VOOZH about

URL: https://willitrunai.com/my-results/m1-16gb

⇱ MacBook Air M1 16GB AI Tier List: 212 models ranked | WillItRunAI


AI Compatibility Tier List

MacBook Air M1 16GB

374 AI models ranked by how well they run on your 16 GB unified memory hardware. Best match: Qwen 3.5 4B (score: 90).

374

Models tested

212

Can run

16 GB

unified memory

18

Best tok/s

Tier Distribution

S 4
A 27
B 30
C 151
F 162
S: 4A: 27B: 30C: 151F: 162
S

S Tier -- Perfect Fit (4 models)

These models run flawlessly with headroom to spare.

👁 Alibaba
Qwen 3.5 4B
S90
4B7.3 GB18 tok/s47K ctx
dense
👁 Alibaba
Qwen 3.5 9B
S88
9B10.3 GB8 tok/s25K ctx
dense
👁 Alibaba
Qwen 3 8B
S86
8B9.7 GB9 tok/s29K ctx
dense
👁 Microsoft
Phi-4 Mini Reasoning 4B
S86
3.8B6.4 GB19 tok/s72K ctx
dense
A

A Tier -- Great Fit (27 models)

Excellent performance with comfortable memory margins.

👁 Jina AI
Jina Embeddings v3
A82
0.57B5.8 GB8 tok/s8K ctx
dense
👁 Alibaba
Qwen 3 4B
A82
4B7.3 GB18 tok/s33K ctx
dense
👁 NVIDIA
Nemotron Nano 8B
A82
8B9.5 GB9 tok/s33K ctx
dense
👁 Defog
SQLCoder 7B
A80
7B8.9 GB10 tok/s8K ctx
dense
👁 BAAI
BGE M3
A79
0.57B4.9 GB8 tok/s8K ctx
dense
👁 Alibaba
Qwen 2.5 VL 7B
A79
7B7.8 GB10 tok/s33K ctx
dense
👁 InternLM
InternVL2 8B
A79
8B9.5 GB9 tok/s8K ctx
dense
👁 Magistral AI
Magistral 7B
A78
7B8.9 GB10 tok/s8K ctx
dense
👁 Mistral
Ministral 3 8B
A77
8B9.7 GB9 tok/s29K ctx
multimodal
👁 OpenBMB
MiniCPM-V 2.6 8B
A77
8B9.5 GB9 tok/s2K ctx
dense
👁 Tsinghua/Zhipu
CodeGeeX 4 9B
A77
9B8.7 GB8 tok/s89K ctx
dense
👁 Google
Gemma 4 E4B
A76
8B8.8 GB7 tok/s50K ctx
dense
👁 Mixedbread AI
mxbai Embed Large
A76
0.34B4.8 GB5 tok/s1K ctx
dense
👁 Alibaba
Qwen 2.5 Coder 3B
A76
3B6.7 GB23 tok/s51K ctx
dense
👁 NVIDIA
Nemotron Nano 9B v2
A76
9B10.6 GB8 tok/s22K ctx
dense
👁 Alibaba
Qwen 2.5 7B
A75
7B7.8 GB10 tok/s87K ctx
dense
👁 DevStral AI
DevStral 7B
A75
7B8.9 GB10 tok/s8K ctx
dense
👁 Snowflake
Snowflake Arctic Embed L
A75
0.34B4.8 GB5 tok/s1K ctx
dense
👁 Mistral AI
Codestral Mamba 7B
A74
7B7.4 GB11 tok/s151K ctx
state-space
👁 BAAI
BGE Large EN v1.5
A73
0.34B4.8 GB5 tok/s1K ctx
dense
👁 IBM
Granite Code 8B
A72
8B9.5 GB9 tok/s8K ctx
dense
👁 IBM
Granite 4.1 8B
A71
8B9.9 GB9 tok/s26K ctx
dense
👁 Alibaba
Qwen 3.5 2B
A71
2B5.6 GB28 tok/s72K ctx
dense
👁 Zhipu
GLM-4 9B
A71
9B8.7 GB8 tok/s89K ctx
dense
👁 WizardLM
WizardMath 7B
A71
7B8.9 GB10 tok/s4K ctx
dense
👁 Allen AI
OLMo 2 7B
A71
7B8.9 GB10 tok/s4K ctx
dense
👁 Google
Gemma 3 4B
A70
4B7.1 GB13 tok/s50K ctx
dense
B

B Tier -- Good Fit (30 models)

Solid performance, may need quantization or reduced context.

