GB2 tok/s4K ctx
moe
CohereCommand R+ 104B
F0
104B74.7 GB2 tok/s4K ctx
dense
CohereCommand A 111B
F0
111B79.4 GB2 tok/s4K ctx
dense
Mistral AIPixtral Large 124B
F0
124B88.8 GB2 tok/s4K ctx
dense
AlibabaQwen 2.5 VL 72B
F0
72B56.6 GB4 tok/s4K ctx
dense
AlibabaQwen 2.5 Math 72B
F0
72B56.6 GB4 tok/s4K ctx
dense
NVIDIANemotron 70B
F0
70B55.4 GB5 tok/s4K ctx
dense
MetaLlama 3.1 405B
F0
405B262.6 GB2 tok/s4K ctx
dense
DeepSeekDeepSeek R1 Distill 70B
F0
70B55.4 GB5 tok/s4K ctx
dense
OpenAIGPT-OSS 120B
F0
117B84.1 GB2 tok/s4K ctx
dense
DeepSeekDeepSeek V3.2
F0
671B417.6 GB2 tok/s4K ctx
moe
MiniMax M2.7
F0
230B151.9 GB4 tok/s4K ctx
moe
Solar Open 100B
F0
100B80.5 GB2 tok/s4K ctx
dense
K EXAONE 236B A23B
F0
236B179.4 GB2 tok/s4K ctx
dense
Llama 3.3 70B Instruct
F0
70B58.7 GB4 tok/s4K ctx
dense
Baichuan M3 235B
F0
235B178.7 GB2 tok/s4K ctx
dense
Baichuan M3 235B i1
F0
235B178.7 GB2 tok/s4K ctx
dense
BaichuanMed OCR 72B i1
F0
72B60.2 GB4 tok/s4K ctx
dense
Solar Open 100B i1
F0
100B80.5 GB2 tok/s4K ctx
dense
Solar Open 69B REAP i1
F0
69B58.0 GB4 tok/s4K ctx
dense
stabilityai japanese stablelm instruct beta 70b
F0
70B58.7 GB4 tok/s4K ctx
dense
UnslothQwen3.5 122B A10B
F0
122B81.9 GB2 tok/s4K ctx
dense
UnslothQwen3.5 397B A17B
F0
397B296.5 GB2 tok/s4K ctx
dense

Compare with...

See How Other Hardware Stacks Up

Check tier lists for similar GPUs and Apple Silicon configs