willitrun·ai

AI Compatibility Tier List

MacBook Pro M4 Max 36GB

380 AI models ranked by how well they run on your 36 GB unified memory hardware. Best match: Qwen3-Coder 30B A3B Instruct (score: 94).

380

Models tested

310

Can run

36 GB

unified memory

39

Best tok/s

Tier Distribution

S 21
A 63
B 38
C 188
F 70
S: 21A: 63B: 38C: 188F: 70
Post on X
S

S Tier -- Perfect Fit (21 models)

These models run flawlessly with headroom to spare.

A

A Tier -- Great Fit (63 models)

Excellent performance with comfortable memory margins.

GoogleGemma 4 12B
A84
12B18.0 GB28 tok/s38K ctx
dense
MicrosoftPhi-4 Mini Reasoning 4B
A84
3.8B8.6 GB53 tok/s131K ctx
dense
MistralMistral Small 3.2 24B
A84
24B21.9 GB29 tok/s43K ctx
vision
DeepSeekDeepSeek Coder V2 16B
A84
16B17.8 GB63 tok/s55K ctx
moe
MicrosoftPhi-4 14B
A84
14B16.4 GB33 tok/s16K ctx
dense
Liquid AILFM2 24B
A83
24B21.9 GB29 tok/s43K ctx
dense
IBMGranite Code 20B
A83
20B20.2 GB31 tok/s8K ctx
dense
AlibabaQwen 2.5 14B
A83
14B16.3 GB33 tok/s69K ctx
dense
InternLMInternVL2 8B
A83
8B11.6 GB62 tok/s8K ctx
dense
AlibabaQwen 3.6 35B A3B
A82
35B30.2 GB29 tok/s4K ctx
+1moe
AlibabaQwen 3.5 35B A3B
A82
35B27.6 GB35 tok/s4K ctx
moe
MistralMistral Small 24B
A82
24B21.9 GB29 tok/s33K ctx
dense
IBMGranite 4.1 30B
A82
30B27.0 GB26 tok/s12K ctx
dense
GoogleGemma 3 12B
A82
12B17.0 GB28 tok/s45K ctx
dense
Ornith 1.0 35B A3B
A81
35.1B26.5 GB37 tok/s4K ctx
moe
Mistral AIMistral Small 3.1 24B
A81
24B21.9 GB29 tok/s43K ctx
dense
MistralMinistral 3 8B
A81
8B11.9 GB62 tok/s118K ctx
multimodal
OpenBMBMiniCPM-V 2.6 8B
A81
8B11.6 GB62 tok/s2K ctx
dense
NVIDIANemotron Nano 9B v2
A80
9B12.7 GB60 tok/s103K ctx
dense
AlibabaQwen 3 32B
A80
32B28.2 GB23 tok/s7K ctx
dense
GoogleDiffusionGemma 26B A4B
A80
25.8B24.2 GB41 tok/s24K ctx
moe
DefogSQLCoder 7B
A80
7B11.0 GB71 tok/s8K ctx
dense
AlibabaQwen 3 4B
A79
4B9.4 GB56 tok/s33K ctx
dense
AlibabaQwen 2.5 VL 7B
A79
7B9.9 GB72 tok/s33K ctx
dense
AllenAIOLMo 2 13B
A78
13B15.2 GB35 tok/s33K ctx
dense
MetaCodeLlama 7B Instruct
A78
7B16.9 GB66 tok/s16K ctx
dense
Magistral AIMagistral 7B
A78
7B11.0 GB71 tok/s8K ctx
dense
BigCodeStarCoder 7B
A78
7B16.4 GB66 tok/s8K ctx
dense
Jina AIJina Embeddings v3
A78
0.57B7.9 GB8 tok/s8K ctx
dense
Tsinghua/ZhipuCodeGeeX 4 9B
A77
9B10.9 GB56 tok/s131K ctx
dense
DeepSeekDeepSeek R1 Distill 14B
A77
14B16.3 GB33 tok/s33K ctx
dense
GoogleGemma 4 E4B
A76
8B10.9 GB47 tok/s128K ctx
dense
BAAIBGE M3
A76
0.57B7.1 GB8 tok/s8K ctx
dense
MetaCodeLlama 13B Instruct
A76
13B24.9 GB33 tok/s16K ctx
dense
InternLMInternLM 7B
A75
7B16.9 GB66 tok/s8K ctx
dense
InternLMInternLM Chat 7B
A75
7B16.9 GB66 tok/s8K ctx
dense
IBMGranite Code 8B
A75
8B11.6 GB62 tok/s8K ctx
dense
DevStral AIDevStral 7B
A75
7B11.0 GB71 tok/s8K ctx
dense
AlibabaQwen 2.5 7B
A75
7B9.9 GB72 tok/s131K ctx
dense
IBMGranite 4.1 8B
A75
8B12.1 GB62 tok/s107K ctx
dense
Mistral AIPixtral 12B
A75
12B14.5 GB38 tok/s91K ctx
dense
Liquid AILFM2.5 8B A1B
A75
8.5B10.2 GB121 tok/s128K ctx
moe
LG AIEXAONE 4.0 32B
A74
32B28.2 GB23 tok/s7K ctx
dense
Mistral AICodestral Mamba 7B
A74
7B9.5 GB70 tok/s262K ctx
state-space
LLaVALLaVA 1.6 13B
A74
13B24.9 GB33 tok/s4K ctx
dense
AlibabaQwen 2.5 32B
A73
32B28.2 GB23 tok/s7K ctx
dense
LLaVALLaVA 1.5 7B
A73
7B16.9 GB66 tok/s4K ctx
dense
Nous ResearchNous Hermes 1.0
A73
9B22.5 GB51 tok/s16K ctx
dense
Mixedbread AImxbai Embed Large
A72
0.34B6.9 GB5 tok/s1K ctx
dense
AlibabaQwen 2.5 Coder 3B
A72
3B8.8 GB42 tok/s131K ctx
dense
Allen AIOLMo 2 32B
A72
32B28.2 GB23 tok/s4K ctx
dense
Instinct AISolar 7B
A72
7B12.0 GB71 tok/s8K ctx
dense
SnowflakeSnowflake Arctic Embed L
A72
0.34B6.9 GB5 tok/s1K ctx
dense
MetaLlama 3.1 8B
A71
8B11.6 GB62 tok/s128K ctx
dense
WizardLMWizardLM 13B
A71
13B24.9 GB33 tok/s8K ctx
dense
LMSYSVicuna 13B
A71
13B24.9 GB33 tok/s4K ctx
dense
MosaicMLMPT-7B-Instruct
A71
7B16.9 GB66 tok/s8K ctx
dense
BaichuanBaichuan 7B
A71
7B16.9 GB66 tok/s8K ctx
dense
GoogleGemma 4 E2B
A71
5.1B8.4 GB71 tok/s128K ctx
dense
WizardLMWizardMath 7B
A71
7B11.0 GB71 tok/s4K ctx
dense
Allen AIOLMo 2 7B
A71
7B11.0 GB71 tok/s4K ctx
dense
ZhipuGLM-4 9B
A71
9B10.9 GB56 tok/s128K ctx
dense
Nous ResearchNous Dolphin 13B
A71
13B26.4 GB27 tok/s15K ctx
dense
B