👁 Google
Gemma 4 E2B
B70
5.1B6.3 GB11 tok/s128K ctx
dense
👁 Mistral
Ministral 3 3B
B70
3B5.2 GB24 tok/s154K ctx
multimodal
👁 Alibaba
Qwen 2.5 Coder 7B
B69
7B7.8 GB10 tok/s87K ctx
dense
👁 Nomic AI
Nomic Embed Text v1.5
B69
0.14B3.5 GB2 tok/s8K ctx
dense
👁 Microsoft
Phi 4 Mini 4B
B69
4B6.5 GB18 tok/s70K ctx
dense
👁 Alibaba
Qwen 3 14B
B69
14B13.6 GB4 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 3B
B69
3B6.7 GB23 tok/s51K ctx
dense
B68
7B9.8 GB10 tok/s8K ctx
dense
👁 Meta
Llama 3.1 8B
B68
8B9.5 GB9 tok/s33K ctx
dense
👁 Alibaba
Qwen 3 1.7B
B67
1.7B5.4 GB24 tok/s33K ctx
dense
👁 DeepSeek
DeepSeek R1 Distill 7B
B66
7B7.8 GB10 tok/s33K ctx
dense
👁 IBM
Granite Code 3B
B66
3B6.9 GB22 tok/s8K ctx
dense
7B8.9 GB10 tok/s4K ctx
dense
👁 Microsoft
Phi 3 Mini 3.8B
B66
3.8B10.8 GB18 tok/s18K ctx
dense
👁 IBM
Granite 4.1 3B
B65
3B5.7 GB24 tok/s93K ctx
dense
👁 TII
Falcon 7B Instruct
B64
7B7.0 GB11 tok/s8K ctx
dense
👁 Microsoft
Phi 3.5 Mini 4B
B64
4B10.9 GB17 tok/s18K ctx
dense
👁 Alibaba
Qwen 2.5 Coder 1.5B
B63
1.5B4.0 GB21 tok/s33K ctx
dense
👁 Mistral
Ministral 3 14B
B63
14B13.6 GB4 tok/s4K ctx
multimodal
👁 DeepSeek
DeepSeek R1 Distill 8B
B63
8B9.5 GB9 tok/s33K ctx
dense
B63
0.02B2.9 GB2 tok/s0K ctx
dense
👁 Mistral
Mistral 7B Instruct v0.3
B62
7B8.9 GB10 tok/s8K ctx
dense
👁 Meta
Llama 3.2 3B
B62
3B6.2 GB24 tok/s66K ctx
dense
👁 AllenAI
OLMo 2 13B
B62
13B13.0 GB5 tok/s6K ctx
dense
👁 Meta
Llama 3.2 11B Vision
B60
11B11.3 GB7 tok/s16K ctx
vision
👁 Mistral AI
Pixtral 12B
B59
12B12.4 GB5 tok/s10K ctx
dense
👁 01.AI
Yi Coder 9B
B58
9B9.6 GB8 tok/s37K ctx
dense
B57
3B6.4 GB24 tok/s58K ctx
dense
👁 Mistral
Ministral 8B
B56
8B9.7 GB9 tok/s29K ctx
dense
👁 DeepSeek
DeepSeek R1 1.5B
B55
1.5B4.0 GB21 tok/s33K ctx
dense
C

C Tier -- Tight Fit (151 models)

Runs with offloading or significant compromises.

