Model
Fit
Speed
Memory
Scores / Run
Runs comfortably
109.0GB
1000k ctx
Runs comfortably
23
tok/s
ⓘ estimated
109
/ 128GB
93
/
92
/
91
Runs comfortably
23 tok/s
ⓘ estimated
109/128GB
93.1GB
1000k ctx
Runs comfortably
27
tok/s
ⓘ estimated
93
/ 128GB
93
/
92
/
91
Runs comfortably
27 tok/s
ⓘ estimated
93/128GB
72.5GB
262k ctx
Runs comfortably
40
tok/s
ⓘ estimated
73
/ 128GB
92
/
92
/
89
Runs comfortably
40 tok/s
ⓘ estimated
73/128GB
Ornith-1.5-35B-A3B
BF16
71.1GB
262k ctx
Runs comfortably
24
tok/s
ⓘ estimated
71
/ 128GB
91
/
89
/
86
Runs comfortably
24 tok/s
ⓘ estimated
71/128GB
Ornith-1.5-35B-A3B
Q8_0
37.8GB
262k ctx
Runs comfortably
45
tok/s
ⓘ estimated
38
/ 128GB
91
/
89
/
86
Runs comfortably
45 tok/s
ⓘ estimated
38/128GB
Ornith-1.5-35B-A3B
Q6_K
29.2GB
262k ctx
Runs comfortably
58
tok/s
ⓘ estimated
29
/ 128GB
91
/
89
/
86
Runs comfortably
58 tok/s
ⓘ estimated
29/128GB
Ornith-1.5-35B-A3B
Q5_K_M
25.3GB
262k ctx
Runs comfortably
67
tok/s
ⓘ estimated
25
/ 128GB
91
/
89
/
86
Runs comfortably
67 tok/s
ⓘ estimated
25/128GB
Ornith-1.5-35B-A3B
Q4_K_M
21.7GB
262k ctx
Runs comfortably
78
tok/s
ⓘ estimated
22
/ 128GB
91
/
89
/
86
Runs comfortably
78 tok/s
ⓘ estimated
22/128GB
Qwen3.6 35B A3B
Q4_K_M
20.0GB
262k ctx
Runs comfortably
82
tok/s
ⓘ estimated
20
/ 128GB
90
/
91
/
87
Runs comfortably
82 tok/s
ⓘ estimated
20/128GB
Runs comfortably
44 tok/s
ⓘ estimated
37/128GB
Runs comfortably
3 tok/s
ⓘ estimated
56/128GB
Runs comfortably
5 tok/s
ⓘ estimated
28/128GB
Pokee-Isaac 28B
Q4_K_M
16.0GB
10000k ctx
Runs comfortably
9
tok/s
ⓘ estimated
16
/ 128GB
90
/
88
/
88
Runs comfortably
9 tok/s
ⓘ estimated
16/128GB
Runs comfortably
22 tok/s
ⓘ estimated
68/128GB
17.6GB
262k ctx
Runs comfortably
8
tok/s
ⓘ estimated
18
/ 128GB
88
/
89
/
85
Runs comfortably
8 tok/s
ⓘ estimated
18/128GB
9.8GB
262k ctx
Runs comfortably
14
tok/s
ⓘ estimated
10
/ 128GB
88
/
89
/
85
Runs comfortably
14 tok/s
ⓘ estimated
10/128GB
6.2GB
262k ctx
Runs comfortably
23
tok/s
ⓘ estimated
6
/ 128GB
88
/
89
/
85
Runs comfortably
23 tok/s
ⓘ estimated
6/128GB
Runs comfortably
2 tok/s
ⓘ estimated
61/128GB
Runs comfortably
4 tok/s
ⓘ estimated
33/128GB
Runs comfortably
8 tok/s
ⓘ estimated
18/128GB
Runs comfortably
8 tok/s
ⓘ estimated
18/128GB
Runs comfortably
19 tok/s
ⓘ estimated
50/128GB
Runs comfortably
37 tok/s
ⓘ estimated
25/128GB
Gemma 4 26B A4B
Q4_K_M
13.0GB
256k ctx
Runs comfortably
72
tok/s
ⓘ estimated
13
/ 128GB
85
/
88
/
84
Runs comfortably
72 tok/s
ⓘ estimated
13/128GB
Runs comfortably
9 tok/s
ⓘ estimated
17/128GB
Runs comfortably
5 tok/s
ⓘ estimated
28/128GB
Runs comfortably
7 tok/s
ⓘ estimated
20/128GB
Runs comfortably
4 tok/s
ⓘ estimated
34/128GB
Runs comfortably
5 tok/s
ⓘ estimated
29/128GB
Runs comfortably
6 tok/s
ⓘ estimated
25/128GB
Runs comfortably
8 tok/s
ⓘ estimated
18/128GB
Runs comfortably
14 tok/s
ⓘ estimated
10/128GB
Runs comfortably
19 tok/s
ⓘ estimated
8/128GB
Runs comfortably
21 tok/s
ⓘ estimated
7/128GB
60.0GB
1000k ctx
Runs comfortably
21
tok/s
ⓘ estimated
60
/ 128GB
78
/
76
/
74
Runs comfortably
21 tok/s
ⓘ estimated
60/128GB
58.0GB
1000k ctx
Runs comfortably
21
tok/s
ⓘ estimated
58
/ 128GB
78
/
76
/
74
Runs comfortably
21 tok/s
ⓘ estimated
58/128GB
Nemotron 3.5 Lightning
Q4_K_M
32.0GB
1000k ctx
Runs comfortably
39
tok/s
ⓘ estimated
32
/ 128GB
78
/
76
/