B Tier -- Good Fit (38 models)

Solid performance, may need quantization or reduced context.

BAAIBGE Large EN v1.5
B70
0.34B6.9 GB5 tok/s1K ctx
dense
GoogleGemma 3 4B
B69
4B9.3 GB56 tok/s128K ctx
dense
AlibabaQwen 2.5 Coder 7B
B69
7B9.9 GB72 tok/s131K ctx
dense
MicrosoftPhi 4 Mini 4B
B68
4B8.7 GB56 tok/s128K ctx
dense
MicrosoftPhi 3 Mini 3.8B
B68
3.8B13.0 GB53 tok/s51K ctx
dense
MistralMinistral 3 3B
B68
3B7.4 GB42 tok/s262K ctx
multimodal
Nomic AINomic Embed Text v1.5
B67
0.14B5.6 GB2 tok/s8K ctx
dense
AlibabaQwen 2.5 Coder 32B
B67
32B28.2 GB23 tok/s7K ctx
dense
MicrosoftPhi 3.5 Mini 4B
B67
4B13.1 GB56 tok/s51K ctx
dense
DeepSeekDeepSeek R1 Distill 8B
B67
8B11.6 GB62 tok/s33K ctx
dense
AlibabaQwen 3.5 2B
B67
2B7.7 GB28 tok/s131K ctx
dense
GoogleGemma 2 9B
B66
9B15.4 GB41 tok/s8K ctx
dense
AlibabaQwen 2.5 Coder 14B
B66
14B16.3 GB33 tok/s69K ctx
dense
Cognitive ComputationsSamantha 7B
B66
7B11.0 GB71 tok/s4K ctx
dense
DeepSeekDeepSeek R1 Distill 7B
B66
7B9.9 GB72 tok/s33K ctx
dense
CerebrasCerebras-GPT 13B
B66
13B23.9 GB28 tok/s19K ctx
dense
BaichuanBaichuan 13B
B66
13B26.4 GB27 tok/s8K ctx
dense
IBMGranite Code 34B
B66
34B29.2 GB21 tok/s4K ctx
dense
AlibabaQwen 2.5 3B
B65
3B8.8 GB42 tok/s131K ctx
dense
CohereCommand R 35B
B65
35B28.6 GB21 tok/s4K ctx
dense
TIIFalcon 7B Instruct
B65
7B9.2 GB72 tok/s8K ctx
dense
MetaLlama 3.2 11B Vision
B65
11B13.5 GB41 tok/s16K ctx
vision
DeepSeekDeepSeek R1 Distill 32B
B65
32B28.2 GB23 tok/s7K ctx
dense
BigCodeStarCoder 15B
B64
15B30.2 GB20 tok/s8K ctx
dense
AlibabaQwen 3 1.7B
B64
1.7B7.5 GB24 tok/s33K ctx
dense
MistralMistral Nemo 12B
B63
12B14.5 GB38 tok/s91K ctx
dense
Mistral AICodestral 22B
B63
22B20.6 GB30 tok/s33K ctx
dense
MicrosoftPhi 3 Medium 14B
B63
14B16.4 GB33 tok/s66K ctx
dense
IBMGranite Code 3B
B63
3B9.1 GB42 tok/s8K ctx
dense
IBMGranite 4.1 3B
B63
3B7.8 GB42 tok/s131K ctx
dense
MistralMistral 7B Instruct v0.3
B62
7B11.0 GB71 tok/s8K ctx
dense
01.AIYi Coder 9B
B62
9B11.7 GB56 tok/s131K ctx
dense
Sentence TransformersAll MiniLM L6 v2
B62
0.02B5.1 GB2 tok/s0K ctx
dense
AlibabaQwen 2.5 Coder 1.5B
B61
1.5B6.1 GB21 tok/s33K ctx
dense
MistralMinistral 8B
B60
8B11.9 GB62 tok/s118K ctx
dense
MetaLlama 3.2 3B
B59
3B8.3 GB42 tok/s128K ctx
dense
LMSYSVicuna 7B
B55
7B16.9 GB66 tok/s4K ctx
dense
CohereAya Expanse 32B
B55
32B26.7 GB25 tok/s8K ctx
dense
C

