AI Compatibility Tier List
NVIDIA B200 180GB
374 AI models ranked by how well they run on your 180 GB VRAM hardware. Best match: Devstral 2 123B Instruct (score: 97).
374
Models tested
336
Can run
180 GB
VRAM
97
Best tok/s
Tier Distribution
S 27
A 54
B 64
C 191
F 38
S: 27A: 54B: 64C: 191F: 38
S
S Tier -- Perfect Fit (27 models)
These models run flawlessly with headroom to spare.
S97
123B99.3 GB97 tok/s256K ctx
dense
S96
284B178.2 GB145 tok/s38K ctx
moe
S96
122B95.8 GB270 tok/s131K ctx
moe
S94
119B96.9 GB293 tok/s256K ctx
moe
S94
117B95.2 GB102 tok/s131K ctx
dense
S93
124B99.9 GB97 tok/s131K ctx
dense
S93
111B90.5 GB108 tok/s262K ctx
dense
S92
235B165.1 GB137 tok/s99K ctx
moe
S90
72B67.7 GB166 tok/s33K ctx
dense
MiniMax M2.7
S90230B163.0 GB156 tok/s88K ctx
moe
S90
80B69.2 GB454 tok/s256K ctx
moe
S90
119B100.3 GB269 tok/s161K ctx
moe
S90
30.5B39.0 GB1016 tok/s256K ctx
moe
S89
35B44.4 GB854 tok/s262K ctx
+1moe
S89
27B38.5 GB378 tok/s131K ctx
dense
S89
30B38.7 GB1051 tok/s256K ctx
moe
S89
27B36.3 GB275 tok/s262K ctx
+1dense
S88
35B41.7 GB929 tok/s131K ctx
moe
S88
32B42.3 GB374 tok/s131K ctx
dense
S88
24B36.0 GB336 tok/s131K ctx
dense
S87
24B36.0 GB336 tok/s256K ctx
dense
S87
30.5B39.0 GB1016 tok/s131K ctx
moe
S87
30B39.6 GB395 tok/s131K ctx
dense
S87
9B26.6 GB126 tok/s131K ctx
dense
S86
14B29.9 GB196 tok/s131K ctx
dense
S86
24B36.0 GB336 tok/s131K ctx
dense
S85
14.7B30.9 GB206 tok/s33K ctx
dense
A
A Tier -- Great Fit (54 models)
Excellent performance with comfortable memory margins.
A85
30.7B52.3 GB234 tok/s156K ctx
dense
A85
8B26.0 GB112 tok/s131K ctx
dense
A84
21B34.2 GB1290 tok/s128K ctx
moe
A84
30B40.1 GB1039 tok/s262K ctx
moe
A84
70B66.5 GB171 tok/s128K ctx
dense
A83
4B23.5 GB56 tok/s131K ctx
dense
A82
32B42.3 GB372 tok/s131K ctx
dense
A81
25.2B37.9 GB1091 tok/s256K ctx
moe
A81
72B67.7 GB166 tok/s131K ctx
dense
A81
70B66.5 GB171 tok/s128K ctx
dense
A80
14B29.9 GB196 tok/s262K ctx
multimodal
A80
32B42.3 GB372 tok/s131K ctx
dense
A80
22B34.8 GB308 tok/s256K ctx
dense
A80
109B88.3 GB257 tok/s517K ctx
moe
A80
24B36.0 GB336 tok/s131K ctx
vision
A80
48B49.1 GB230 tok/s1049K ctx
linear
A80
8B25.7 GB112 tok/s131K ctx
dense
A80
27B46.6 GB266 tok/s131K ctx
dense
A80
3.8B22.7 GB53 tok/s131K ctx
dense
A79
24B36.0 GB336 tok/s131K ctx
dense
A79
32B42.3 GB372 tok/s4K ctx
dense
A79
30B41.1 GB395 tok/s131K ctx
dense
A79
19B32.9 GB266 tok/s8K ctx
dense
A78
24B36.0 GB336 tok/s33K ctx
