Arc B580 vs Arc Pro B60 for local AI
The Arc Pro B60 fits more: up to Qwen3 32B, against Qwen3 14B on the Arc B580. They generate at about the same speed, since their memory bandwidth is close (456 and 456 GB/s).
Memory and bandwidth
Memory decides which models fit. Bandwidth decides how fast they generate, because every token reads the model's active weights once.
| Arc B580 | Arc Pro B60 | |
|---|---|---|
| Memory | 12 GB VRAM | 24 GB VRAM |
| Bandwidth | 456 GB/s | 456 GB/s |
| Biggest model that fits | Qwen3 14B | Qwen3 32B |
| Best everyday pick | Qwen3 14B, ~27 tok/s | Qwen3 30B-A3B, ~80 tok/s |
Every model, side by side
Estimated generation speed at the largest memory size each was sold in (12 GB and 24 GB).
| Model | Arc B580 | Arc Pro B60 |
|---|---|---|
| Qwen3 4B About 4 GB | ~100 tok/s Runs great | ~100 tok/s Runs great |
| Qwen3 8B About 7 GB | ~48 tok/s Runs great | ~48 tok/s Runs great |
| Gemma 3 12B About 10 GB | ~31 tok/s Runs great | ~31 tok/s Runs great |
| Qwen3 14B About 11 GB | ~27 tok/s Usable | ~27 tok/s Usable |
| gpt-oss 20B About 16 GB | Needs 16 GB | ~80 tok/s Runs great |
| Gemma 3 27B About 19 GB | Needs 19 GB | ~15 tok/s Usable |
| Qwen3 30B-A3B About 21 GB | Needs 21 GB | ~80 tok/s Runs great |
| Qwen3 32B About 22 GB | Needs 22 GB | ~13 tok/s Usable |
| Llama 3.3 70B About 45 GB | Needs 45 GB | Needs 45 GB |
| gpt-oss 120B About 67 GB | Needs 67 GB | Needs 67 GB |
| Qwen3 235B-A22B About 144 GB | Needs 144 GB | Needs 144 GB |
| DeepSeek R1 671B About 406 GB | Needs 406 GB | Needs 406 GB |
It depends. The Arc Pro B60 fits bigger models; the Arc B580 runs the models both fit faster. Price matters as much as either number: check used prices on the builds page, where every parts list has a measured or estimated speed.
Both columns use the same formula: memory bandwidth divided by the weights read per token, calibrated on our own rack, with Ollama's default 4-bit sizes. Real results are usually within about a third. Measured either one? Send us the number.
Other matchups
- Arc B580 vs RTX 306012 / 8 GB · 360 GB/s
- Arc B580 vs GTX 1080 Ti11 GB · 484 GB/s
- Arc B580 vs RTX 407012 GB · 504 GB/s
- Arc B580 vs RTX 4070 Super12 GB · 504 GB/s
- Arc Pro B60 vs RTX 4500 Ada24 GB · 432 GB/s
- Arc Pro B60 vs Tesla P4024 GB · 346 GB/s
- Arc Pro B60 vs A1024 GB · 600 GB/s
- Arc Pro B60 vs L424 GB · 300 GB/s