C Tier -- Tight Fit (188 models)

Runs with offloading or significant compromises.

IBMGranite 3.1 8B
C55
8B11.6 GB65 tok/s128K ctx
state-space
01.AIYi 1.5 9B
C54
9B11.7 GB56 tok/s4K ctx
dense
HuggingFaceSmolLM3 3B
C54
3B8.6 GB42 tok/s128K ctx
dense
AlibabaQwen 2.5 Math 7B
C53
7B9.9 GB72 tok/s4K ctx
dense
BigCodeStarCoder2 15B
C53
15B16.8 GB28 tok/s16K ctx
dense
Codestral 22B v0.1
C53
22B20.8 GB28 tok/s48K ctx
dense
Codestral 22B v0.1
C53
22B20.8 GB28 tok/s48K ctx
dense
DeepSeekDeepSeek R1 1.5B
C53
1.5B6.1 GB21 tok/s33K ctx
dense
Codestral 22B v0.1
C53
22B20.8 GB28 tok/s48K ctx
dense
DeepSeekDeepSeek LLM 7B
C53
7B16.4 GB66 tok/s4K ctx
dense
internlm2 5 20b chat
C53
20B19.3 GB28 tok/s61K ctx
dense
internlm2 limarp chat 20b
C53
20B19.3 GB28 tok/s61K ctx
dense
Codestral 22B v0.1 IMat
C53
22B20.8 GB28 tok/s48K ctx
dense
internlm2 math plus 20b i1
C53
20B19.3 GB28 tok/s61K ctx
dense
TinyLlamaTinyLlama 1.1B
C53
1.1B5.8 GB15 tok/s4K ctx
dense
Codestral RAG 19B Pruned i1
C53
19B18.6 GB29 tok/s69K ctx
dense
Codestral 21B Pruned i1
C53
21B20.1 GB28 tok/s54K ctx
dense
Codestral 22B v0.1 i1
C52
22B20.8 GB28 tok/s48K ctx
dense
OpenChatOpenChat 7B
C52
7B11.0 GB71 tok/s8K ctx
dense
CohereAya Expanse 8B
C52
8B11.6 GB62 tok/s8K ctx
dense
01.AIYi 1.5 34B
C52
34B29.2 GB21 tok/s4K ctx
dense
Phi 4 reasoning vision 15B
C51
15B15.7 GB30 tok/s109K ctx
dense
StarCoder2 15B
C51
15B15.7 GB30 tok/s109K ctx
dense
TekniumOpenHermes 2.5 7B
C51
7B11.0 GB71 tok/s8K ctx
dense
starcoder2 15b instruct v0.1
C51
15B15.7 GB30 tok/s109K ctx
dense
starcoder2 15b i1
C51
15B15.7 GB30 tok/s109K ctx
dense
Cognitive ComputationsDolphin 2.9 8B
C51
8B11.6 GB62 tok/s33K ctx
dense
starcoder2 15b instruct v0.1
C51
15B15.7 GB30 tok/s109K ctx
dense
UnslothDeepSeek R1 Distill Qwen 14B
C51
14B15.0 GB30 tok/s123K ctx
dense
HelpingAI 15B i1
C51
15B15.7 GB30 tok/s109K ctx
dense
Hugging Face H4Zephyr 7B Beta
C51
7B11.0 GB71 tok/s33K ctx
dense
NousResearch Hermes 4 14B
C51
14B15.0 GB30 tok/s123K ctx
dense
UC BerkeleyStarling LM 7B
C50
7B11.0 GB71 tok/s8K ctx
dense
GGUF SOLARized GraniStral 14B 2102 YeAM HCT 32QKV
C50
14B15.0 GB30 tok/s123K ctx
dense
AlibabaQwen 2.5 1.5B
C50
1.5B6.1 GB21 tok/s131K ctx
dense
internlm JanusCoder 14B
C50
14B15.0 GB30 tok/s123K ctx
dense
GGUF SOLARized GraniStral 14B 1902 YeAM HCT
C50
14B15.0 GB30 tok/s123K ctx
dense
UnslothQwen3.5 27B
C50
27B24.4 GB27 tok/s24K ctx
dense
Unslothgemma 3 27b it
C50
27B24.4 GB27 tok/s24K ctx
dense
UnslothMistral Small 3.2 24B Instruct 2506
C50
24B22.2 GB27 tok/s37K ctx
dense
gemma 3 12b it
C50
12B13.5 GB35 tok/s157K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
C50
24B22.2 GB27 tok/s37K ctx
dense
Mistral Small 24B Instruct 2501
C50
24B22.2 GB27 tok/s37K ctx
dense
gemma 3 27b it
C50
27B24.4 GB27 tok/s24K ctx
dense
mistral small 3.1 24b instruct 2503 hf
C50
24B22.2 GB27 tok/s37K ctx
dense
cognitivecomputations Dolphin3.0 R1 Mistral 24B