dense
A77
24B36.0 GB336 tok/s131K ctx
dense
A77
8B25.7 GB112 tok/s8K ctx
dense
A77
14B30.5 GB196 tok/s16K ctx
dense
A76
14B30.4 GB196 tok/s131K ctx
dense
A76
70B66.5 GB171 tok/s131K ctx
dense
A76
20B34.3 GB280 tok/s8K ctx
dense
A75
8B26.0 GB112 tok/s262K ctx
multimodal
A75
8B25.7 GB112 tok/s2K ctx
dense
A75
12B31.1 GB168 tok/s131K ctx
dense
A75
32B42.3 GB372 tok/s131K ctx
dense
A75
4B23.5 GB56 tok/s33K ctx
dense
A75
9B26.8 GB126 tok/s131K ctx
dense
A74
7B25.1 GB98 tok/s8K ctx
dense
A74
7B24.0 GB98 tok/s33K ctx
dense
A74
16B32.0 GB1639 tok/s131K ctx
moe
A74
34B43.3 GB351 tok/s8K ctx
dense
A74
0.57B22.0 GB8 tok/s8K ctx
dense
A73
35B42.7 GB342 tok/s131K ctx
dense
A73
7B25.1 GB98 tok/s8K ctx
dense
A73
9B25.0 GB126 tok/s131K ctx
dense
A73
0.57B21.2 GB8 tok/s8K ctx
dense
A72
13B29.3 GB182 tok/s33K ctx
dense
A72
15B44.3 GB210 tok/s8K ctx
dense
A72
32B42.3 GB372 tok/s33K ctx
dense
A72
8B25.1 GB112 tok/s128K ctx
dense
A72
13B39.0 GB182 tok/s16K ctx
dense
A71
70B66.5 GB171 tok/s131K ctx
dense
A71
7B24.0 GB98 tok/s131K ctx
dense
A70
30B63.9 GB317 tok/s8K ctx
dense
A70
8B25.7 GB112 tok/s8K ctx
dense
B
B Tier -- Good Fit (64 models)
Solid performance, may need quantization or reduced context.
B70
14B30.4 GB196 tok/s33K ctx
dense
B70
7B25.1 GB98 tok/s8K ctx
dense
B70
13B39.0 GB182 tok/s4K ctx
dense
B70
7B23.7 GB98 tok/s262K ctx
state-space
B69
104B85.8 GB115 tok/s131K ctx
dense
B69
0.34B21.1 GB5 tok/s1K ctx
dense
B69
8B26.2 GB112 tok/s131K ctx
dense
B69
7B31.0 GB98 tok/s16K ctx
dense
B69
12B28.7 GB168 tok/s131K ctx
dense
B69
7B30.5 GB98 tok/s8K ctx
dense
B68
40B49.5 GB259 tok/s8K ctx
dense
B68
0.34B21.1 GB5 tok/s1K ctx
dense
B68
141B108.3 GB162 tok/s66K ctx
moe
B68
3B22.9 GB42 tok/s131K ctx
dense
B67
13B40.5 GB182 tok/s16K ctx
dense
B67
13B39.0 GB182 tok/s8K ctx
dense
B67
13B39.0 GB182 tok/s4K ctx
dense
B67
27B46.6 GB266 tok/s8K ctx
dense
B67
9B36.6 GB126 tok/s16K ctx
dense
B67
5.1B22.5 GB71 tok/s128K ctx
dense
B67
0.34B21.1 GB5 tok/s1K ctx
dense
B66
9B25.0 GB126 tok/s128K ctx
dense
B66
7B31.0 GB98 tok/s8K ctx
dense
B66
7B31.0 GB98 tok/s8K ctx
dense
B66
8B25.7 GB112 tok/s128K ctx
dense
B66
7B26.1 GB98 tok/s8K ctx
dense
B65
7B25.1 GB98 tok/s4K ctx
dense
B65
7B25.1 GB98 tok/s4K ctx
dense
B65
0.14B19.7 GB2 tok/s8K ctx
dense
B65
7B24.0 GB98 tok/s131K ctx
dense
B64
3B21.5 GB42 tok/s262K ctx
multimodal
B64
4B23.4 GB56 tok/s128K ctx
dense
B64
4B22.8 GB56 tok/s128K ctx
