NVIDIA RTX PRO 6000 Blackwell vs NVIDIA GeForce RTX 3090

For running models locally, priced in India. At 128k context the first runs 39 models fully in memory, the second 9.

Specifications

SpecNVIDIA RTX PRO 6000 BlackwellNVIDIA GeForce RTX 3090
GPURTX PRO 6000 BlackwellGeForce RTX 3090
Memory96 GB GDDR724 GB GDDR6X
Memory bus512-bit384-bit
Memory bandwidth1,792 GB/s936 GB/s
FP16 compute504 TFLOPS71 TFLOPS
SoftwareCUDACUDA
Board power600 W350 W
PCIe generationGen 5Gen 4
PCIe lanesx16x16

What each runs

Estimated decode speed with the most precise quant that fits each one est.

ModelNVIDIA RTX PRO 6000 BlackwellNVIDIA GeForce RTX 3090
Qwen 3.8 Flash Next20tok/sUD-Q3_K_XLwon't run
Qwen 3.8 27B29tok/sQ8_0offload
Qwen 3.5 122B-A10B62tok/sQ5_K_Moffload
Qwen 3.6 27B30tok/sQ8_0offload
Qwen3 Coder Next90tok/sQ8_0won't run
gpt-oss 120B84tok/sMXFP4won't run
Nemotron 3 Super 120B-A12B72tok/sUD-Q4_K_Mwon't run
Gemma 4 31B25tok/sQ8_0offload
Mistral Small 4 119B80tok/sUD-Q5_K_Moffload
Qwen 3.6 35B-A3B114tok/sQ8_0offload
Qwen 3.5 27B30tok/sQ8_0offload
Gemma 4 26B-A4B95tok/sQ8_063tok/sUD-Q4_K_M
GLM 4.5 Air19tok/sQ4_K_Mwon't run
Qwen 3.5 35B-A3B114tok/sQ8_0offload
Qwen3 Next 80B-A3B104tok/sQ8_0won't run
GLM 4.7 Flash54tok/sQ8_0offload
Devstral Small 2 24B24tok/sQ8_0offload
Nemotron 3.5 Lightning 30B-A3B160tok/sUD-Q6_K_XLoffload
Kimi Linear 48B-A3B155tok/sQ8_0offload
gpt-oss 20B118tok/sMXFP462tok/sMXFP4
Qwen3 Coder 30B-A3B42tok/sQ8_0offload
Qwen3 32B16tok/sQ8_0won't run
Gemma 4 12B73tok/sQ8_038tok/sQ8_0
Qwen 3.5 9B80tok/sQ8_042tok/sQ8_0
Gemma 3 27B28tok/sQ8_0offload
Mistral Small 3.2 24B24tok/sQ8_0offload
DeepSeek R1 Distill Qwen 32B16tok/sQ8_0won't run
Llama 3.3 70B12tok/sQ5_K_Mwon't run
Ministral 3 14B31tok/sQ8_0offload
Qwen3 14B30tok/sQ8_0offload
DeepSeek R1 0528 Qwen3 8B40tok/sQ8_0offload
Qwen3 8B40tok/sQ8_0offload
Phi-4 14B26tok/sQ8_0offload
Qwen 3.5 4B126tok/sQ8_066tok/sQ8_0
Ministral 3 8B41tok/sQ8_025tok/sQ4_K_M
Granite 4.2 8B36tok/sQ8_0offload
Gemma 4 E4B93tok/sQ8_048tok/sQ8_0
LFM2.5 8B-A1B89tok/sQ8_046tok/sQ8_0
Llama 3.1 8B47tok/sQ6_K25tok/sQ5_K_M
DeepSeek V4 Flashoffloadwon't run
GLM 5.3 Flashoffloadwon't run
MiniMax M2.7offloadwon't run