👁 TinyLlama
TinyLlama 1.1B
C54
1.1B3.6 GB15 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 Math 7B
C54
7B7.8 GB10 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 1.5B
C53
1.5B4.0 GB21 tok/s131K ctx
dense
👁 Google
Gemma 2 2B
C53
2B5.4 GB27 tok/s8K ctx
dense
👁 OpenChat
OpenChat 7B
C52
7B8.9 GB10 tok/s8K ctx
dense
👁 IBM
Granite 3.1 8B
C52
8B9.5 GB10 tok/s33K ctx
state-space
👁 Teknium
OpenHermes 2.5 7B
C51
7B8.9 GB10 tok/s8K ctx
dense
👁 01.AI
Yi 1.5 9B
C51
9B9.6 GB8 tok/s4K ctx
dense
👁 Google
Gemma 3 1B
C51
1B3.6 GB14 tok/s33K ctx
dense
👁 Hugging Face H4
Zephyr 7B Beta
C50
7B8.9 GB10 tok/s33K ctx
dense
👁 NVIDIA
Nemotron Mini 4B
C50
4B7.0 GB18 tok/s4K ctx
dense
👁 UC Berkeley
Starling LM 7B
C50
7B8.9 GB10 tok/s8K ctx
dense
Meta Llama 3.1 8B Instruct
C50
8B8.4 GB8 tok/s68K ctx
dense
llava llama 3 8b v1 1
C50
8B8.4 GB8 tok/s68K ctx
dense
👁 Unsloth
DeepSeek R1 0528 Qwen3 8B
C50
8B8.4 GB8 tok/s68K ctx
dense
Meta Llama 3 8B Instruct
C50
8B8.4 GB8 tok/s68K ctx
dense
👁 Unsloth
DeepSeek R1 Distill Llama 8B
C50
8B8.4 GB8 tok/s68K ctx
dense
Dolphin3.0 Llama3.1 8B
C49
8B8.4 GB8 tok/s68K ctx
dense
Llama 3 8B Instruct 32k v0.1
C49
8B8.4 GB8 tok/s68K ctx
dense
Meta Llama 3.1 8B Instruct
C49
8B8.4 GB8 tok/s68K ctx
dense
vntl llama3 8b v2
C49
8B8.4 GB8 tok/s68K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C49
8B8.4 GB8 tok/s68K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C49
8B8.4 GB8 tok/s68K ctx
dense
Llama 2 7B Chat
C49
7B7.7 GB10 tok/s90K ctx
dense
Qwen3 8B DeepSeek v3.2 Speciale Distill
C49
8B8.4 GB8 tok/s68K ctx
dense
Mistral 7B Instruct v0.2
C49
7B7.7 GB10 tok/s90K ctx
dense
falcon mamba 7b instruct Q4 K M
C49
7B7.7 GB11 tok/s90K ctx
dense
Hermes 3 Llama 3.1 8B
C49
8B8.4 GB8 tok/s68K ctx
dense
👁 Unsloth
Qwen3.5 9B
C49
9B9.2 GB7 tok/s52K ctx
dense
Qwen3.5 9B Uncensored HauhauCS Aggressive
C49
9B9.2 GB7 tok/s52K ctx
dense
Mistral 7B Instruct v0.3
C49
7B7.7 GB10 tok/s90K ctx
dense
Hermes 2 Pro Llama 3 8B
C49
8B8.4 GB8 tok/s68K ctx
dense
Dolphin3.0 Llama3.1 8B
C49
8B8.4 GB8 tok/s68K ctx
dense
granite 8b code instruct 4k
C49
8B8.4 GB8 tok/s68K ctx
dense
dolphin 2.9.4 llama3.1 8b
C49
8B8.4 GB8 tok/s68K ctx
dense
EXAONE 3.5 7.8B Instruct
C49
7.8B8.3 GB9 tok/s72K ctx
dense
👁 Intel
Neural Chat 7B
C49
7B8.9 GB10 tok/s8K ctx
dense
👁 Google
Gemma 2 9B
C49
9B13.2 GB5 tok/s8K ctx
dense
Qwen3.5 9B
C49
9B9.2 GB7 tok/s52K ctx
dense
EXAONE 3.5 7.8B Instruct
C49
7.8B8.3 GB9 tok/s72K ctx
dense
openchat 3.6 8b 20240522 IMat
C49
8B8.4 GB8 tok/s68K ctx
dense
EXAONE 3.5 7.8B Instruct i1
C49
7.8B8.3 GB9 tok/s72K ctx
dense
aya expanse 8b
C49
8B8.4 GB8 tok/s68K ctx
dense
Mamba Codestral 7B v0.1
C49
7B7.7 GB11 tok/s90K ctx
dense
exaone 3.0 7.8b it
C49
7.8B8.3 GB9 tok/s72K ctx
dense
dolphin v2 8b abliterated i1
C49
8B8.4 GB8 tok/s68K ctx
dense
Mistral 7B Instruct v0.3
C49
7B7.7 GB10 tok/s90K ctx
dense
Hermes 2 Pro Mistral 7B
C49
7B7.7 GB10 tok/s90K ctx
dense
aya expanse 8b orthogonal heretic i1
C49
8B8.4 GB8 tok/s68K ctx
dense
