NVIDIA RTX PRO 6000 Blackwell

96 GB · 1,792 GB/s · 600 W

Prices

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What it runs

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

ModelQuantFitsMemoryMax contextDecode @8kPrefillGood for
DeepSeek V4 Flash

DeepSeek

UD-Q2_K_XLfits91.6 GB50k89k with q8 cache

89tok/sest.

3549 tok/schat, coding, agents, long documents
Qwen 3.8 Flash Next

Alibaba Qwen

UD-Q3_K_XLfits84.8 GB256k

21tok/sest.

1824 tok/schat, coding, long documents
MiniMax M2.7

MiniMax

UD-Q2_K_XLfits72.8 GB99k182k with q8 cache

117tok/sest.

8014 tok/schat, coding, agents
Qwen 3.8 27B

Alibaba Qwen

Q8_0fits28.4 GB256k

37tok/sest.

3967 tok/schat, coding, agents, long documents
Qwen 3.5 122B-A10B

Alibaba Qwen

Q6_Kfits95.1 GB16k26k with q8 cache

79tok/sest.

10495 tok/schat, coding, agents, long documents
Qwen 3.6 27B

Alibaba Qwen

Q8_0fits28.0 GB256k

38tok/sest.

3967 tok/schat, coding, agents, long documents
gpt-oss 120B

OpenAI

MXFP4fits60.1 GB128k

195tok/sest.

17793 tok/schat, coding, agents, long documents
Qwen3 Coder Next

Alibaba Qwen

Q8_0fits80.0 GB256k

151tok/sest.

26510 tok/schat, coding, agents, long documents
Nemotron 3 Super 120B-A12B

NVIDIA

UD-Q4_K_Mfits77.8 GB256k

81tok/sest.

9243 tok/schat, coding, agents, long documents
Gemma 4 31B

Google

Q8_0fits32.5 GB256k

33tok/sest.

3459 tok/schat, coding, agents, long documents
Mistral Small 4 119B

Mistral AI

UD-Q6_Kfits93.5 GB75k119k with q8 cache

110tok/sest.

13714 tok/schat, coding, agents, long documents
Qwen 3.6 35B-A3B

Alibaba Qwen

Q8_0fits35.3 GB256k

201tok/sest.

33997 tok/schat, coding, agents, long documents
Qwen 3.5 27B

Alibaba Qwen

Q8_0fits28.0 GB256k

38tok/sest.

3967 tok/schat, coding, agents, long documents
Gemma 4 26B-A4B

Google

Q8_0fits26.1 GB256k

147tok/sest.

25905 tok/schat, coding, agents, long documents
GLM 4.5 Air

Z.ai

Q6_Kfits94.4 GB13k24k with q8 cache

40tok/sest.

5233 tok/schat
Qwen 3.5 35B-A3B

Alibaba Qwen

Q8_0fits35.3 GB256k

201tok/sest.

33997 tok/schat, coding, agents, long documents
Qwen3 Next 80B-A3B

Alibaba Qwen

Q8_0fits80.0 GB256k

196tok/sest.

33327 tok/schat, coding, agents, long documents
GLM 4.7 Flash

Z.ai

Q8_0fits30.8 GB198k

117tok/sest.

19026 tok/schat, coding, agents, long documents
Devstral Small 2 24B

Mistral AI

Q8_0fits25.3 GB384k

42tok/sest.

4473 tok/schat, coding, agents, long documents
Nemotron 3.5 Lightning 30B-A3B

NVIDIA

UD-Q6_K_XLfits33.4 GB256k

195tok/sest.

35423 tok/schat, coding, agents, long documents
gpt-oss 20B

OpenAI

MXFP4fits12.2 GB128k

253tok/sest.

24607 tok/schat, coding, agents, long documents
Kimi Linear 48B-A3B

Moonshot AI

Q8_0fits49.5 GB1024k

202tok/sest.

32311 tok/schat, coding, long documents
Qwen3 Coder 30B-A3B

Alibaba Qwen

Q8_0fits31.7 GB256k

167tok/sest.

24595 tok/schat, coding, agents, long documents
Qwen3 32B

Alibaba Qwen

Q8_0fits35.2 GB40k

30tok/sest.

3060 tok/schat, coding, long documents
Gemma 4 12B

Google

Q8_0fits13.0 GB256k

85tok/sest.

9026 tok/schat, coding, long documents
Qwen 3.5 9B

Alibaba Qwen

Q8_0fits9.9 GB256k

113tok/sest.

11430 tok/schat, coding, long documents
Mistral Small 3.2 24B

Mistral AI

Q8_0fits25.3 GB128k

42tok/sest.

4473 tok/schat, coding, long documents
Gemma 3 27B

Google

Q8_0fits28.5 GB128k

37tok/sest.

4021 tok/schat, coding, long documents
DeepSeek R1 Distill Qwen 32B

DeepSeek

Q8_0fits35.2 GB128k

30tok/sest.

3199 tok/schat, coding, long documents
Llama 3.3 70B

Meta

Q8_0fits73.1 GB78k128k with q8 cache

14tok/sest.

1494 tok/s–
Ministral 3 14B

Mistral AI

Q8_0fits15.4 GB256k

71tok/sest.

7418 tok/schat, coding, long documents
Qwen3 14B

Alibaba Qwen

Q8_0fits16.6 GB40k

65tok/sest.

6895 tok/schat, coding, long documents
DeepSeek R1 0528 Qwen3 8B

DeepSeek

Q8_0fits10.0 GB128k

112tok/sest.

12066 tok/schat, coding, long documents
Qwen3 8B

Alibaba Qwen

Q8_0fits10.0 GB40k

112tok/sest.

12066 tok/schat, coding, long documents
Phi-4 14B

Microsoft

Q8_0fits16.8 GB16k

64tok/sest.

6941 tok/schat, coding, long documents
Qwen 3.5 4B

Alibaba Qwen

Q8_0fits5.2 GB256k

231tok/sest.

23010 tok/schat, coding, long documents
Ministral 3 8B

Mistral AI

Q8_0fits10.2 GB256k

109tok/sest.

11274 tok/schat, coding, long documents
Granite 4.2 8B

IBM

Q8_0fits10.7 GB128k

104tok/sest.

11190 tok/schat, coding, agents, long documents
Gemma 4 E4B

Google

Q8_0fits8.6 GB128k

131tok/sest.

13851 tok/schat, coding, long documents
LFM2.5 8B-A1B

Liquid AI

Q8_0fits9.5 GB125k

455tok/sest.

80847 tok/schat, coding, long documents
Llama 3.1 8B

Meta

Q6_Kfits7.9 GB128k

145tok/sest.

12456 tok/schat, coding, long documents
GLM 5.3 Flash

Z.ai

UD-Q2_K_XLoffload102.2 GB–

33tok/sest.

3464 tok/schat, coding, agents, 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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