dense
B63
7B31.0 GB98 tok/s4K ctx
dense
B63
72B67.7 GB166 tok/s4K ctx
dense
B63
47B49.5 GB483 tok/s33K ctx
moe
B63
2B21.8 GB28 tok/s131K ctx
dense
B63
13B40.5 GB182 tok/s8K ctx
dense
B63
13B38.0 GB182 tok/s131K ctx
dense
B62
7B24.0 GB98 tok/s33K ctx
dense
B62
7B31.0 GB98 tok/s8K ctx
dense
B62
7B31.0 GB98 tok/s8K ctx
dense
B61
8B25.7 GB112 tok/s33K ctx
dense
B61
7B25.1 GB98 tok/s4K ctx
dense
B61
3B22.9 GB42 tok/s131K ctx
dense
B61
7B23.3 GB98 tok/s8K ctx
dense
B60
3.8B27.1 GB53 tok/s128K ctx
dense
B60
1.7B21.6 GB24 tok/s33K ctx
dense
B60
9B29.5 GB126 tok/s8K ctx
dense
B60
14B30.4 GB196 tok/s131K ctx
dense
B60
0.02B19.2 GB2 tok/s0K ctx
dense
B60
34B43.3 GB352 tok/s4K ctx
dense
B60
11B27.6 GB154 tok/s16K ctx
vision
B60
67B65.6 GB179 tok/s4K ctx
dense
B59
4B27.2 GB56 tok/s128K ctx
dense
B59
3B22.0 GB42 tok/s131K ctx
dense
B58
1.5B20.2 GB21 tok/s33K ctx
dense
B58
3B23.2 GB42 tok/s8K ctx
dense
B58
12B28.7 GB168 tok/s128K ctx
dense
B57
9B25.9 GB126 tok/s131K ctx
dense
B57
7B25.1 GB98 tok/s8K ctx
dense
B57
14B30.5 GB196 tok/s128K ctx
dense
B56
22B34.8 GB308 tok/s33K ctx
dense
B56
20B51.6 GB280 tok/s8K ctx
dense
C
C Tier -- Tight Fit (191 models)
Runs with offloading or significant compromises.
C55
3B22.4 GB42 tok/s128K ctx
dense
C54
8B26.0 GB112 tok/s131K ctx
dense
C53
122B93.0 GB105 tok/s113K ctx
dense
Solar Open 100B
C53100B91.6 GB110 tok/s137K ctx
dense
Solar Open 100B i1
C53100B91.6 GB110 tok/s137K ctx
dense
C52
32B40.9 GB374 tok/s8K ctx
dense
Llama 3.3 70B Instruct
C5070B69.8 GB157 tok/s231K ctx
dense
C50
1.5B20.2 GB21 tok/s33K ctx
dense
C50
1.1B19.9 GB15 tok/s4K ctx
dense
Solar Open 69B REAP i1
C5069B69.1 GB160 tok/s235K ctx
dense
C50
3B22.7 GB42 tok/s128K ctx
dense
BaichuanMed OCR 72B i1
C5072B71.3 GB153 tok/s222K ctx
dense
stabilityai japanese stablelm instruct beta 70b
C5070B69.8 GB157 tok/s231K ctx
dense
C50
8B25.7 GB112 tok/s128K ctx
state-space
C49
9B25.9 GB126 tok/s4K ctx
dense
C49
7B24.0 GB98 tok/s4K ctx
dense
C49
34B43.3 GB352 tok/s200K ctx
dense
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored
C4848B53.8 GB230 tok/s375K ctx
dense
C48
1.5B20.2 GB21 tok/s131K ctx
dense
C48
35B44.4 GB315 tok/s545K ctx
dense
Qwen3.5 35B A3B
C4735B44.4 GB315 tok/s545K ctx
dense
Hermes 4.3 36B
C4736B45.1 GB306 tok/s528K ctx
dense
C47
15B30.9 GB210 tok/s16K ctx
dense
C47
7B25.1 GB98 tok/s8K ctx
dense
C47
27B38.5 GB378 tok/s731K ctx
dense
C47
27B38.5 GB378 tok/s731K ctx
