AMD Radeon AI PRO R9700 vs NVIDIA GeForce RTX 3090

For running models locally, priced in India. At 128k context the first runs 24 models fully in memory, the second 9.

Specifications

SpecAMD Radeon AI PRO R9700NVIDIA GeForce RTX 3090
GPURadeon AI PRO R9700GeForce RTX 3090
Memory32 GB GDDR624 GB GDDR6X
Memory bus256-bit384-bit
Memory bandwidth640 GB/s936 GB/s
FP16 compute191 TFLOPS71 TFLOPS
SoftwareROCmCUDA
Board power300 W350 W
PCIe generationGen 5Gen 4
PCIe lanesx16x16

What each runs

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

ModelAMD Radeon AI PRO R9700NVIDIA GeForce RTX 3090
Qwen 3.8 27B12tok/sUD-Q6_Koffload
Qwen 3.6 27B11tok/sQ6_Koffload
Gemma 4 31B12tok/sQ4_K_Moffload
Qwen 3.6 35B-A3B43tok/sUD-Q5_K_Moffload
Qwen 3.5 27B11tok/sQ6_Koffload
Gemma 4 26B-A4B30tok/sQ8_063tok/sUD-Q4_K_M
Qwen 3.5 35B-A3B41tok/sQ6_Koffload
GLM 4.7 Flash19tok/sQ6_Koffload
Kimi Linear 48B-A3B72tok/sQ4_K_Moffload
gpt-oss 20B37tok/sMXFP462tok/sMXFP4
Qwen3 Coder 30B-A3B14tok/sQ4_K_Moffload
Gemma 4 12B23tok/sQ8_038tok/sQ8_0
Qwen 3.5 9B25tok/sQ8_042tok/sQ8_0
Gemma 3 27B12tok/sQ5_K_Moffload
Qwen3 14B12tok/sQ4_K_Moffload
Ministral 3 14B11tok/sQ5_K_Moffload
DeepSeek R1 0528 Qwen3 8B13tok/sQ8_0offload
Qwen3 8B13tok/sQ8_0offload
Qwen 3.5 4B40tok/sQ8_066tok/sQ8_0
Ministral 3 8B13tok/sQ8_025tok/sQ4_K_M
Granite 4.2 8B11tok/sQ8_0offload
Gemma 4 E4B29tok/sQ8_048tok/sQ8_0
LFM2.5 8B-A1B28tok/sQ8_046tok/sQ8_0
Llama 3.1 8B15tok/sQ6_K25tok/sQ5_K_M
Qwen 3.5 122B-A10Boffloadoffload
Qwen3 Coder Nextoffloadwon't run
Nemotron 3 Super 120B-A12Boffloadwon't run
Mistral Small 4 119Boffloadoffload
Qwen3 Next 80B-A3Boffloadwon't run
Devstral Small 2 24Boffloadoffload
Nemotron 3.5 Lightning 30B-A3Boffloadoffload
Qwen3 32Boffloadwon't run
Mistral Small 3.2 24Boffloadoffload
DeepSeek R1 Distill Qwen 32Boffloadwon't run
Phi-4 14Boffloadoffload
DeepSeek V4 Flashwon't runwon't run
GLM 5.3 Flashwon't runwon't run
Qwen 3.8 Flash Nextwon't runwon't run
MiniMax M2.7won't runwon't run
gpt-oss 120Bwon't runwon't run
GLM 4.5 Airwon't runwon't run
Llama 3.3 70Bwon't runwon't run