Model
Fit
Speed
Memory
Scores / Run
Runs comfortably
Ornith-1.5-35B-A3B
Q8_0
37.8GB
262k ctx
Runs comfortably
76
tok/s
ⓘ estimated
38
/ 48GB
91
/
89
/
86
Runs comfortably
76 tok/s
ⓘ estimated
38/48GB
Ornith-1.5-35B-A3B
Q6_K
29.2GB
262k ctx
Runs comfortably
99
tok/s
ⓘ estimated
29
/ 48GB
91
/
89
/
86
Runs comfortably
99 tok/s
ⓘ estimated
29/48GB
Ornith-1.5-35B-A3B
Q5_K_M
25.3GB
262k ctx
Runs comfortably
114
tok/s
ⓘ estimated
25
/ 48GB
91
/
89
/
86
Runs comfortably
114 tok/s
ⓘ estimated
25/48GB
Ornith-1.5-35B-A3B
Q4_K_M
21.7GB
262k ctx
Runs comfortably
133
tok/s
ⓘ estimated
22
/ 48GB
91
/
89
/
86
Runs comfortably
133 tok/s
ⓘ estimated
22/48GB
Qwen3.6 35B A3B
Q4_K_M
20.0GB
262k ctx
Runs comfortably
140
tok/s
ⓘ estimated
20
/ 48GB
90
/
91
/
87
Runs comfortably
140 tok/s
ⓘ estimated
20/48GB
Runs comfortably
76 tok/s
ⓘ estimated
37/48GB
Pokee-Isaac 28B
Q4_K_M
16.0GB
10000k ctx
Runs comfortably
15
tok/s
ⓘ estimated
16
/ 48GB
90
/
88
/
88
Runs comfortably
15 tok/s
ⓘ estimated
16/48GB
Runs comfortably
9 tok/s
ⓘ estimated
28/48GB
17.6GB
262k ctx
Runs comfortably
14
tok/s
ⓘ estimated
18
/ 48GB
88
/
89
/
85
Runs comfortably
14 tok/s
ⓘ estimated
18/48GB
9.8GB
262k ctx
Runs comfortably
24
tok/s
ⓘ estimated
10
/ 48GB
88
/
89
/
85
Runs comfortably
24 tok/s
ⓘ estimated
10/48GB
6.2GB
262k ctx
Runs comfortably
39
tok/s
ⓘ estimated
6
/ 48GB
88
/
89
/
85
Runs comfortably
39 tok/s
ⓘ estimated
6/48GB
15.2GB
262k ctx
Runs comfortably
16
tok/s
ⓘ estimated
15
/ 48GB
88
/
89
/
85
Runs comfortably
16 tok/s
ⓘ estimated
15/48GB
Runs comfortably
13 tok/s
ⓘ estimated
18/48GB
Runs comfortably
13 tok/s
ⓘ estimated
18/48GB
Runs comfortably
7 tok/s
ⓘ estimated
33/48GB
Runs comfortably
15 tok/s
ⓘ estimated
16/48GB
Runs comfortably
114 tok/s
ⓘ estimated
14/48GB
Gemma 4 26B A4B
Q4_K_M
13.0GB
256k ctx
Runs comfortably
122
tok/s
ⓘ estimated
13
/ 48GB
85
/
88
/
84
Runs comfortably
122 tok/s
ⓘ estimated
13/48GB
Runs comfortably
64 tok/s
ⓘ estimated
25/48GB
Runs comfortably
9 tok/s
ⓘ estimated
28/48GB
Runs comfortably
15 tok/s
ⓘ estimated
17/48GB
Runs comfortably
8 tok/s
ⓘ estimated
29/48GB
Runs comfortably
10 tok/s
ⓘ estimated
25/48GB
Runs comfortably
7 tok/s
ⓘ estimated
34/48GB
Runs comfortably
12 tok/s
ⓘ estimated
20/48GB
Nemotron 3.5 Lightning
Q4_K_M
32.0GB
1000k ctx
Runs comfortably
66
tok/s
ⓘ estimated
32
/ 48GB
78
/
76
/
74
Runs comfortably
66 tok/s
ⓘ estimated
32/48GB
Runs comfortably
36 tok/s
ⓘ estimated
7/48GB
Runs comfortably
32 tok/s
ⓘ estimated
8/48GB
Runs comfortably
25 tok/s
ⓘ estimated
10/48GB
Runs comfortably
42 tok/s
ⓘ estimated
6/48GB
Runs comfortably
13 tok/s
ⓘ estimated