dense
EXAONE 4.0 32B
C4732B42.2 GB344 tok/s604K ctx
dense
aya expanse 32b heretic MPOA i1
C4732B42.2 GB344 tok/s604K ctx
dense
Baichuan M2 32B Q4 K M
C4732B42.2 GB344 tok/s604K ctx
dense
gemma 3 27b it
C4727B38.5 GB378 tok/s731K ctx
dense
baichuan inc Baichuan M2 32B
C4632B42.2 GB344 tok/s604K ctx
dense
C46
8B25.7 GB112 tok/s8K ctx
dense
C46
12B39.7 GB168 tok/s4K ctx
dense
C46
24B36.4 GB336 tok/s833K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
C4624B36.4 GB336 tok/s833K ctx
dense
Mistral Small 24B Instruct 2501
C4624B36.4 GB336 tok/s833K ctx
dense
C46
1B19.9 GB14 tok/s33K ctx
dense
mistral small 3.1 24b instruct 2503 hf
C4624B36.4 GB336 tok/s833K ctx
dense
cognitivecomputations Dolphin3.0 R1 Mistral 24B
C4624B36.4 GB336 tok/s833K ctx
dense
C46
7B31.0 GB98 tok/s4K ctx
dense
Dolphin Mistral GLM 4.7 Flash 24B Venice Edition Thinking Uncensored i1
C4624B36.4 GB336 tok/s833K ctx
dense
Codestral 22B v0.1
C4622B34.9 GB308 tok/s917K ctx
dense
Codestral 22B v0.1
C4622B34.9 GB308 tok/s917K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
C4624B36.4 GB336 tok/s833K ctx
dense
Codestral 22B v0.1
C4622B34.9 GB308 tok/s917K ctx
dense
C46
7B25.1 GB98 tok/s8K ctx
dense
Codestral 22B v0.1 IMat
C4622B34.9 GB308 tok/s917K ctx
dense
C46
8B25.7 GB112 tok/s33K ctx
dense
Codestral 22B v0.1 i1
C4522B34.9 GB308 tok/s917K ctx
dense
C45
14B29.1 GB196 tok/s1488K ctx
dense
Codestral 21B Pruned i1
C4521B34.2 GB294 tok/s964K ctx
dense
internlm2 5 20b chat
C4520B33.4 GB280 tok/s1016K ctx
dense
C45
7B25.1 GB98 tok/s33K ctx
dense
internlm2 limarp chat 20b
C4520B33.4 GB280 tok/s1016K ctx
dense
internlm2 math plus 20b i1
C4520B33.4 GB280 tok/s1016K ctx
dense
C45
2B21.7 GB28 tok/s8K ctx
dense
Phi 4 reasoning vision 15B
C4515B29.8 GB210 tok/s1383K ctx
dense
StarCoder2 15B
C4515B29.8 GB210 tok/s1383K ctx
dense
C45
9B25.4 GB126 tok/s2361K ctx
dense
gemma 3 12b it
C4512B27.6 GB168 tok/s1750K ctx
dense
Qwen3.5 9B Uncensored HauhauCS Aggressive
C459B25.4 GB126 tok/s2361K ctx
dense
Codestral RAG 19B Pruned i1
C4519B32.7 GB266 tok/s1074K ctx
dense
NousResearch Hermes 4 14B
C4514B29.1 GB196 tok/s1488K ctx
dense
C45
7B25.1 GB98 tok/s8K ctx
dense
Meta Llama 3.1 8B Instruct
C458B24.7 GB112 tok/s2666K ctx
dense
Qwen3.5 9B
C459B25.4 GB126 tok/s2361K ctx
dense
llava llama 3 8b v1 1
C458B24.7 GB112 tok/s2666K ctx
dense
starcoder2 15b instruct v0.1
C4515B29.8 GB210 tok/s1383K ctx
dense
