NVIDIA GeForce RTX 4070 Ti Super vs AMD Radeon RX 7900 XT

For running models locally, priced in the US. At 8k context the first runs 40 models fully in memory, the second 48.

In short

The AMD Radeon RX 7900 XT has more memory for models: 20 GB against 16 GB. At 8k context the AMD Radeon RX 7900 XT runs 48 of the models we track fully in memory and the NVIDIA GeForce RTX 4070 Ti Super 40; only the AMD Radeon RX 7900 XT holds Qwen 3.8 27B. On the models both run fully in memory, the AMD Radeon RX 7900 XT is about 1.1× as fast as the NVIDIA GeForce RTX 4070 Ti Super (estimated, median across models). In the US the NVIDIA GeForce RTX 4070 Ti Super costs $984 at Amazon and the AMD Radeon RX 7900 XT $800 at Amazon: the AMD Radeon RX 7900 XT is $184 cheaper.

Updated . Speeds are estimates; how they are worked out.

Specifications

SpecNVIDIA GeForce RTX 4070 Ti SuperAMD Radeon RX 7900 XT
GPUGeForce RTX 4070 Ti SuperRadeon RX 7900 XT
Memory16 GB GDDR6X20 GB GDDR6
Memory bus256-bit320-bit
Memory bandwidth672 GB/s800 GB/s
FP16 compute88 TFLOPS103 TFLOPS
SoftwareCUDAROCm
Board power285 W315 W
PCIe generationGen 4Gen 4
PCIe lanesx16x16