C50
24B22.2 GB27 tok/s37K ctx
dense
Dolphin Mistral GLM 4.7 Flash 24B Venice Edition Thinking Uncensored i1
C50
24B22.2 GB27 tok/s37K ctx
dense
Stability AIStableLM 2 12B
C50
12B25.6 GB28 tok/s4K ctx
dense
UnslothQwen3.5 9B
C50
9B11.3 GB51 tok/s237K ctx
dense
Qwen3.5 9B Uncensored HauhauCS Aggressive
C50
9B11.3 GB51 tok/s237K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
C50
24B22.2 GB27 tok/s37K ctx
dense
Qwen3.5 9B
C50
9B11.3 GB51 tok/s237K ctx
dense
SOLAR 10.7B Instruct v1.0 uncensored
C50
10.7B12.6 GB40 tok/s186K ctx
dense
Nous Hermes 2 SOLAR 10.7B
C50
10.7B12.6 GB40 tok/s186K ctx
dense
Meta Llama 3.1 8B Instruct
C49
8B10.6 GB58 tok/s277K ctx
dense
llava llama 3 8b v1 1
C49
8B10.6 GB58 tok/s277K ctx
dense
IntelNeural Chat 7B
C49
7B11.0 GB71 tok/s8K ctx
dense
UnslothDeepSeek R1 0528 Qwen3 8B
C49
8B10.6 GB58 tok/s277K ctx
dense
Yi Coder 9B Chat
C49
9B11.3 GB51 tok/s237K ctx
dense
glm 4 9b chat 1m
C49
9B11.3 GB51 tok/s237K ctx
dense
Meta Llama 3 8B Instruct
C49
8B10.6 GB58 tok/s277K ctx
dense
UnslothDeepSeek R1 Distill Llama 8B
C49
8B10.6 GB58 tok/s277K ctx
dense
Dolphin3.0 Llama3.1 8B
C49
8B10.6 GB58 tok/s277K ctx
dense
Llama 3 8B Instruct 32k v0.1
C49
8B10.6 GB58 tok/s277K ctx
dense
Llama 2 7B Chat
C49
7B9.9 GB66 tok/s329K ctx
dense
Meta Llama 3.1 8B Instruct
C49
8B10.6 GB58 tok/s277K ctx
dense
vntl llama3 8b v2
C49
8B10.6 GB58 tok/s277K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C49
8B10.6 GB58 tok/s277K ctx
dense
Mistral 7B Instruct v0.2
C49
7B9.9 GB66 tok/s329K ctx
dense
Yi 1.5 9B Chat
C49
9B11.3 GB51 tok/s237K ctx
dense
solar finalised finetuned Model 10.7B i1
C49
10.7B12.6 GB40 tok/s186K ctx
dense
Mistral 7B Instruct v0.3
C49
7B9.9 GB66 tok/s329K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C49
8B10.6 GB58 tok/s277K ctx
dense
Qwen3 8B DeepSeek v3.2 Speciale Distill
C49
8B10.6 GB58 tok/s277K ctx
dense
SOLAR 10.7B v1.0
C49
10.7B12.6 GB40 tok/s186K ctx
dense
01.AIYi 1.5 6B
C49
6B9.4 GB84 tok/s4K ctx
dense
Hermes 3 Llama 3.1 8B
C49
8B10.6 GB58 tok/s277K ctx
dense
HelpingAI2.5 10B i1
C49
10B12.1 GB46 tok/s205K ctx
dense
Hermes 2 Pro Llama 3 8B
C49
8B10.6 GB58 tok/s277K ctx
dense
Dolphin3.0 Llama3.1 8B
C49
8B10.6 GB58 tok/s277K ctx
dense
granite 8b code instruct 4k
C49
8B10.6 GB58 tok/s277K ctx
dense
dolphin 2.9.4 llama3.1 8b
C49
8B10.6 GB58 tok/s277K ctx
dense
falcon mamba 7b instruct Q4 K M
C49
7B9.9 GB70 tok/s329K ctx
dense
GoogleGemma 2 2B
C49
2B7.6 GB28 tok/s8K ctx
dense
Yi 1.5 6B Chat
C49
6B9.2 GB77 tok/s398K ctx
dense
Mistral 7B Instruct v0.3
C49
7B9.9 GB66 tok/s329K ctx
dense
Yi 9B Coder i1
C49
9B11.3 GB51 tok/s237K ctx
dense
Hermes 2 Pro Mistral 7B
C49
7B9.9 GB66 tok/s329K ctx
dense
openchat 3.6 8b 20240522 IMat
C49
8B10.6 GB58 tok/s277K ctx
dense
zephyr 7B beta
C49
7B9.9 GB66 tok/s329K ctx
dense
EXAONE 3.5 7.8B Instruct
C49
7.8B10.5 GB59 tok/s287K ctx
dense