starcoder2 15b i1
C4515B29.8 GB210 tok/s1383K ctx
dense
C45
8B24.7 GB112 tok/s2666K ctx
dense
starcoder2 15b instruct v0.1
C4515B29.8 GB210 tok/s1383K ctx
dense
Llama 2 7B Chat
C457B24.0 GB98 tok/s3059K ctx
dense
Meta Llama 3 8B Instruct
C458B24.7 GB112 tok/s2666K ctx
dense
C45
0.5B19.4 GB7 tok/s131K ctx
dense
C45
8B24.7 GB112 tok/s2666K ctx
dense
GGUF SOLARized GraniStral 14B 2102 YeAM HCT 32QKV
C4514B29.1 GB196 tok/s1488K ctx
dense
Mistral 7B Instruct v0.2
C457B24.0 GB98 tok/s3059K ctx
dense
SOLAR 10.7B Instruct v1.0 uncensored
C4510.7B26.7 GB150 tok/s1972K ctx
dense
Dolphin3.0 Llama3.1 8B
C458B24.7 GB112 tok/s2666K ctx
dense
Llama 3 8B Instruct 32k v0.1
C458B24.7 GB112 tok/s2666K ctx
dense
Meta Llama 3.1 8B Instruct
C458B24.7 GB112 tok/s2666K ctx
dense
Nous Hermes 2 SOLAR 10.7B
C4510.7B26.7 GB150 tok/s1972K ctx
dense
vntl llama3 8b v2
C458B24.7 GB112 tok/s2666K ctx
dense
HelpingAI 15B i1
C4515B29.8 GB210 tok/s1383K ctx
dense
Mistral 7B Instruct v0.3
C457B24.0 GB98 tok/s3059K ctx
dense
Yi Coder 9B Chat
C459B25.4 GB126 tok/s2361K ctx
dense
internlm JanusCoder 14B
C4514B29.1 GB196 tok/s1488K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C458B24.7 GB112 tok/s2666K ctx
dense
glm 4 9b chat 1m
C459B25.4 GB126 tok/s2361K ctx
dense
GGUF SOLARized GraniStral 14B 1902 YeAM HCT
C4514B29.1 GB196 tok/s1488K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C458B24.7 GB112 tok/s2666K ctx
dense
Qwen3 8B DeepSeek v3.2 Speciale Distill
C458B24.7 GB112 tok/s2666K ctx
dense
Hermes 3 Llama 3.1 8B
C458B24.7 GB112 tok/s2666K ctx
dense
Yi 1.5 9B Chat
C459B25.4 GB126 tok/s2361K ctx
dense
Hermes 2 Pro Llama 3 8B
C458B24.7 GB112 tok/s2666K ctx
dense
Dolphin3.0 Llama3.1 8B
C458B24.7 GB112 tok/s2666K ctx
dense
Mistral 7B Instruct v0.3
C457B24.0 GB98 tok/s3059K ctx
dense
granite 8b code instruct 4k
C458B24.7 GB112 tok/s2666K ctx
dense
Hermes 2 Pro Mistral 7B
C457B24.0 GB98 tok/s3059K ctx
dense
dolphin 2.9.4 llama3.1 8b
C458B24.7 GB112 tok/s2666K ctx
dense
solar finalised finetuned Model 10.7B i1
C4510.7B26.7 GB150 tok/s1972K ctx
dense
zephyr 7B beta
C457B24.0 GB98 tok/s3059K ctx
dense
Nous Hermes 2 Mistral 7B DPO
C457B24.0 GB98 tok/s3059K ctx
dense
SOLAR 10.7B v1.0
C4510.7B26.7 GB150 tok/s1972K ctx
dense
openchat 3.6 8b 20240522 IMat
C458B24.7 GB112 tok/s2666K ctx
dense
Falcon H1R 7B
C457B24.0 GB98 tok/s3059K ctx
dense
aya expanse 8b
C458B24.7 GB112 tok/s2666K ctx
dense