What each runs

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

ModelNVIDIA GeForce RTX 4070 Ti SuperAMD Radeon RX 7900 XT
Qwen 3.8 27Boffload24tok/sQ4_K_M
Qwen 3.6 27Boffload25tok/sQ4_K_M
Qwen 3.5 27Boffload25tok/sQ4_K_M
Gemma 4 26B-A4Boffload78tok/sQ5_K_M
Devstral Small 2 24B27tok/sQ4_K_M24tok/sQ5_K_M
GLM 4.7 Flashoffload76tok/sQ4_K_M
gpt-oss 20B95tok/sMXFP4100tok/sMXFP4
Qwen3 Coder 30B-A3Boffload100tok/sQ4_K_M
Gemma 4 12B32tok/sQ8_034tok/sQ8_0
Qwen 3.5 9B42tok/sQ8_045tok/sQ8_0
Mistral Small 3.2 24B27tok/sQ4_K_M24tok/sQ5_K_M
Gemma 3 27Boffload25tok/sQ4_K_M
Qwen3 14B31tok/sQ6_K26tok/sQ8_0
Ministral 3 14B27tok/sQ8_028tok/sQ8_0
DeepSeek R1 0528 Qwen3 8B42tok/sQ8_044tok/sQ8_0
Qwen3 8B42tok/sQ8_044tok/sQ8_0
Phi-4 14B30tok/sQ6_K26tok/sQ8_0
Qwen 3.5 4B87tok/sQ8_092tok/sQ8_0
Ministral 3 8B41tok/sQ8_043tok/sQ8_0
Granite 4.2 8B39tok/sQ8_041tok/sQ8_0
Gemma 4 E4B49tok/sQ8_052tok/sQ8_0
LFM2.5 8B-A1B170tok/sQ8_0180tok/sQ8_0
Llama 3.1 8B54tok/sQ6_K57tok/sQ6_K
Qwen2.5 0.5B660tok/sQ8_0697tok/sQ8_0
Qwen3.5 0.8B447tok/sQ8_0472tok/sQ8_0
Qwen3.5 2B268tok/sQ5_K_M283tok/sQ5_K_M
DeepSeek R1 Distill Qwen 1.5B196tok/sQ8_0207tok/sQ8_0
MiniCPM5 2B137tok/sQ8_0145tok/sQ8_0
LFM2.5 2.6B123tok/sQ8_0130tok/sQ8_0
LFM2.5 VL 3B123tok/sQ8_0130tok/sQ8_0
Spark X2.5 4B123tok/smlx-4bit130tok/smlx-4bit
Kimi VL A3B Thinking 2506115tok/sQ4_K_M79tok/sQ8_0
granite vision 4.1 4b97tok/sQ8_0103tok/sQ8_0
granite 4.2 3b91tok/sQ8_096tok/sQ8_0
Kimi VL A3B90tok/smlx-6bit75tok/smlx-8bit
Mellum2.1 12B A2.5B Thinking89tok/sQ8_094tok/sQ8_0
DeepSeek R1 Distill Qwen 7B49tok/sQ8_051tok/sQ8_0
GLM 4 9B 041449tok/smlx-5bit51tok/smlx-5bit
DeepSeek R1 Distill Llama 8B43tok/sQ8_046tok/sQ8_0
Ministral 3 8B Reasoning 251241tok/sQ8_043tok/sQ8_0
GLM 4.6V Flash40tok/sQ8_043tok/sQ8_0
GLM 4.1V 9B Thinking34tok/smlx-8bit36tok/smlx-8bit
DeepSeek R1 Distill Qwen 14B30tok/sQ6_K25tok/sQ8_0
Devstral Small 250727tok/sQ4_K_M24tok/sQ5_K_M
Magistral Small 250627tok/sQ4_K_M24tok/sQ5_K_M
Magistral Small 250727tok/sQ4_K_M24tok/sQ5_K_M
Magistral Small 250927tok/sQ4_K_M24tok/sQ5_K_M
LFM2.5 24B A2Boffload119tok/sQ5_K_M
Qwen 3.5 122B-A10Boffloadoffload
Gemma 4 31Boffloadoffload
Mistral Small 4 119Boffloadoffload
Qwen 3.6 35B-A3Boffloadoffload
GLM 4.5 Airwon't runoffload
Qwen 3.5 35B-A3Boffloadoffload
Nemotron 3.5 Lightning 30B-A3Boffloadoffload
Kimi Linear 48B-A3Boffloadoffload
Qwen3 32Boffloadoffload
DeepSeek R1 Distill Qwen 32Boffloadoffload
Llama 3.3 70Bwon't runoffload
granite 4.2 30boffloadoffload
Qwen3.8 27B OBLITERATEDoffloadoffload
DeepSeek R1 Distill Llama 70Bwon't runoffload
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
Nemotron 3 Super 120B-A12Bwon't runwon't run
Qwen3 Coder Nextwon't runwon't run
gpt-oss 120Bwon't runwon't run
Qwen3 Next 80B-A3Bwon't runwon't run
DeepSeek R1won't runwon't run
DeepSeek R1 0528won't runwon't run
DeepSeek R1 Zerowon't runwon't run
DeepSeek V3 0324won't runwon't run
DeepSeek V3.1won't runwon't run
DeepSeek V3.1 Terminuswon't runwon't run
DeepSeek V3.2won't runwon't run
DeepSeek V4 Flash 0731won't runwon't run
DeepSeek V4 Flash Vision Expwon't runwon't run
Devstral 2 123B Instruct 2512won't runwon't run
GLM 4.5Vwon't runwon't run
GLM 4.6won't runwon't run
GLM 4.6Vwon't runwon't run
GLM 4.7won't runwon't run
GLM 5.1won't runwon't run
GLM 5.2won't runwon't run
GLM 5.3won't runwon't run
Kimi Dev 72Bwon't runwon't run
Kimi K2won't runwon't run
Kimi K2 Instruct 0905won't runwon't run
Kimi K2 Thinkingwon't runwon't run
Kimi K2.5won't runwon't run
MiniMax M2won't runwon't run
MiniMax M2.1won't runwon't run
MiniMax M2.5won't runwon't run
MiniMax M3won't runwon't run
Mistral Medium 3.5 128Bwon't runwon't run

Questions

Which is better for local AI, the NVIDIA GeForce RTX 4070 Ti Super or the AMD Radeon RX 7900 XT?
Choose the AMD Radeon RX 7900 XT to run bigger models. Choose the AMD Radeon RX 7900 XT for speed. Choose the AMD Radeon RX 7900 XT to spend less.
Which can run bigger models, the NVIDIA GeForce RTX 4070 Ti Super or the AMD Radeon RX 7900 XT?
At 8k context the AMD Radeon RX 7900 XT runs 48 of the models we track fully in memory and the NVIDIA GeForce RTX 4070 Ti Super 40; only the AMD Radeon RX 7900 XT holds Qwen 3.8 27B.
Which is faster for local AI, the NVIDIA GeForce RTX 4070 Ti Super or the AMD Radeon RX 7900 XT?
On the models both run fully in memory, the AMD Radeon RX 7900 XT is about 1.1× as fast as the NVIDIA GeForce RTX 4070 Ti Super (estimated, median across models).
What is the price difference between the NVIDIA GeForce RTX 4070 Ti Super and the AMD Radeon RX 7900 XT?
In the US the NVIDIA GeForce RTX 4070 Ti Super costs $984 at Amazon and the AMD Radeon RX 7900 XT $800 at Amazon: the AMD Radeon RX 7900 XT is $184 cheaper.

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