18/48GB
Runs comfortably
157 tok/s
ⓘ estimated
16/48GB
Runs comfortably
79 tok/s
ⓘ estimated
31/48GB
Runs comfortably
28 tok/s
ⓘ estimated
9/48GB
Runs comfortably
8 tok/s
ⓘ estimated
29/48GB
Runs comfortably
16 tok/s
ⓘ estimated
15/48GB
Runs comfortably
86 tok/s
ⓘ estimated
20/48GB
Llama 3.3 70B Instruct
Q4_K_M
42.0GB
128k ctx
Runs comfortably
6
tok/s
ⓘ estimated
42
/ 48GB
72
/
77
/
80
Runs comfortably
6 tok/s
ⓘ estimated
42/48GB
Llama 3.3 70B Instruct
Q3_K_M
30.0GB
128k ctx
Runs comfortably
8
tok/s
ⓘ estimated
30
/ 48GB
72
/
77
/
80
Runs comfortably
8 tok/s
ⓘ estimated
30/48GB
21.5GB
128k ctx
Runs comfortably
11
tok/s
ⓘ estimated
22
/ 48GB
72
/
77
/
80
Runs comfortably
11 tok/s
ⓘ estimated
22/48GB
Runs comfortably
27 tok/s
ⓘ estimated
9/48GB
Runs comfortably
16 tok/s
ⓘ estimated
15/48GB
Runs comfortably
33 tok/s
ⓘ estimated
7/48GB
Runs comfortably
18 tok/s
ⓘ estimated
13/48GB
Runs comfortably
9 tok/s
ⓘ estimated
28/48GB
Runs comfortably
14 tok/s
ⓘ estimated
17/48GB
Runs comfortably
28 tok/s
ⓘ estimated
9/48GB
Runs comfortably
46 tok/s
ⓘ estimated
5/48GB
Mixtral 8x7B Instruct
Q4_K_M
26.5GB
32k ctx
Runs comfortably
33
tok/s
ⓘ estimated
27
/ 48GB
62
/
65
/
68
Runs comfortably
33 tok/s
ⓘ estimated
27/48GB
Mixtral 8x7B Instruct
Q3_K_M
19.0GB
32k ctx
Runs comfortably
46
tok/s
ⓘ estimated
19
/ 48GB
62
/
65
/
68
Runs comfortably
46 tok/s
ⓘ estimated
19/48GB
Runs comfortably
18 tok/s
ⓘ estimated
14/48GB
Runs comfortably
32 tok/s
ⓘ estimated
8/48GB
Runs comfortably
18 tok/s
ⓘ estimated
13/48GB
Runs comfortably
33 tok/s
ⓘ estimated
7/48GB
Runs comfortably
92 tok/s
ⓘ estimated
3/48GB
Runs comfortably
96 tok/s
ⓘ estimated
3/48GB
Runs comfortably
59 tok/s
ⓘ estimated
4/48GB
16.0GB
128k ctx
Runs comfortably
15
tok/s
ⓘ estimated
16
/ 48GB
52
/
55
/
62
Runs comfortably
15 tok/s
ⓘ estimated
16/48GB
8.0GB
128k ctx
Runs comfortably
30
tok/s
ⓘ estimated
8
/ 48GB
52
/
55
/
62
Runs comfortably
30 tok/s
ⓘ estimated
8/48GB
Llama 3.1 8B Instruct
Q4_K_M
4.5GB
128k ctx
Runs comfortably
53
tok/s
ⓘ estimated
5
/ 48GB
52
/
55
/
62
Runs comfortably
53 tok/s
ⓘ estimated
5/48GB
Runs comfortably
80 tok/s
ⓘ estimated
3/48GB
Runs comfortably
48 tok/s
ⓘ estimated
5/48GB
3.5GB
128k ctx
Runs comfortably
69
tok/s
ⓘ estimated
4
/ 48GB
35
/
38
/
50
Runs comfortably
69 tok/s
ⓘ estimated
4/48GB
Llama 3.2 3B Instruct
Q4_K_M
2.0GB
128k ctx
Runs comfortably
120
tok/s
ⓘ estimated
2
/ 48GB
35
/
38
/
50
Runs comfortably
120 tok/s
ⓘ estimated
2/48GB
Runs comfortably
7 tok/s
ⓘ estimated
33/48GB
Runs comfortably
13 tok/s
ⓘ estimated
18/48GB
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