74
Runs comfortably
39 tok/s
ⓘ estimated
32/128GB
Runs comfortably
24 tok/s
ⓘ estimated
6/128GB
Runs comfortably
46 tok/s
ⓘ estimated
31/128GB
Runs comfortably
92 tok/s
ⓘ estimated
16/128GB
Runs comfortably
9 tok/s
ⓘ estimated
15/128GB
Runs comfortably
17 tok/s
ⓘ estimated
9/128GB
Runs comfortably
5 tok/s
ⓘ estimated
29/128GB
21.5GB
128k ctx
Runs comfortably
7
tok/s
ⓘ estimated
22
/ 128GB
72
/
77
/
80
Runs comfortably
7 tok/s
ⓘ estimated
22/128GB
Llama 3.3 70B Instruct
Q3_K_M
30.0GB
128k ctx
Runs comfortably
5
tok/s
ⓘ estimated
30
/ 128GB
72
/
77
/
80
Runs comfortably
5 tok/s
ⓘ estimated
30/128GB
Llama 3.3 70B Instruct
Q4_K_M
42.0GB
128k ctx
Runs comfortably
3
tok/s
ⓘ estimated
42
/ 128GB
72
/
77
/
80
Runs comfortably
3 tok/s
ⓘ estimated
42/128GB
74.0GB
128k ctx
Runs comfortably
2
tok/s
ⓘ estimated
74
/ 128GB
72
/
77
/
80
Runs comfortably
2 tok/s
ⓘ estimated
74/128GB
Runs comfortably
9 tok/s
ⓘ estimated
15/128GB
Runs comfortably
16 tok/s
ⓘ estimated
9/128GB
Runs comfortably
11 tok/s
ⓘ estimated
13/128GB
Runs comfortably
20 tok/s
ⓘ estimated
7/128GB
Runs comfortably
5 tok/s
ⓘ estimated
28/128GB
Runs comfortably
8 tok/s
ⓘ estimated
17/128GB
Runs comfortably
27 tok/s
ⓘ estimated
5/128GB
Runs comfortably
17 tok/s
ⓘ estimated
9/128GB
Runs comfortably
10 tok/s
ⓘ estimated
14/128GB
Runs comfortably
19 tok/s
ⓘ estimated
8/128GB
Mixtral 8x7B Instruct
Q4_K_M
26.5GB
32k ctx
Runs comfortably
19
tok/s
ⓘ estimated
27
/ 128GB
62
/
65
/
68
Runs comfortably
19 tok/s
ⓘ estimated
27/128GB
Mixtral 8x7B Instruct
Q3_K_M
19.0GB
32k ctx
Runs comfortably
27
tok/s
ⓘ estimated
19
/ 128GB
62
/
65
/
68
Runs comfortably
27 tok/s
ⓘ estimated
19/128GB
Runs comfortably
11 tok/s
ⓘ estimated
13/128GB
Runs comfortably
19 tok/s
ⓘ estimated
7/128GB
Runs comfortably
54 tok/s
ⓘ estimated
3/128GB
Runs comfortably
56 tok/s
ⓘ estimated
3/128GB
Runs comfortably
34 tok/s
ⓘ estimated
4/128GB
16.0GB
128k ctx
Runs comfortably
9
tok/s
ⓘ estimated
16
/ 128GB
52
/
55
/
62
Runs comfortably
9 tok/s
ⓘ estimated
16/128GB
8.0GB
128k ctx
Runs comfortably
18
tok/s
ⓘ estimated
8
/ 128GB
52
/
55
/
62
Runs comfortably
18 tok/s
ⓘ estimated
8/128GB
Llama 3.1 8B Instruct
Q4_K_M
4.5GB
128k ctx
Runs comfortably
31
tok/s
ⓘ estimated
5
/ 128GB
52
/
55
/
62
Runs comfortably
31 tok/s
ⓘ estimated
5/128GB
Runs comfortably
47 tok/s
ⓘ estimated
3/128GB
Runs comfortably
28 tok/s
ⓘ estimated
5/128GB
3.5GB
128k ctx
Runs comfortably
40
tok/s
ⓘ estimated
4
/ 128GB
35
/
38
/
50
Runs comfortably
40 tok/s
ⓘ estimated
4/128GB
Llama 3.2 3B Instruct
Q4_K_M
2.0GB
128k ctx
Runs comfortably
70
tok/s
ⓘ estimated
2
/ 128GB
35
/
38
/
50
Runs comfortably
70 tok/s
ⓘ estimated
2/128GB
Runs comfortably
2 tok/s
ⓘ estimated
60/128GB
Runs comfortably
4 tok/s
ⓘ estimated
33/128GB
Runs comfortably
8 tok/s
ⓘ estimated
18/128GB
Runs tight
120.0GB
0k cap
Runs tight
21
tok/s
ⓘ estimated
120
/ 128GB
93
/
92
/
91
Runs tight
21 tok/s
ⓘ estimated
120/128GB
Runs tight
12 tok/s
ⓘ estimated
125/128GB
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Official API and platform for Zhipu AI's open-source GLM models. GLM-5.2 avai...
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subscription
Official API and platform for Zhipu AI's open-source GLM models. GLM-5.2 avai...
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