NVIDIA RTX PRO 6000 Blackwell

96 GB · 1,792 GB/s · 600 W

Prices

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What two of them run

Every model in the catalogue, with the best quant for this hardware. Estimates, not measurements.

ModelQuantFitsMemoryMax contextDecode @64kPrefillGood for
DeepSeek V4 Flash

DeepSeek

UD-Q4_K_XLfits151.3 GB503k896k with q8 cache

40tok/sest.

1006 tok/schat, coding, agents, long documents
GLM 5.3 Flash

Z.ai

UD-Q4_K_XLfits188.3 GB215k309k with q8 cache

40tok/sest.

1539 tok/schat, coding, agents, long documents
Qwen 3.8 Flash Next

Alibaba Qwen

Q8_0fits178.4 GB256k

10tok/sest.

1708 tok/s–
Qwen 3.8 27B

Alibaba Qwen

Q8_0fits32.7 GB256k

33tok/sest.

3314 tok/schat, coding, agents, long documents
MiniMax M2.7

MiniMax

UD-Q5_K_Mfits174.2 GB130k200k with q8 cache

27tok/sest.

3150 tok/schat, coding, agents, long documents
Qwen 3.5 122B-A10B

Alibaba Qwen

Q8_0fits124.1 GB256k

55tok/sest.

6897 tok/schat, coding, agents, long documents
Qwen 3.6 27B

Alibaba Qwen

Q8_0fits32.2 GB256k

34tok/sest.

3314 tok/schat, coding, agents, long documents
gpt-oss 120B

OpenAI

MXFP4fits62.8 GB128k

120tok/sest.

10697 tok/schat, coding, agents, long documents
Qwen3 Coder Next

Alibaba Qwen

Q8_0fits82.0 GB256k

115tok/sest.

15981 tok/schat, coding, agents, long documents
Nemotron 3 Super 120B-A12B

NVIDIA

Q8_0fits121.8 GB256k

51tok/sest.

8016 tok/schat, coding, agents, long documents
Gemma 4 31B

Google

Q8_0fits37.7 GB256k

29tok/sest.

3026 tok/schat, coding, agents, long documents
Mistral Small 4 119B

Mistral AI

Q8_0fits120.7 GB1024k

74tok/sest.

6780 tok/schat, coding, agents, long documents
Qwen 3.6 35B-A3B

Alibaba Qwen

Q8_0fits37.2 GB256k

149tok/sest.

19950 tok/schat, coding, agents, long documents
Qwen 3.5 27B

Alibaba Qwen

Q8_0fits32.2 GB256k

34tok/sest.

3314 tok/schat, coding, agents, long documents
Gemma 4 26B-A4B

Google

Q8_0fits27.9 GB256k

117tok/sest.

20426 tok/schat, coding, agents, long documents
GLM 4.5 Air

Z.ai

Q8_0fits122.4 GB128k

22tok/sest.

2097 tok/schat, coding, long documents
Qwen 3.5 35B-A3B

Alibaba Qwen

Q8_0fits37.2 GB256k

149tok/sest.

19950 tok/schat, coding, agents, long documents
Qwen3 Next 80B-A3B

Alibaba Qwen

Q8_0fits82.0 GB256k

139tok/sest.

18228 tok/schat, coding, agents, long documents
GLM 4.7 Flash

Z.ai

Q8_0fits34.4 GB198k

76tok/sest.

9897 tok/schat, coding, agents, long documents
Devstral Small 2 24B

Mistral AI

Q8_0fits34.8 GB384k

31tok/sest.

3263 tok/schat, coding, agents, long documents
Nemotron 3.5 Lightning 30B-A3B

NVIDIA

UD-Q6_K_XLfits34.5 GB256k

177tok/sest.

24595 tok/schat, coding, agents, long documents
Kimi Linear 48B-A3B

Moonshot AI

Q8_0fits50.7 GB1024k

177tok/sest.

16024 tok/schat, coding, long documents
gpt-oss 20B

OpenAI

MXFP4fits14.3 GB128k

165tok/sest.

15269 tok/schat, coding, agents, long documents
Qwen3 Coder 30B-A3B

Alibaba Qwen

Q8_0fits37.7 GB256k

69tok/sest.

7139 tok/schat, coding, agents, long documents
Qwen3 32B

Alibaba Qwen

Q8_0fits49.9 GB40k

21tok/sest.

1690 tok/schat, coding, long documents
Gemma 4 12B

Google

Q8_0fits14.6 GB256k

79tok/sest.

7852 tok/schat, coding, long documents
Qwen 3.5 9B

Alibaba Qwen

Q8_0fits12.4 GB256k

95tok/sest.

9610 tok/schat, coding, long documents
Gemma 3 27B

Google

Q8_0fits33.6 GB128k

32tok/sest.

3712 tok/schat, coding, long documents
Mistral Small 3.2 24B

Mistral AI

Q8_0fits34.8 GB128k

31tok/sest.

3263 tok/schat, coding, long documents
DeepSeek R1 Distill Qwen 32B

DeepSeek

Q8_0fits49.9 GB128k

21tok/sest.

2091 tok/schat, coding, long documents
Llama 3.3 70B

Meta

Q8_0fits91.3 GB128k

12tok/sest.

999 tok/s–
Ministral 3 14B

Mistral AI

Q8_0fits24.8 GB256k

44tok/sest.

4594 tok/schat, coding, long documents
Qwen3 14B

Alibaba Qwen

Q8_0fits26.1 GB40k

42tok/sest.

4023 tok/schat, coding, long documents
DeepSeek R1 0528 Qwen3 8B

DeepSeek

Q8_0fits18.6 GB128k

61tok/sest.

6351 tok/schat, coding, long documents
Qwen3 8B

Alibaba Qwen

Q8_0fits18.6 GB40k

61tok/sest.

6351 tok/schat, coding, long documents
Phi-4 14B

Microsoft

Q8_0fits28.5 GB16k

38tok/sest.

4038 tok/schat, coding, long documents
Qwen 3.5 4B

Alibaba Qwen

Q8_0fits7.7 GB256k

166tok/sest.

16659 tok/schat, coding, long documents
Ministral 3 8B

Mistral AI

Q8_0fits18.4 GB256k

61tok/sest.

6284 tok/schat, coding, long documents
Granite 4.2 8B

IBM

Q8_0fits20.2 GB128k

55tok/sest.

5807 tok/schat, coding, agents, long documents
Gemma 4 E4B

Google

Q8_0fits10.9 GB128k

110tok/sest.

12587 tok/schat, coding, long documents
LFM2.5 8B-A1B

Liquid AI

Q8_0fits12.9 GB125k

156tok/sest.

26864 tok/schat, coding, long documents
Llama 3.1 8B

Meta

Q6_Kfits15.6 GB128k

73tok/sest.

6823 tok/schat, coding, long documents

Specifications

From the manufacturer's published specifications; sources are linked where we have them.

GPU
RTX PRO 6000 Blackwell
Memory
96 GB GDDR7
Memory bus
512-bit
Memory bandwidth
1,792 GB/s
FP16 compute
504 TFLOPS
Software
CUDA
Board power
600 W
PCIe generation
Gen 5
PCIe lanes
x16

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