AMD/ CDNA2
AMD Instinct MI250X
128 GB
VRAM (Flagship)
3277 GB/s
Memory Bandwidth
274 / 290
Models fit at Q4 (94%)
~416 tok/s
7B Q4 speed (Blazing)
Model coverage at Q494% of all models
Specifications
VRAM
128 GB
Bandwidth
3277 GB/s
FP16 Compute
383 TFLOPS
TDP
560W
Memory
HBM2e
Architecture
CDNA2
PCIe
Gen 4 x16
MSRP
$10,000
265
Fast models (>30 tok/s)
Real-time chat speed
274
Usable models (>10 tok/s)
Comfortable for all tasks
274
Total compatible
Fit in VRAM at Q4
Compatible Models(274)
S
GPT-2 124M0.124B
gpt21K ctxchat
6.5
quality
VRAM0%
0.4 GB
23491
tok/s
23491
tok/s
0% VRAM
S
SmolLM2 135M0.135B
smollm2K ctxchat
7
quality
VRAM0%
0.4 GB
21577
tok/s
21577
tok/s
0% VRAM
S
Nomic Embed Text v1.50.137B
embedding8K ctxembedding
VRAM0%
0.3 GB
21262
tok/s
21262
tok/s
0% VRAM
S
mxbai-embed-large-v10.335B
embedding1K ctxembedding
VRAM0%
0.4 GB
8695
tok/s
8695
tok/s
0% VRAM
S
Snowflake Arctic Embed L0.335B
embedding1K ctxembedding
VRAM0%
0.4 GB
8695
tok/s
8695
tok/s
0% VRAM
S
GPT-2 Medium 345M0.345B
gpt21K ctxchat
5.9
quality
VRAM0%
0.5 GB
8443
tok/s
8443
tok/s
0% VRAM
S
SmolLM2 360M0.36B
smollm8K ctxchat
8.2
quality
VRAM0%
0.5 GB
8091
tok/s
8091
tok/s
0% VRAM
S
Qwen 1.5 0.5B0.5B
qwen32K ctxchat
9.9
quality
VRAM1%
0.8 GB
5826
tok/s
5826
tok/s
1% VRAM
S
Qwen 2.5 0.5B0.5B
qwen32K ctxchat
19.4
quality
VRAM1%
0.8 GB
5826
tok/s
5826
tok/s
1% VRAM
S
BGE-M30.568B
embedding8K ctxembedding
VRAM0%
0.6 GB
5128
tok/s
5128
tok/s
0% VRAM
S
Qwen3 0.6B0.6B
qwen32K ctxchatreasoning
20.2
quality
VRAM0%
0.6 GB
4855
tok/s
4855
tok/s
0% VRAM
S
GPT-2 Large 774M0.774B
gpt21K ctxchat
5.6
quality
VRAM1%
0.7 GB
3763
tok/s
3763
tok/s
1% VRAM
S
Qwen3-0.6B0.8B
qwen40K ctxchat
12.3
quality
VRAM1%
0.9 GB
3641
tok/s
3641
tok/s
1% VRAM
S
Qwen3.5-0.8B0.9B
qwen256K ctxchat
20.5
quality
VRAM1%
1.0 GB
3237
tok/s
3237
tok/s
1% VRAM
S
Falcon3-1B1B
falcon32K ctxchat
42
quality
VRAM1%
1.0 GB
2913
tok/s
2913
tok/s
1% VRAM
S
InternLM2 1B1B
internlm32K ctxchat
VRAM1%
1.0 GB
2913
tok/s
2913
tok/s
1% VRAM
S
TinyLlama-1.1B1.1B
llama2K ctxchat
13.6
quality
VRAM1%
1.1 GB
2648
tok/s
2648
tok/s
1% VRAM
S
TinyLlama 1.1B1.1B
llama2K ctxchat
13.6
quality
VRAM1%
1.1 GB
2648
tok/s
2648
tok/s
1% VRAM
S
Llama-3.2-1B1.2B
llama4K ctxchat
13.6
quality
VRAM1%
1.2 GB
