NVIDIA RTX PRO 6000 Blackwell vs NVIDIA GeForce RTX 3090

For running models locally, priced in India. At 32k context the first runs 41 models fully in memory, the second 26.

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
DeepSeek V4 Flash69tok/sUD-Q2_K_XLwon't run
Qwen 3.8 Flash Next21tok/sUD-Q3_K_XLwon't run
MiniMax M2.756tok/sUD-Q2_K_XLwon't run
Qwen 3.8 27B35tok/sQ8_026tok/sUD-Q5_K_M
Qwen 3.5 122B-A10B81tok/sQ5_K_Moffload
Qwen 3.6 27B36tok/sQ8_027tok/sQ5_K_M
gpt-oss 120B154tok/sMXFP4won't run
Qwen3 Coder Next133tok/sQ8_0offload
Nemotron 3 Super 120B-A12B79tok/sUD-Q4_K_Mwon't run
Gemma 4 31B31tok/sQ8_027tok/sQ4_K_M
Mistral Small 4 119B101tok/sUD-Q6_Koffload
Qwen 3.6 35B-A3B175tok/sQ8_0135tok/sUD-Q4_K_M
Qwen 3.5 27B36tok/sQ8_027tok/sQ5_K_M
Gemma 4 26B-A4B132tok/sQ8_078tok/sUD-Q6_K
GLM 4.5 Air35tok/sQ5_K_Moffload
Qwen 3.5 35B-A3B175tok/sQ8_0135tok/sQ4_K_M
Qwen3 Next 80B-A3B166tok/sQ8_0offload
GLM 4.7 Flash95tok/sQ8_065tok/sQ5_K_M
Devstral Small 2 24B37tok/sQ8_026tok/sQ5_K_M
Nemotron 3.5 Lightning 30B-A3B187tok/sUD-Q6_K_XLoffload
gpt-oss 20B206tok/sMXFP4108tok/sMXFP4
Kimi Linear 48B-A3B191tok/sQ8_0offload
Qwen3 Coder 30B-A3B104tok/sQ8_069tok/sQ4_K_M
Qwen3 32B26tok/sQ8_0offload
Gemma 4 12B82tok/sQ8_043tok/sQ8_0
Qwen 3.5 9B104tok/sQ8_055tok/sQ8_0
Mistral Small 3.2 24B37tok/sQ8_026tok/sQ5_K_M
Gemma 3 27B35tok/sQ8_026tok/sQ5_K_M
DeepSeek R1 Distill Qwen 32B26tok/sQ8_0offload
Llama 3.3 70B13tok/sQ8_0won't run
Ministral 3 14B56tok/sQ8_029tok/sQ8_0
Qwen3 14B53tok/sQ8_028tok/sQ8_0
DeepSeek R1 0528 Qwen3 8B82tok/sQ8_043tok/sQ8_0
Qwen3 8B82tok/sQ8_043tok/sQ8_0
Phi-4 14B50tok/sQ8_026tok/sQ8_0
Qwen 3.5 4B198tok/sQ8_0104tok/sQ8_0
Ministral 3 8B82tok/sQ8_043tok/sQ8_0
Granite 4.2 8B76tok/sQ8_039tok/sQ8_0
Gemma 4 E4B121tok/sQ8_063tok/sQ8_0
LFM2.5 8B-A1B249tok/sQ8_0130tok/sQ8_0
Llama 3.1 8B102tok/sQ6_K53tok/sQ6_K
GLM 5.3 Flashoffloadwon't run