zephyr 7B beta
C49
7B7.7 GB10 tok/s90K ctx
dense
Yi Coder 9B Chat
C49
9B9.2 GB7 tok/s52K ctx
dense
Nous Hermes 2 Mistral 7B DPO
C49
7B7.7 GB10 tok/s90K ctx
dense
glm 4 9b chat 1m
C49
9B9.2 GB7 tok/s52K ctx
dense
Falcon H1R 7B
C49
7B7.7 GB10 tok/s90K ctx
dense
aya expanse 8b orthogonal heretic
C49
8B8.4 GB8 tok/s68K ctx
dense
zephyr 7B alpha
C49
7B7.7 GB10 tok/s90K ctx
dense
speechless zephyr code functionary 7b
C49
7B7.7 GB10 tok/s90K ctx
dense
StarCoder2 7B
C49
7B7.7 GB10 tok/s90K ctx
dense
Yi 1.5 9B Chat
C49
9B9.2 GB7 tok/s52K ctx
dense
japanese stablelm instruct gamma 7B
C49
7B7.7 GB10 tok/s90K ctx
dense
internlm2 5 1 8b chat i1
C49
8B8.4 GB8 tok/s68K ctx
dense
internlm3 8b instruct abliterated i1
C49
8B8.4 GB8 tok/s68K ctx
dense
👁 01.AI
Yi 1.5 6B
C49
6B7.3 GB12 tok/s4K ctx
dense
Falcon H1 7B Instruct
C49
7B7.7 GB10 tok/s90K ctx
dense
👁 Unsloth
Falcon H1R 7B
C49
7B7.7 GB10 tok/s90K ctx
dense
stabilityai japanese stablelm base gamma 7b
C49
7B7.7 GB10 tok/s90K ctx
dense
baichuan2 7b chat
C49
7B7.7 GB10 tok/s90K ctx
dense
DiscoPOP zephyr 7b gemma
C49
7B7.7 GB10 tok/s90K ctx
dense
starcoder2 7b
C49
7B7.7 GB10 tok/s90K ctx
dense
zephyr 7b beta Mistral 7B Instruct v0.2
C49
7B7.7 GB10 tok/s90K ctx
dense
OpenChat 3.5 7B Qwen v2.0 i1
C49
7B7.7 GB10 tok/s90K ctx
dense
OpenChat 3.5 7B Starling v2.0 i1
C49
7B7.7 GB10 tok/s90K ctx
dense
internlm2 math plus 7b IMat
C49
7B7.7 GB10 tok/s90K ctx
dense
Yi 9B Coder i1
C49
9B9.2 GB7 tok/s52K ctx
dense
CodeNinja 1.0 OpenChat 7B i1
C49
7B7.7 GB10 tok/s90K ctx
dense
internlm2 5 7b chat i1
C49
7B7.7 GB10 tok/s90K ctx
dense
OpenSafetyLab MD Judge v0 2 internlm2 7b
C49
7B7.7 GB10 tok/s90K ctx
dense
MD Judge v0 2 internlm2 7b i1
C49
7B7.7 GB10 tok/s90K ctx
dense
zephyr 7b gemma sft african ultrachat 100k
C49
7B7.7 GB10 tok/s90K ctx
dense
jointpreferences mistral 7b sft helpful
C49
7B7.7 GB10 tok/s90K ctx
dense
HelpingAI2 9B
C49
9B9.2 GB7 tok/s52K ctx
dense
zephyr 7b dpo full i1
C49
7B7.7 GB10 tok/s90K ctx
dense
blossom v3 baichuan2 7b i1
C49
7B7.7 GB10 tok/s90K ctx
dense
blossom v1 baichuan 7b i1
C48
7B7.7 GB10 tok/s90K ctx
dense
👁 Alibaba
Qwen 2.5 Coder 0.5B
C48
0.5B3.1 GB7 tok/s131K ctx
dense
HelpingAI2 9B i1
C48
9B9.2 GB7 tok/s52K ctx
dense
HelpingAI 9B 200k i1
C48
9B9.2 GB7 tok/s52K ctx
dense
HelpingAI 9B i1
C48
9B9.2 GB7 tok/s52K ctx
dense
Yi 1.5 6B Chat
C48
6B7.0 GB11 tok/s119K ctx
dense
stablelm 2 zephyr 1 6b
C48
6B7.0 GB11 tok/s119K ctx
dense
👁 Cohere
Aya Expanse 8B
C48
8B9.5 GB9 tok/s8K ctx
dense
Yi 1.5 6B Chat
C48
6B7.0 GB11 tok/s119K ctx
dense
stablelm 2 1 6b chat imatrix
C48
6B7.0 GB11 tok/s119K ctx
dense
👁 BigCode
StarCoder2 7B
C48
7B7.4 GB10 tok/s16K ctx
dense
HelpingAI2 6B
C48
6B7.0 GB11 tok/s119K ctx
dense
HelpingAI2 6B i1
C48
6B7.0 GB11 tok/s119K ctx
dense
👁 Alibaba
Qwen 3 0.6B
C48
0.6B3.8 GB8 tok/s33K ctx
dense
👁 Meta
Llama 3.2 1B
C47
1B3.7 GB14 tok/s128K ctx
dense
👁 Mistral
Mistral Nemo 12B
C47
12B12.4 GB5 tok/s10K ctx
dense
8B9.5 GB9 tok/s33K ctx
dense
HelpingAI2.5 5B i1
C47