EXAONE 3.5 7.8B Instruct
C457.8B24.6 GB109 tok/s2737K ctx
dense
falcon mamba 7b instruct Q4 K M
C457B24.0 GB98 tok/s3059K ctx
dense
dolphin v2 8b abliterated i1
C458B24.7 GB112 tok/s2666K ctx
dense
zephyr 7B alpha
C457B24.0 GB98 tok/s3059K ctx
dense
EXAONE 3.5 7.8B Instruct
C457.8B24.6 GB109 tok/s2737K ctx
dense
speechless zephyr code functionary 7b
C457B24.0 GB98 tok/s3059K ctx
dense
Yi 9B Coder i1
C459B25.4 GB126 tok/s2361K ctx
dense
EXAONE 3.5 7.8B Instruct i1
C457.8B24.6 GB109 tok/s2737K ctx
dense
StarCoder2 7B
C457B24.0 GB98 tok/s3059K ctx
dense
aya expanse 8b orthogonal heretic i1
C458B24.7 GB112 tok/s2666K ctx
dense
exaone 3.0 7.8b it
C457.8B24.6 GB109 tok/s2737K ctx
dense
japanese stablelm instruct gamma 7B
C447B24.0 GB98 tok/s3059K ctx
dense
HelpingAI2 9B
C449B25.4 GB126 tok/s2361K ctx
dense
HelpingAI2.5 10B i1
C4410B26.2 GB140 tok/s2116K ctx
dense
Falcon H1 7B Instruct
C447B24.0 GB98 tok/s3059K ctx
dense
C44
7B24.0 GB98 tok/s3059K ctx
dense
Yi 1.5 6B Chat
C446B23.3 GB84 tok/s3583K ctx
dense
Helply 10.2b chat i1
C4410.2B26.3 GB143 tok/s2073K ctx
dense
aya expanse 8b orthogonal heretic
C448B24.7 GB112 tok/s2666K ctx
dense
HelpingAI2 9B i1
C449B25.4 GB126 tok/s2361K ctx
dense
HelpingAI 9B 200k i1
C449B25.4 GB126 tok/s2361K ctx
dense
stablelm 2 zephyr 1 6b
C446B23.3 GB84 tok/s3583K ctx
dense
HelpingAI 9B i1
C449B25.4 GB126 tok/s2361K ctx
dense
Mamba Codestral 7B v0.1
C447B24.0 GB98 tok/s3059K ctx
dense
stabilityai japanese stablelm base gamma 7b
C447B24.0 GB98 tok/s3059K ctx
dense
baichuan2 7b chat
C447B24.0 GB98 tok/s3059K ctx
dense
internlm2 5 1 8b chat i1
C448B24.7 GB112 tok/s2666K ctx
dense
DiscoPOP zephyr 7b gemma
C447B24.0 GB98 tok/s3059K ctx
dense
internlm3 8b instruct abliterated i1
C448B24.7 GB112 tok/s2666K ctx
dense
starcoder2 7b
C447B24.0 GB98 tok/s3059K ctx
dense
zephyr 7b beta Mistral 7B Instruct v0.2
C447B24.0 GB98 tok/s3059K ctx
dense
OpenChat 3.5 7B Qwen v2.0 i1
C447B24.0 GB98 tok/s3059K ctx
dense
OpenChat 3.5 7B Starling v2.0 i1
C447B24.0 GB98 tok/s3059K ctx
dense
internlm2 math plus 7b IMat
C447B24.0 GB98 tok/s3059K ctx
dense
CodeNinja 1.0 OpenChat 7B i1
C447B24.0 GB98 tok/s3059K ctx
dense
internlm2 5 7b chat i1
C447B24.0 GB98 tok/s3059K ctx
dense
OpenSafetyLab MD Judge v0 2 internlm2 7b
C447B24.0 GB98 tok/s3059K ctx
dense
MD Judge v0 2 internlm2 7b i1
C447B24.0 GB98 tok/s3059K ctx
dense
Yi 1.5 6B Chat
C446B23.3 GB84 tok/s3583K ctx