2427
tok/s
2427
tok/s
1% VRAM
S
LFM2.5-1.2B-Thinking1.2B
lfm122K ctxchatreasoningtool_use
18.3
quality
VRAM1%
0.7 GB
2427
tok/s
2427
tok/s
1% VRAM
S
DeepSeek Coder 1.3B1.3B
deepseek16K ctxcoding
16.8
quality
VRAM1%
1.2 GB
2241
tok/s
2241
tok/s
1% VRAM
S
OPT 1.3B1.3B
opt2K ctxchat
5.3
quality
VRAM1%
1.2 GB
2241
tok/s
2241
tok/s
1% VRAM
S
Phi-1 1.3B1.3B
phi2K ctxcoding
7.2
quality
VRAM1%
1.2 GB
2241
tok/s
2241
tok/s
1% VRAM
S
Phi-1.5 1.3B1.3B
phi2K ctxchatcoding
7.2
quality
VRAM1%
1.2 GB
2241
tok/s
2241
tok/s
1% VRAM
S
GPT-2 XL 1.5B1.5B
gpt21K ctxchat
5.1
quality
VRAM1%
1.3 GB
1942
tok/s
1942
tok/s
1% VRAM
S
Qwen2.5-Coder-1.5B1.5B
qwen32K ctxcodingchat
22.8
quality
VRAM1%
1.3 GB
1942
tok/s
1942
tok/s
1% VRAM
S
Qwen2 Math 1.5B1.5B
qwen4K ctxreasoning
22.8
quality
VRAM1%
1.3 GB
1942
tok/s
1942
tok/s
1% VRAM
S
Qwen 2.5 1.5B1.5B
qwen32K ctxchatcoding
30.2
quality
VRAM1%
1.3 GB
1942
tok/s
1942
tok/s
1% VRAM
S
Yi Coder 1.5B1.5B
yi125K ctxcoding
14.6
quality
VRAM1%
1.3 GB
1942
tok/s
1942
tok/s
1% VRAM
S
stablelm-2-1_6b1.6B
stablelm4K ctxchat
9.5
quality
VRAM1%
1.4 GB
1821
tok/s
1821
tok/s
1% VRAM
S
Qwen3 1.7B1.7B
qwen32K ctxchatreasoning
32.6
quality
VRAM1%
1.4 GB
1713
tok/s
1713
tok/s
1% VRAM
S
SmolLM2 1.7B1.71B
smollm8K ctxchat
16.2
quality
VRAM1%
1.4 GB
1703
tok/s
1703
tok/s
1% VRAM
S
Qwen 1.5 1.8B1.8B
qwen32K ctxchat
22.8
quality
VRAM1%
1.5 GB
1618
tok/s
1618
tok/s
1% VRAM
S
Moondream2 1.9B1.9B
other2K ctxvisionchat
26.2
quality
VRAM1%
1.4 GB
1533
tok/s
1533
tok/s
1% VRAM
S
Granite 4.0 Tiny7BMoE
granite125K ctxchatcodingmultilingual
49.2
quality
VRAM3%
4.4 GB
1456
tok/s
1456
tok/s
3% VRAM
S
Gemma 1 2B2B
gemma8K ctxchat
20.2
quality
VRAM1%
1.6 GB
1456
tok/s
1456
tok/s
1% VRAM
S
Granite 3.0 2B2B
granite128K ctxchatcoding
35.8
quality
VRAM1%
1.6 GB
1456
tok/s
1456
tok/s
1% VRAM
S
Granite 3.1 2B2B
granite128K ctxchatcoding
37.8
quality
VRAM1%
1.6 GB
1456
tok/s
1456
tok/s
1% VRAM
S
Qwen2-VL 2B2.21B
qwen32K ctxchatvision
28.3
quality
VRAM1%
1.7 GB
1318
tok/s
1318
tok/s
1% VRAM
S
Qwen3.5-2B2.3B
qwen256K ctxchat
15.9
quality
VRAM1%
1.8 GB
1266
tok/s
1266
tok/s
1% VRAM
Get personalized recommendations
See ranked models with benchmark scores, run commands, and precise speed estimates for your Instinct MI250X.