5B6.3 GB13 tok/s160K ctx
dense
👁 Unsloth
Qwen3.5 4B
C47
4B5.5 GB17 tok/s220K ctx
dense
gemma 3 4b it
C47
4B5.5 GB17 tok/s220K ctx
dense
gemma 3 4b it
C47
4B5.5 GB17 tok/s220K ctx
dense
Llama 3.2 3B Instruct
C47
3B5.1 GB19 tok/s306K ctx
dense
gemma 2 2b it
C47
2B4.5 GB26 tok/s495K ctx
dense
👁 Qwen
Qwen2.5 3B Instruct
C47
3B4.8 GB22 tok/s321K ctx
dense
Llama 3.2 3B Instruct
C46
3B4.8 GB22 tok/s321K ctx
dense
Ministral 3 3B Instruct 2512
C46
3B4.8 GB22 tok/s321K ctx
dense
HELVETE 3B
C46
3B4.8 GB22 tok/s321K ctx
dense
Hermes 3 Llama 3.2 3B
C46
3B4.8 GB22 tok/s321K ctx
dense
stablelm zephyr 3b
C46
3B4.8 GB22 tok/s321K ctx
dense
StarCoder2 3B
C46
3B4.8 GB22 tok/s321K ctx
dense
👁 Google
gemma 2b
C46
2B4.1 GB28 tok/s524K ctx
dense
EXAONE 3.5 2.4B Instruct
C46
2.4B4.4 GB28 tok/s423K ctx
dense
AI21 Jamba Reasoning 3B
C46
3B4.8 GB22 tok/s321K ctx
dense
Gemmasutra Mini 2B v1
C46
2B4.1 GB28 tok/s524K ctx
dense
stablelm 3b 4e1t
C46
3B4.8 GB22 tok/s321K ctx
dense
ai21labs AI21 Jamba Reasoning 3B
C46
3B4.8 GB22 tok/s321K ctx
dense
ai21labs AI21 Jamba2 3B
C46
3B4.8 GB22 tok/s321K ctx
dense
gemma 2 2b it
C46
2B4.1 GB28 tok/s524K ctx
dense
HelpingAI 3B hindi i1
C46
3B4.8 GB22 tok/s321K ctx
dense
AI21 Jamba2 3B
C46
3B4.8 GB22 tok/s321K ctx
dense
HelpingAI 3B hindi
C46
3B4.8 GB22 tok/s321K ctx
dense
AI21 Jamba2 3B i1
C46
3B4.8 GB22 tok/s321K ctx
dense
SOLAR 10.7B Instruct v1.0 uncensored
C45
10.7B10.4 GB6 tok/s30K ctx
dense
Nous Hermes 2 SOLAR 10.7B
C45
10.7B10.4 GB6 tok/s30K ctx
dense
👁 Alibaba
Qwen 3.5 0.6B
C45
0.6B3.8 GB8 tok/s131K ctx
dense
👁 BigCode
StarCoder2 3B
C45
3B4.9 GB24 tok/s16K ctx
dense
gemma 3 12b it
C45
12B11.4 GB6 tok/s18K ctx
dense
HelpingAI2.5 10B i1
C45
10B9.9 GB7 tok/s38K ctx
dense
solar finalised finetuned Model 10.7B i1
C45
10.7B10.4 GB6 tok/s30K ctx
dense
SOLAR 10.7B v1.0
C45
10.7B10.4 GB6 tok/s30K ctx
dense
Helply 10.2b chat i1
C45
10.2B10.0 GB7 tok/s36K ctx
dense
👁 Qwen
Qwen2.5 1.5B Instruct
C44
1.5B3.7 GB21 tok/s726K ctx
dense
👁 Unsloth
DeepSeek R1 Distill Qwen 1.5B
C44
1.5B3.7 GB21 tok/s726K ctx
dense
Yi Coder 1.5B Chat
C44
1.5B3.7 GB21 tok/s726K ctx
dense
stablelm 2 zephyr 1.6b
C44
1.6B3.8 GB22 tok/s675K ctx
dense
logos16v2 stablelm2 1.6b i1
C44
1.6B3.8 GB22 tok/s675K ctx
dense
Yi Coder 1.5B
C44
1.5B3.7 GB21 tok/s726K ctx
dense
👁 Unsloth
Falcon H1 1.5B Instruct
C44
1.5B3.7 GB21 tok/s726K ctx
dense
Llama 3.2 1B Instruct Q8 0
C43
1B3.6 GB14 tok/s1102K ctx
dense
EXAONE 4.0 1.2B
C43
1.2B3.5 GB17 tok/s928K ctx
dense
TinyLlama 1.1B Chat v1.0
C43
1.1B3.4 GB15 tok/s1020K ctx
dense
TinyLlama 1.1B Chat v0.3
C42
1.1B3.4 GB15 tok/s1020K ctx
dense
👁 TinyLlama
TinyLlama 1.1B Chat v0.6
C42
1.1B3.4 GB15 tok/s1020K ctx
dense
Llama 3.2 1B Instruct
C42
1B3.4 GB14 tok/s1131K ctx
dense
gemma 3 1b it
C42
1B3.4 GB14 tok/s1131K ctx
dense
👁 Alibaba
Qwen 2.5 0.5B
C42
0.5B3.1 GB7 tok/s131K ctx
dense
TinyLlama 1.1B Chat v1.0 imatrix
C42
1.1B3.4 GB15 tok/s1020K ctx
dense
Falcon3 1B Instruct abliterated
C42
1B3.4 GB14 tok/s1131K ctx
dense
F