dense
C44
6B23.5 GB84 tok/s4K ctx
dense
zephyr 7b gemma sft african ultrachat 100k
C447B24.0 GB98 tok/s3059K ctx
dense
stablelm 2 1 6b chat imatrix
C446B23.3 GB84 tok/s3583K ctx
dense
jointpreferences mistral 7b sft helpful
C447B24.0 GB98 tok/s3059K ctx
dense
zephyr 7b dpo full i1
C447B24.0 GB98 tok/s3059K ctx
dense
blossom v3 baichuan2 7b i1
C447B24.0 GB98 tok/s3059K ctx
dense
blossom v1 baichuan 7b i1
C447B24.0 GB98 tok/s3059K ctx
dense
C44
7B25.1 GB98 tok/s8K ctx
dense
HelpingAI2 6B
C446B23.3 GB84 tok/s3583K ctx
dense
C44
7B23.7 GB98 tok/s16K ctx
dense
HelpingAI2 6B i1
C446B23.3 GB84 tok/s3583K ctx
dense
C44
7B30.5 GB98 tok/s4K ctx
dense
C44
4B23.3 GB56 tok/s4K ctx
dense
HelpingAI2.5 5B i1
C435B22.5 GB70 tok/s4316K ctx
dense
C43
4B21.8 GB56 tok/s5416K ctx
dense
gemma 3 4b it
C434B21.8 GB56 tok/s5416K ctx
dense
gemma 3 4b it
C434B21.8 GB56 tok/s5416K ctx
dense
C43
0.6B20.1 GB8 tok/s33K ctx
dense
C43
1B20.0 GB14 tok/s128K ctx
dense
Llama 3.2 3B Instruct
C423B21.4 GB42 tok/s7234K ctx
dense
C42
3B21.1 GB42 tok/s7249K ctx
dense
Llama 3.2 3B Instruct
C423B21.1 GB42 tok/s7249K ctx
dense
Ministral 3 3B Instruct 2512
C423B21.1 GB42 tok/s7249K ctx
dense
HELVETE 3B
C423B21.1 GB42 tok/s7249K ctx
dense
Hermes 3 Llama 3.2 3B
C423B21.1 GB42 tok/s7249K ctx
dense
stablelm zephyr 3b
C423B21.1 GB42 tok/s7249K ctx
dense
StarCoder2 3B
C423B21.1 GB42 tok/s7249K ctx
dense
AI21 Jamba Reasoning 3B
C423B21.1 GB42 tok/s7249K ctx
dense
stablelm 3b 4e1t
C413B21.1 GB42 tok/s7249K ctx
dense
ai21labs AI21 Jamba Reasoning 3B
C413B21.1 GB42 tok/s7249K ctx
dense
ai21labs AI21 Jamba2 3B
C413B21.1 GB42 tok/s7249K ctx
dense
HelpingAI 3B hindi i1
C413B21.1 GB42 tok/s7249K ctx
dense
AI21 Jamba2 3B
C413B21.1 GB42 tok/s7249K ctx
dense
HelpingAI 3B hindi
C413B21.1 GB42 tok/s7249K ctx
dense
AI21 Jamba2 3B i1
C413B21.1 GB42 tok/s7249K ctx
dense
EXAONE 3.5 2.4B Instruct
C412.4B20.6 GB34 tok/s9082K ctx
dense
gemma 2 2b it
C412B20.8 GB28 tok/s10886K ctx
dense
C41
2B20.4 GB28 tok/s10914K ctx
dense
Gemmasutra Mini 2B v1
C412B20.4 GB28 tok/s10914K ctx
dense
K EXAONE 236B A23B
C41236B190.5 GB36 tok/s10K ctx
dense
C41
0.6B20.1 GB8 tok/s131K ctx
dense
gemma 2 2b it
C412B20.4 GB28 tok/s10914K ctx
dense
Baichuan M3 235B
C41235B189.8 GB37 tok/s10K ctx
dense
Baichuan M3 235B i1
C41235B189.8 GB37 tok/s10K ctx
dense
C40
3B21.2 GB42 tok/s16K ctx
dense
F
F Tier -- Can't Run (38 models)
Too heavy for this hardware.