aya expanse 8b
C49
8B10.6 GB58 tok/s277K ctx
dense
Nous Hermes 2 Mistral 7B DPO
C49
7B9.9 GB66 tok/s329K ctx
dense
HelpingAI2 9B
C49
9B11.3 GB51 tok/s237K ctx
dense
stablelm 2 zephyr 1 6b
C49
6B9.2 GB77 tok/s398K ctx
dense
EXAONE 3.5 7.8B Instruct
C49
7.8B10.5 GB59 tok/s287K ctx
dense
dolphin v2 8b abliterated i1
C49
8B10.6 GB58 tok/s277K ctx
dense
Falcon H1R 7B
C49
7B9.9 GB66 tok/s329K ctx
dense
EXAONE 3.5 7.8B Instruct i1
C49
7.8B10.5 GB59 tok/s287K ctx
dense
HelpingAI2 9B i1
C49
9B11.3 GB51 tok/s237K ctx
dense
exaone 3.0 7.8b it
C49
7.8B10.5 GB59 tok/s287K ctx
dense
Helply 10.2b chat i1
C49
10.2B12.2 GB42 tok/s200K ctx
dense
aya expanse 8b orthogonal heretic i1
C49
8B10.6 GB58 tok/s277K ctx
dense
HelpingAI 9B 200k i1
C49
9B11.3 GB51 tok/s237K ctx
dense
zephyr 7B alpha
C49
7B9.9 GB66 tok/s329K ctx
dense
speechless zephyr code functionary 7b
C49
7B9.9 GB66 tok/s329K ctx
dense
Mamba Codestral 7B v0.1
C49
7B9.9 GB70 tok/s329K ctx
dense
HelpingAI 9B i1
C49
9B11.3 GB51 tok/s237K ctx
dense
StarCoder2 7B
C49
7B9.9 GB66 tok/s329K ctx
dense
japanese stablelm instruct gamma 7B
C49
7B9.9 GB66 tok/s329K ctx
dense
aya expanse 8b orthogonal heretic
C49
8B10.6 GB58 tok/s277K ctx
dense
Yi 1.5 6B Chat
C49
6B9.2 GB77 tok/s398K ctx
dense
Falcon H1 7B Instruct
C49
7B9.9 GB66 tok/s329K ctx
dense
stablelm 2 1 6b chat imatrix
C49
6B9.2 GB77 tok/s398K ctx
dense
UnslothFalcon H1R 7B
C49
7B9.9 GB66 tok/s329K ctx
dense
Liquid AILFM2.5 350M
C49
0.35B5.2 GB5 tok/s128K ctx
dense
NVIDIANemotron Mini 4B
C49
4B9.2 GB56 tok/s4K ctx
dense
internlm2 5 1 8b chat i1
C49
8B10.6 GB58 tok/s277K ctx
dense
internlm3 8b instruct abliterated i1
C49
8B10.6 GB58 tok/s277K ctx
dense
GoogleGemma 3 1B
C49
1B5.8 GB14 tok/s33K ctx
dense
stabilityai japanese stablelm base gamma 7b
C49
7B9.9 GB66 tok/s329K ctx
dense
baichuan2 7b chat
C49
7B9.9 GB66 tok/s329K ctx
dense
DiscoPOP zephyr 7b gemma
C49
7B9.9 GB66 tok/s329K ctx
dense
starcoder2 7b
C49
7B9.9 GB66 tok/s329K ctx
dense
zephyr 7b beta Mistral 7B Instruct v0.2
C49
7B9.9 GB66 tok/s329K ctx
dense
OpenChat 3.5 7B Qwen v2.0 i1
C49
7B9.9 GB66 tok/s329K ctx
dense
OpenChat 3.5 7B Starling v2.0 i1
C49
7B9.9 GB66 tok/s329K ctx
dense
internlm2 math plus 7b IMat
C49
7B9.9 GB66 tok/s329K ctx
dense
CodeNinja 1.0 OpenChat 7B i1
C49
7B9.9 GB66 tok/s329K ctx
dense
internlm2 5 7b chat i1
C49
7B9.9 GB66 tok/s329K ctx
dense
OpenSafetyLab MD Judge v0 2 internlm2 7b
C49
7B9.9 GB66 tok/s329K ctx
dense
MD Judge v0 2 internlm2 7b i1
C48
7B9.9 GB66 tok/s329K ctx
dense
zephyr 7b gemma sft african ultrachat 100k
C48
7B9.9 GB66 tok/s329K ctx
dense
jointpreferences mistral 7b sft helpful
C48
7B9.9 GB66 tok/s329K ctx
dense
HelpingAI2 6B
C48
6B9.2 GB77 tok/s398K ctx
dense
zephyr 7b dpo full i1
C48
7B9.9 GB66 tok/s329K ctx
dense
blossom v3 baichuan2 7b i1
C48
7B9.9 GB66 tok/s329K ctx
dense
blossom v1 baichuan 7b i1
C48
7B9.9 GB66 tok/s329K ctx
dense