F Tier -- Can't Run (162 models)

Too heavy for this hardware.

SmolVLM 500M Instruct
D40
0.5B3.1 GB7 tok/s1357K ctx
dense
embeddinggemma 300M
D38
0.3B3.0 GB4 tok/s1383K ctx
dense
granite embedding 107m multilingual
D36
0.11B2.8 GB2 tok/s1412K ctx
dense
Falcon H1 Tiny 90M Instruct
D35
0.09B2.8 GB2 tok/s1414K ctx
dense
👁 Unsloth
DeepSeek R1 Distill Qwen 14B
D34
14B12.8 GB4 tok/s4K ctx
dense
NousResearch Hermes 4 14B
D34
14B12.8 GB4 tok/s4K ctx
dense
GGUF SOLARized GraniStral 14B 2102 YeAM HCT 32QKV
D34
14B12.8 GB4 tok/s4K ctx
dense
internlm JanusCoder 14B
D34
14B12.8 GB4 tok/s4K ctx
dense
GGUF SOLARized GraniStral 14B 1902 YeAM HCT
D34
14B12.8 GB4 tok/s4K ctx
dense
Phi 4 reasoning vision 15B
D34
15B13.5 GB4 tok/s4K ctx
dense
StarCoder2 15B
D34
15B13.5 GB4 tok/s4K ctx
dense
starcoder2 15b instruct v0.1
D34
15B13.5 GB4 tok/s4K ctx
dense
starcoder2 15b i1
D34
15B13.5 GB4 tok/s4K ctx
dense
starcoder2 15b instruct v0.1
D33
15B13.5 GB4 tok/s4K ctx
dense
HelpingAI 15B i1
D33
15B13.5 GB4 tok/s4K ctx
dense
👁 Meta
Llama 3.1 70B
F0
70B50.2 GB2 tok/s4K ctx
dense
👁 Meta
Llama 3.3 70B
F0
70B50.2 GB2 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 14B
F0
14B14.1 GB4 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 32B
F0
32B26.1 GB2 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 72B
F0
72B51.4 GB2 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 Coder 14B
F0
14B14.1 GB4 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 Coder 32B
F0
32B26.1 GB2 tok/s4K ctx
dense
👁 Alibaba
Qwen 3 32B
F0
32B26.1 GB2 tok/s4K ctx
dense
👁 Alibaba
Qwen 3 235B A22B
F0
235B148.8 GB2 tok/s4K ctx
moe
👁 Alibaba
Qwen 3 30B A3B
F0
30.5B22.7 GB3 tok/s4K ctx
moe
👁 Alibaba
Qwen3-Coder 30B A3B Instruct
F0
30.5B22.7 GB3 tok/s4K ctx
moe
👁 Alibaba
Qwen3-Coder-Next
F0
80B52.9 GB2 tok/s4K ctx
moe
👁 Alibaba
Qwen3-Coder 480B A35B Instruct
F0
480B298.3 GB2 tok/s4K ctx
moe
👁 Alibaba
Qwen3-VL 30B A3B Instruct
F0
30B22.4 GB3 tok/s4K ctx
moe
👁 Alibaba
Qwen 3.5 27B
F0
27B22.3 GB2 tok/s4K ctx
dense
👁 Alibaba
Qwen 3.5 35B A3B
F0
35B25.4 GB3 tok/s4K ctx
moe
👁 Alibaba
Qwen 3.6 35B A3B
F0
35B28.1 GB3 tok/s4K ctx
+1moe
👁 Alibaba
Qwen 3.6 27B
F0
27B20.1 GB2 tok/s4K ctx
+1dense
👁 Alibaba
Qwen 3.5 122B A10B
F0
122B79.5 GB2 tok/s4K ctx
moe
👁 Alibaba
Qwen 3.5 397B A17B
F0
397B247.7 GB2 tok/s4K ctx
moe
👁 Google
Gemma 2 27B
F0
27B30.3 GB2 tok/s4K ctx
dense
👁 Google
Gemma 3 12B
F0
12B14.8 GB3 tok/s5K ctx
dense
👁 Google
Gemma 3 27B
F0
27B30.3 GB2 tok/s4K ctx
dense
👁 Mistral
Mistral Small 24B
F0
24B19.7 GB2 tok/s4K ctx
dense
👁 Mistral
Mistral Small 3.2 24B
F0
24B19.7 GB2 tok/s4K ctx
vision
👁 Mistral
Mixtral 8x7B
F0
47B33.3 GB2 tok/s4K ctx
moe
👁 Mistral
Mixtral 8x22B
F0
141B92.1 GB2 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek R1 Distill 14B
F0
14B14.1 GB4 tok/s4K ctx
dense
👁 DeepSeek
DeepSeek R1 Distill 32B
F0
32B26.1 GB2 tok/s4K ctx
dense
F0
14B14.2 GB4 tok/s4K ctx
dense
👁 Microsoft
Phi-4-reasoning-plus 14B
F0
14.7B14.6 GB4 tok/s4K ctx
dense
👁 IBM
Granite 4.1 30B
F0
30B24.8 GB2 tok/s4K ctx
dense
👁 Cohere
Command R 35B
F0
35B26.4 GB2 tok/s4K ctx
dense
👁 TII
Falcon 40B Instruct
F0
40B33.3 GB2 tok/s4K ctx
dense
👁 WizardLM
WizardLM 13B
F0
13B22.8 GB2 tok/s4K ctx
dense
👁 BigCode
StarCoder 7B
F0
7B14.2 GB7 tok/s8K ctx
dense
👁 BigCode
StarCoder 15B
F0
15B28.1 GB2 tok/s4K ctx
dense
👁 Meta
CodeLlama 7B Instruct
F0
7B14.7 GB7 tok/s9K ctx
dense
👁 Meta
CodeLlama 13B Instruct
F0
13B22.8 GB2 tok/s4K ctx
dense
👁 BigCode
StarCoder2 15B
F0
