Intel Arc B580 vs NVIDIA GeForce RTX 5070 Ti

For running models locally, priced in the US. At 32k context the first runs 10 models fully in memory, the second 13.

Specifications

SpecIntel Arc B580NVIDIA GeForce RTX 5070 Ti
GPUArc B580GeForce RTX 5070 Ti
Memory12 GB GDDR616 GB GDDR7
Memory bus192-bit256-bit
Memory bandwidth456 GB/s896 GB/s
FP16 compute116.5 TFLOPS88 TFLOPS
SoftwareSYCL / oneAPICUDA
Board power190 W300 W
PCIe generationGen 4Gen 5
PCIe lanesx8x16

What each runs

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

ModelIntel Arc B580NVIDIA GeForce RTX 5070 Ti
gpt-oss 20Boffload103tok/sMXFP4
Gemma 4 12B21tok/sQ6_K41tok/sQ8_0
Qwen 3.5 9B21tok/sQ8_052tok/sQ8_0
Ministral 3 14Boffload37tok/sQ5_K_M
Qwen3 14Boffload39tok/sQ4_K_M
DeepSeek R1 0528 Qwen3 8B21tok/sQ5_K_M41tok/sQ8_0
Qwen3 8B21tok/sQ5_K_M41tok/sQ8_0
Qwen 3.5 4B41tok/sQ8_099tok/sQ8_0
Ministral 3 8B22tok/sQ5_K_M41tok/sQ8_0
Granite 4.2 8B21tok/sQ4_K_M38tok/sQ8_0
Gemma 4 E4B25tok/sQ8_061tok/sQ8_0
LFM2.5 8B-A1B47tok/sQ8_0125tok/sQ8_0
Llama 3.1 8B21tok/sQ6_K51tok/sQ6_K
Qwen 3.8 27Boffloadoffload
Qwen 3.5 122B-A10Bwon't runoffload
Qwen 3.6 27Boffloadoffload
Gemma 4 31Boffloadoffload
Mistral Small 4 119Bwon't runoffload
Qwen 3.6 35B-A3Boffloadoffload
Qwen 3.5 27Boffloadoffload
Gemma 4 26B-A4Boffloadoffload
Qwen 3.5 35B-A3Boffloadoffload
GLM 4.7 Flashoffloadoffload
Devstral Small 2 24Boffloadoffload
Nemotron 3.5 Lightning 30B-A3Boffloadoffload
Kimi Linear 48B-A3Boffloadoffload
Qwen3 Coder 30B-A3Boffloadoffload
Qwen3 32Boffloadoffload
Gemma 3 27Boffloadoffload
Mistral Small 3.2 24Boffloadoffload
DeepSeek R1 Distill Qwen 32Boffloadoffload
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
Nemotron 3 Super 120B-A12Bwon't runwon't run
Qwen3 Coder Nextwon't runwon't run
gpt-oss 120Bwon't runwon't run
GLM 4.5 Airwon't runwon't run
Qwen3 Next 80B-A3Bwon't runwon't run
Llama 3.3 70Bwon't runwon't run