HelpingAI2 6B i1
C48
6B9.2 GB77 tok/s398K ctx
dense
BigCodeStarCoder2 7B
C48
7B9.5 GB72 tok/s16K ctx
dense
HelpingAI2.5 5B i1
C47
5B8.4 GB70 tok/s494K ctx
dense
AlibabaQwen 2.5 Coder 0.5B
C47
0.5B5.3 GB7 tok/s131K ctx
dense
UnslothQwen3.5 4B
C47
4B7.7 GB56 tok/s638K ctx
dense
gemma 3 4b it
C47
4B7.7 GB56 tok/s638K ctx
dense
gemma 3 4b it
C47
4B7.7 GB56 tok/s638K ctx
dense
Llama 3.2 3B Instruct
C46
3B7.3 GB42 tok/s863K ctx
dense
AlibabaQwen 3 0.6B
C45
0.6B6.0 GB8 tok/s33K ctx
dense
QwenQwen2.5 3B Instruct
C45
3B7.0 GB42 tok/s878K ctx
dense
MetaLlama 3.2 1B
C45
1B5.9 GB14 tok/s128K ctx
dense
Llama 3.2 3B Instruct
C45
3B7.0 GB42 tok/s878K ctx
dense
Ministral 3 3B Instruct 2512
C45
3B7.0 GB42 tok/s878K ctx
dense
HELVETE 3B
C45
3B7.0 GB42 tok/s878K ctx
dense
Hermes 3 Llama 3.2 3B
C45
3B7.0 GB42 tok/s878K ctx
dense
stablelm zephyr 3b
C45
3B7.0 GB42 tok/s878K ctx
dense
StarCoder2 3B
C45
3B7.0 GB42 tok/s878K ctx
dense
AI21 Jamba Reasoning 3B
C45
3B7.0 GB42 tok/s878K ctx
dense
stablelm 3b 4e1t
C45
3B7.0 GB42 tok/s878K ctx
dense
ai21labs AI21 Jamba Reasoning 3B
C45
3B7.0 GB42 tok/s878K ctx
dense
ai21labs AI21 Jamba2 3B
C45
3B7.0 GB42 tok/s878K ctx
dense
HelpingAI 3B hindi i1
C45
3B7.0 GB42 tok/s878K ctx
dense
AI21 Jamba2 3B
C45
3B7.0 GB42 tok/s878K ctx
dense
HelpingAI 3B hindi
C45
3B7.0 GB42 tok/s878K ctx
dense
AI21 Jamba2 3B i1
C45
3B7.0 GB42 tok/s878K ctx
dense
gemma 2 2b it
C44
2B6.7 GB28 tok/s1331K ctx
dense
EXAONE 3.5 2.4B Instruct
C44
2.4B6.5 GB34 tok/s1119K ctx
dense
BigCodeStarCoder2 3B
C44
3B7.1 GB42 tok/s16K ctx
dense
Googlegemma 2b
C44
2B6.2 GB28 tok/s1359K ctx
dense
Gemmasutra Mini 2B v1
C43
2B6.2 GB28 tok/s1359K ctx
dense
gemma 2 2b it
C43
2B6.2 GB28 tok/s1359K ctx
dense
AlibabaQwen 3.5 0.6B
C43
0.6B6.0 GB8 tok/s131K ctx
dense
QwenQwen2.5 1.5B Instruct
C42
1.5B5.9 GB21 tok/s1840K ctx
dense
UnslothDeepSeek R1 Distill Qwen 1.5B
C42
1.5B5.9 GB21 tok/s1840K ctx
dense
Yi Coder 1.5B Chat
C42
1.5B5.9 GB21 tok/s1840K ctx
dense
stablelm 2 zephyr 1.6b
C42
1.6B6.0 GB22 tok/s1720K ctx
dense
logos16v2 stablelm2 1.6b i1
C42
1.6B6.0 GB22 tok/s1720K ctx
dense
Yi Coder 1.5B
C42
1.5B5.9 GB21 tok/s1840K ctx
dense
UnslothFalcon H1 1.5B Instruct
C42
1.5B5.9 GB21 tok/s1840K ctx
dense
TinyLlama 1.1B Chat v1.0
C41
1.1B5.6 GB15 tok/s2540K ctx
dense
EXAONE 4.0 1.2B
C41
1.2B5.7 GB17 tok/s2321K ctx
dense
Llama 3.2 1B Instruct Q8 0
C41
1B5.7 GB14 tok/s2773K ctx
dense
AlibabaQwen 2.5 0.5B
C41
0.5B5.3 GB7 tok/s131K ctx
dense
TinyLlama 1.1B Chat v0.3
C41
1.1B5.6 GB15 tok/s2540K ctx
dense
TinyLlamaTinyLlama 1.1B Chat v0.6
C41
1.1B5.6 GB15 tok/s2540K ctx
dense
01.AIYi 34B Chat
C41
34B29.2 GB21 tok/s4K ctx
dense
Llama 3.2 1B Instruct
C41
1B5.5 GB14 tok/s2802K ctx
dense
gemma 3 1b it
C40
1B5.5 GB14 tok/s2802K ctx
dense
TinyLlama 1.1B Chat v1.0 imatrix
C40
1.1B5.6 GB15 tok/s2540K ctx
dense
Falcon3 1B Instruct abliterated
C40
1B5.5 GB14 tok/s2802K ctx
dense
F