15B14.6 GB3 tok/s4K ctx
dense
👁 MosaicML
MPT-7B-Instruct
F0
7B14.7 GB7 tok/s8K ctx
dense
👁 MosaicML
MPT-30B-Instruct
F0
30B47.7 GB2 tok/s4K ctx
dense
👁 InternLM
InternLM 7B
F0
7B14.7 GB7 tok/s8K ctx
dense
👁 InternLM
InternLM Chat 7B
F0
7B14.7 GB7 tok/s8K ctx
dense
👁 Mistral
Devstral Small 1.1
F0
24B19.7 GB2 tok/s4K ctx
dense
👁 Mistral
Devstral Small 2 24B Instruct
F0
24B19.7 GB2 tok/s4K ctx
dense
👁 Mistral
Devstral 2 123B Instruct
F0
123B83.0 GB2 tok/s4K ctx
dense
👁 Mistral
Mistral Small 4 119B
F0
119B80.6 GB2 tok/s4K ctx
moe
👁 Mistral
Leanstral 119B A6B
F0
119B84.0 GB2 tok/s4K ctx
moe
👁 Mistral
Mistral Large 3
F0
675B419.7 GB2 tok/s4K ctx
+1moe
👁 Mistral
Magistral Small 2507
F0
24B19.7 GB2 tok/s4K ctx
dense
👁 Mistral
Codestral 2 25.08
F0
22B18.5 GB2 tok/s4K ctx
dense
F0
744B475.5 GB2 tok/s4K ctx
moe
👁 Z.ai
GLM-5.1
F0
754B481.6 GB2 tok/s4K ctx
moe
F0
1000B620.1 GB2 tok/s4K ctx
moe
F0
1000B620.1 GB2 tok/s4K ctx
+1moe
👁 Moonshot AI
Kimi Linear 48B A3B
F0
48B32.8 GB2 tok/s4K ctx
linear
👁 Nous Research
Nous Hermes 1.0
F0
9B20.3 GB4 tok/s4K ctx
dense
👁 Nous Research
Nous Dolphin 13B
F0
13B24.2 GB2 tok/s4K ctx
dense
👁 Baichuan
Baichuan 7B
F0
7B14.7 GB7 tok/s8K ctx
dense
👁 Baichuan
Baichuan 13B
F0
13B24.2 GB2 tok/s4K ctx
dense
👁 Cerebras
Cerebras-GPT 13B
F0
13B21.8 GB2 tok/s4K ctx
dense
👁 Stability AI
StableLM 2 12B
F0
12B23.5 GB2 tok/s4K ctx
dense
👁 InternLM
InternLM 20B
F0
20B35.3 GB2 tok/s4K ctx
dense
👁 01.AI
Yi 34B Chat
F0
34B27.0 GB2 tok/s4K ctx
dense
👁 DeepSeek
DeepSeek V3 671B
F0
671B471.5 GB2 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek V3.1 671B
F0
671B471.5 GB2 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek V4 Pro
F0
1600B866.5 GB2 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek V4 Flash
F0
284B161.9 GB2 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek R1 671B
F0
671B471.5 GB2 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek Coder V2 16B
F0
16B15.7 GB7 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek Coder V2 236B
F0
236B205.2 GB2 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek V2.5 236B
F0
236B205.2 GB2 tok/s4K ctx
moe
👁 DeepSeek
DeepSeek LLM 7B
F0
7B14.2 GB7 tok/s4K ctx
dense
👁 DeepSeek
DeepSeek LLM 67B
F0
67B49.3 GB2 tok/s4K ctx
dense
👁 Meta
Llama 4 Scout 17B 16E
F0
109B72.0 GB2 tok/s4K ctx
moe
👁 Meta
Llama 4 Maverick 17B 128E
F0
400B249.6 GB2 tok/s4K ctx
moe
👁 Cohere
Command R+ 104B
F0
104B69.5 GB2 tok/s4K ctx
dense
👁 Cohere
Command A 111B
F0
111B74.2 GB2 tok/s4K ctx
dense
👁 Microsoft
Phi 3 Medium 14B
F0
14B14.2 GB4 tok/s4K ctx
dense
👁 01.AI
Yi 1.5 34B
F0
34B27.0 GB2 tok/s4K ctx
dense
👁 Mistral AI
Codestral 22B
F0
22B18.5 GB2 tok/s4K ctx
dense
👁 Mistral AI
Pixtral Large 124B
F0
124B83.6 GB2 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 VL 72B
F0
72B51.4 GB2 tok/s4K ctx
dense
👁 Alibaba
Qwen 2.5 Math 72B
F0
72B51.4 GB2 tok/s4K ctx
dense
👁 NVIDIA
Nemotron 70B
F0
70B50.2 GB2 tok/s4K ctx
dense
👁 LLaVA
LLaVA 1.5 7B
F0
7B14.7 GB7 tok/s4K ctx
dense
👁 LLaVA
LLaVA 1.6 13B
F0
13B22.8 GB2 tok/s4K ctx
dense
F0
19B16.7 GB2 tok/s4K ctx
dense
👁 LMSYS
Vicuna 7B
F0
7B14.7 GB7 tok/s4K ctx
dense
👁 LMSYS
Vicuna 13B
F0
13B22.8 GB2 tok/s4K ctx
dense
👁 IBM
Granite Code 20B
F0
20B18.0 GB2 tok/s4K ctx
dense
👁 OpenAI
GPT-OSS 20B
F0
21B17.9 GB4 tok/s4K ctx
moe
👁 Allen AI
OLMo 2 32B
F0
32B26.1 GB2 tok/s4K ctx
dense
👁 NVIDIA
Nemotron 3 Nano 30B
F0
30B23.4 GB2 tok/s4K ctx
dense
👁 LG AI
EXAONE 4.0 32B
F0
32B26.1 GB2 tok/s4K ctx
dense
F0
24B19.7 GB2 tok/s4K ctx