D40
1.5B20.0 GB21 tok/s14580K ctx
dense
D40
1.5B20.0 GB21 tok/s14580K ctx
dense
Yi Coder 1.5B Chat
D401.5B20.0 GB21 tok/s14580K ctx
dense
stablelm 2 zephyr 1.6b
D391.6B20.1 GB22 tok/s13664K ctx
dense
logos16v2 stablelm2 1.6b i1
D391.6B20.1 GB22 tok/s13664K ctx
dense
Yi Coder 1.5B
D391.5B20.0 GB21 tok/s14580K ctx
dense
D39
1.5B20.0 GB21 tok/s14580K ctx
dense
TinyLlama 1.1B Chat v1.0
D391.1B19.7 GB15 tok/s19913K ctx
dense
D39
0.5B19.4 GB7 tok/s131K ctx
dense
EXAONE 4.0 1.2B
D391.2B19.8 GB17 tok/s18246K ctx
dense
Llama 3.2 1B Instruct Q8 0
D391B19.8 GB14 tok/s21884K ctx
dense
TinyLlama 1.1B Chat v0.3
D381.1B19.7 GB15 tok/s19913K ctx
dense
D38
1.1B19.7 GB15 tok/s19913K ctx
dense
Llama 3.2 1B Instruct
D381B19.6 GB14 tok/s21912K ctx
dense
gemma 3 1b it
D381B19.6 GB14 tok/s21912K ctx
dense
TinyLlama 1.1B Chat v1.0 imatrix
D381.1B19.7 GB15 tok/s19913K ctx
dense
Falcon3 1B Instruct abliterated
D381B19.6 GB14 tok/s21912K ctx
dense
SmolVLM 500M Instruct
D360.5B19.4 GB7 tok/s25710K ctx
dense
embeddinggemma 300M
D350.3B19.2 GB4 tok/s25737K ctx
dense
granite embedding 107m multilingual
D330.11B19.1 GB2 tok/s25766K ctx
dense
Falcon H1 Tiny 90M Instruct
D330.09B19.1 GB2 tok/s25767K ctx
dense
F0
480B314.6 GB24 tok/s4K ctx
moe
F0
397B263.9 GB41 tok/s4K ctx
moe
F0
675B436.0 GB10 tok/s4K ctx
+1moe
F0
744B491.8 GB7 tok/s4K ctx
moe
F0
754B497.9 GB7 tok/s4K ctx
moe
F0
1000B636.3 GB6 tok/s4K ctx
moe
F0
1000B636.3 GB6 tok/s4K ctx
+1moe
F0
671B487.8 GB8 tok/s4K ctx
moe
F0
671B487.8 GB8 tok/s4K ctx
moe
F0
1600B882.8 GB4 tok/s4K ctx
moe
F0
671B487.8 GB8 tok/s4K ctx
moe
F0
236B221.5 GB76 tok/s5K ctx
moe
F0
236B221.5 GB76 tok/s5K ctx
moe
F0
400B265.8 GB40 tok/s4K ctx
moe
F0
405B273.6 GB13 tok/s4K ctx
dense
F0
671B428.7 GB11 tok/s4K ctx
moe
F0
397B307.6 GB10 tok/s4K ctx
dense
Compare with...
See How Other Hardware Stacks Up
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