F Tier -- Can't Run (70 models)

Too heavy for this hardware.

UnslothQwen3.5 35B A3B
D39
35B30.2 GB18 tok/s4K ctx
dense
EXAONE 4.0 32B
D39
32B28.1 GB21 tok/s7K ctx
dense
aya expanse 32b heretic MPOA i1
D39
32B28.1 GB21 tok/s7K ctx
dense
Baichuan M2 32B Q4 K M
D39
32B28.1 GB21 tok/s7K ctx
dense
Qwen3.5 35B A3B
D39
35B30.2 GB18 tok/s4K ctx
dense
baichuan inc Baichuan M2 32B
D39
32B28.1 GB21 tok/s7K ctx
dense
SmolVLM 500M Instruct
D38
0.5B5.3 GB7 tok/s3316K ctx
dense
embeddinggemma 300M
D37
0.3B5.1 GB4 tok/s3342K ctx
dense
granite embedding 107m multilingual
D35
0.11B5.0 GB2 tok/s3371K ctx
dense
Falcon H1 Tiny 90M Instruct
D34
0.09B4.9 GB2 tok/s3372K ctx
dense
Hermes 4.3 36B
D32
36B31.0 GB17 tok/s4K ctx
dense
MetaLlama 3.1 70B
F0
70B52.4 GB6 tok/s4K ctx
dense
MetaLlama 3.3 70B
F0
70B52.4 GB6 tok/s4K ctx
dense
AlibabaQwen 2.5 72B
F0
72B53.6 GB5 tok/s4K ctx
dense
AlibabaQwen 3 235B A22B
F0
235B151.0 GB2 tok/s4K ctx
moe
AlibabaQwen3-Coder-Next
F0
80B55.1 GB9 tok/s4K ctx
moe
AlibabaQwen3-Coder 480B A35B Instruct
F0
480B300.5 GB2 tok/s4K ctx
moe
AlibabaQwen 3.5 122B A10B
F0
122B81.6 GB7 tok/s4K ctx
moe
AlibabaQwen 3.5 397B A17B
F0
397B249.8 GB2 tok/s4K ctx
moe
GoogleGemma 2 27B
F0
27B32.5 GB15 tok/s7K ctx
dense
GoogleGemma 3 27B
F0
27B32.5 GB15 tok/s7K ctx
dense
MistralMixtral 8x7B
F0
47B35.4 GB12 tok/s4K ctx
moe
MistralMixtral 8x22B
F0
141B94.2 GB3 tok/s4K ctx
moe
TIIFalcon 40B Instruct
F0
40B35.4 GB12 tok/s4K ctx
dense
MosaicMLMPT-30B-Instruct
F0
30B49.8 GB10 tok/s4K ctx
dense
MistralDevstral 2 123B Instruct
F0
123B85.2 GB3 tok/s4K ctx
dense
MistralMistral Small 4 119B
F0
119B82.7 GB8 tok/s4K ctx
moe
MistralLeanstral 119B A6B
F0
119B86.2 GB7 tok/s4K ctx
moe
MistralMistral Large 3
F0
675B421.9 GB2 tok/s4K ctx
+1moe
Z.aiGLM-5
F0
744B477.7 GB2 tok/s4K ctx
moe
Z.aiGLM-5.1
F0
754B483.8 GB2 tok/s4K ctx
moe
Moonshot AIKimi K2.5
F0
1000B622.2 GB2 tok/s4K ctx
moe
Moonshot AIKimi K2.6
F0
1000B622.2 GB2 tok/s4K ctx
+1moe
Moonshot AIKimi Linear 48B A3B
F0
48B35.0 GB11 tok/s4K ctx
linear
InternLMInternLM 20B
F0
20B37.5 GB15 tok/s6K ctx
dense
DeepSeekDeepSeek V3 671B
F0
671B473.7 GB2 tok/s4K ctx