dense
👁 Meta
Llama 3.1 405B
F0
405B257.4 GB2 tok/s4K ctx
dense
👁 DeepSeek
DeepSeek R1 Distill 70B
F0
70B50.2 GB2 tok/s4K ctx
dense
👁 IBM
Granite Code 34B
F0
34B27.0 GB2 tok/s4K ctx
dense
👁 OpenAI
GPT-OSS 120B
F0
117B78.9 GB2 tok/s4K ctx
dense
👁 Cohere
Aya Expanse 32B
F0
32B24.6 GB2 tok/s4K ctx
dense
👁 Mistral AI
Mistral Small 3.1 24B
F0
24B19.7 GB2 tok/s4K ctx
dense
👁 Google
Gemma 4 26B A4B
F0
25.2B21.7 GB3 tok/s4K ctx
moe
👁 Google
Gemma 4 31B
F0
30.7B36.0 GB2 tok/s4K ctx
dense
👁 DeepSeek
DeepSeek V3.2
F0
671B412.4 GB2 tok/s4K ctx
moe
👁 NVIDIA
Nemotron Cascade 2 30B A3B
F0
30B23.9 GB3 tok/s4K ctx
moe
MiniMax M2.7
F0
230B146.7 GB2 tok/s4K ctx
moe
Solar Open 100B
F0
100B75.3 GB2 tok/s4K ctx
dense
Baichuan M2 32B Q4 K M
F0
32B25.9 GB2 tok/s4K ctx
dense
baichuan inc Baichuan M2 32B
F0
32B25.9 GB2 tok/s4K ctx
dense
Codestral 22B v0.1
F0
22B18.6 GB2 tok/s4K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
F0
24B20.1 GB2 tok/s4K ctx
dense
cognitivecomputations Dolphin3.0 R1 Mistral 24B
F0
24B20.1 GB2 tok/s4K ctx
dense
internlm2 5 20b chat
F0
20B17.2 GB2 tok/s4K ctx
dense
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored
F0
48B37.5 GB2 tok/s4K ctx
dense
internlm2 limarp chat 20b
F0
20B17.2 GB2 tok/s4K ctx
dense
Codestral 22B v0.1 IMat
F0
22B18.6 GB2 tok/s4K ctx
dense
EXAONE 4.0 32B
F0
32B25.9 GB2 tok/s4K ctx
dense
K EXAONE 236B A23B
F0
236B174.2 GB2 tok/s4K ctx
dense
Codestral 22B v0.1
F0
22B18.6 GB2 tok/s4K ctx
dense
Qwen3.5 35B A3B
F0
35B28.1 GB2 tok/s4K ctx
dense
gemma 3 27b it
F0
27B22.3 GB2 tok/s4K ctx
dense
Llama 3.3 70B Instruct
F0
70B53.5 GB2 tok/s4K ctx
dense
Mistral Small 24B Instruct 2501
F0
24B20.1 GB2 tok/s4K ctx
dense
mistral small 3.1 24b instruct 2503 hf
F0
24B20.1 GB2 tok/s4K ctx
dense
aya expanse 32b heretic MPOA i1
F0
32B25.9 GB2 tok/s4K ctx
dense
Baichuan M3 235B
F0
235B173.5 GB2 tok/s4K ctx
dense
Baichuan M3 235B i1
F0
235B173.5 GB2 tok/s4K ctx
dense
BaichuanMed OCR 72B i1
F0
72B55.0 GB2 tok/s4K ctx
dense
Codestral 21B Pruned i1
F0
21B17.9 GB2 tok/s4K ctx
dense
Codestral 22B v0.1 i1
F0
22B18.6 GB2 tok/s4K ctx
dense
Codestral RAG 19B Pruned i1
F0
19B16.4 GB2 tok/s4K ctx
dense
Dolphin Mistral GLM 4.7 Flash 24B Venice Edition Thinking Uncensored i1
F0
24B20.1 GB2 tok/s4K ctx
dense
internlm2 math plus 20b i1
F0
20B17.2 GB2 tok/s4K ctx
dense
Solar Open 100B i1
F0
100B75.3 GB2 tok/s4K ctx
dense
Solar Open 69B REAP i1
F0
69B52.8 GB2 tok/s4K ctx
dense
Hermes 4.3 36B
F0
36B28.8 GB2 tok/s4K ctx
dense
stabilityai japanese stablelm instruct beta 70b
F0
70B53.5 GB2 tok/s4K ctx
dense
Codestral 22B v0.1
F0
22B18.6 GB2 tok/s4K ctx
dense
👁 Unsloth
gemma 3 27b it
F0
27B22.3 GB2 tok/s4K ctx
dense
👁 Unsloth
Mistral Small 3.2 24B Instruct 2506
F0
24B20.1 GB2 tok/s4K ctx
dense
👁 Unsloth
Qwen3.5 122B A10B
F0
122B76.7 GB2 tok/s4K ctx
dense
👁 Unsloth
Qwen3.5 27B
F0
27B22.3 GB2 tok/s4K ctx
dense
👁 Unsloth
Qwen3.5 35B A3B
F0
35B28.1 GB2 tok/s4K ctx
dense
👁 Unsloth
Qwen3.5 397B A17B
F0
397B291.3 GB2 tok/s4K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
F0
24B20.1 GB2 tok/s4K ctx
dense

Compare with...

See How Other Hardware Stacks Up

Check tier lists for similar GPUs and Apple Silicon configs

MacBook Pro M1 Pro 16GB

16 GB unified memory

View tier list

MacBook Pro M2 Pro 16GB

16 GB unified memory

View tier list

MacBook Pro M4 16GB

16 GB unified memory

View tier list

MacBook Air M2 16GB

16 GB unified memory

View tier list
Full MacBook Air M1 16GB pageCompare this hardware