moe
DeepSeekDeepSeek V3.1 671B
F0
671B473.7 GB2 tok/s4K ctx
moe
DeepSeekDeepSeek V4 Pro
F0
1600B868.6 GB2 tok/s4K ctx
moe
DeepSeekDeepSeek V4 Flash
F0
284B164.1 GB4 tok/s4K ctx
moe
DeepSeekDeepSeek R1 671B
F0
671B473.7 GB2 tok/s4K ctx
moe
DeepSeekDeepSeek Coder V2 236B
F0
236B207.3 GB3 tok/s4K ctx
moe
DeepSeekDeepSeek V2.5 236B
F0
236B207.3 GB3 tok/s4K ctx
moe
DeepSeekDeepSeek LLM 67B
F0
67B51.5 GB6 tok/s4K ctx
dense
MetaLlama 4 Scout 17B 16E
F0
109B74.2 GB4 tok/s4K ctx
moe
MetaLlama 4 Maverick 17B 128E
F0
400B251.7 GB2 tok/s4K ctx
moe
CohereCommand R+ 104B
F0
104B71.6 GB4 tok/s4K ctx
dense
CohereCommand A 111B
F0
111B76.4 GB4 tok/s4K ctx
dense
Mistral AIPixtral Large 124B
F0
124B85.8 GB3 tok/s4K ctx
dense
AlibabaQwen 2.5 VL 72B
F0
72B53.6 GB5 tok/s4K ctx
dense
AlibabaQwen 2.5 Math 72B
F0
72B53.6 GB5 tok/s4K ctx
dense
NVIDIANemotron 70B
F0
70B52.4 GB6 tok/s4K ctx
dense
MetaLlama 3.1 405B
F0
405B259.5 GB2 tok/s4K ctx
dense
DeepSeekDeepSeek R1 Distill 70B
F0
70B52.4 GB6 tok/s4K ctx
dense
OpenAIGPT-OSS 120B
F0
117B81.0 GB3 tok/s4K ctx
dense
GoogleGemma 4 31B
F0
30.7B38.2 GB12 tok/s4K ctx
dense
DeepSeekDeepSeek V3.2
F0
671B414.6 GB2 tok/s4K ctx
moe
MiniMax M2.7
F0
230B148.9 GB4 tok/s4K ctx
moe
Z.aiGLM-5.2
F0
753.3B483.3 GB2 tok/s4K ctx
moe
Solar Open 100B
F0
100B77.5 GB4 tok/s4K ctx
dense
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored
F0
48B39.7 GB9 tok/s4K ctx
dense
K EXAONE 236B A23B
F0
236B176.4 GB2 tok/s4K ctx
dense
Llama 3.3 70B Instruct
F0
70B55.7 GB5 tok/s4K ctx
dense
Baichuan M3 235B
F0
235B175.7 GB2 tok/s4K ctx
dense
Baichuan M3 235B i1
F0
235B175.7 GB2 tok/s4K ctx
dense
BaichuanMed OCR 72B i1
F0
72B57.1 GB5 tok/s4K ctx
dense
Solar Open 100B i1
F0
100B77.5 GB4 tok/s4K ctx
dense
Solar Open 69B REAP i1
F0
69B55.0 GB5 tok/s4K ctx
dense
stabilityai japanese stablelm instruct beta 70b
F0
70B55.7 GB5 tok/s4K ctx
dense
UnslothQwen3.5 122B A10B
F0
122B78.9 GB3 tok/s4K ctx
dense
UnslothQwen3.5 397B A17B
F0
397B293.5 GB2 tok/s4K ctx
dense

Compare with...

See How Other Hardware Stacks Up

Check tier lists for similar GPUs and Apple Silicon configs