AMD Radeon PRO W7900: 48 GB, what it runs and what it costs
Specs checked · Aliteq Team · How we compute this
The short answer
The AMD Radeon PRO W7900 has 48 GB of VRAM and 864 GB/s of memory bandwidth (2023). At Q4_K_M quality or better with an 8K context it runs 35 of the open models we track; the largest that fits with room to spare is DeepSeek R1 Distill 70B. We don't see it for rent on the providers we track right now.
- VRAM
- 48 GB
- Bandwidth
- 864 GB/s
- Board power
- 295 W
- Launched
- 2023
Source: AMD specification · bandwidth not yet confirmed by a second source, so we don't estimate speed from it
Buy it or rent it
Not for rent on the providers we track right now. See every card that is.
Which AI models run on the AMD Radeon PRO W7900
Computed by our VRAM engine for an 8K context: the best quality each model fits at in 48 GB. Speeds are upper-bound estimates from memory bandwidth, not benchmarks.
| Model | Best fit | VRAM used | ~tok/s |
|---|---|---|---|
| Qwen3-Next 80B-A3B (MoE) | Q4_K_M | 46 GB96% · tight | — |
| Qwen3-Coder-Next 80B-A3B (MoE) | Q4_K_M | 46 GB96% · tight | — |
| DeepSeek R1 Distill 70B | Q4_K_M | 43 GB90% | — |
| Mixtral 8x7B (MoE) | Q8_0 | 48 GB100% · tight | — |
| Qwen3.6 35B-A3B (MoE) | Q8_0 | 37 GB76% | — |
| Ornith-1.5 35B-A3B (MoE) | Q8_0 | 37 GB76% | — |
| Qwen3.5 35B-A3B (MoE) | Q8_0 | 37 GB76% | — |
| DeepSeek R1 Distill 32B | Q8_0 | 35 GB73% | — |
| Qwen2.5 Coder 32B | Q8_0 | 35 GB73% | — |
| Qwen2.5 32B Instruct | Q8_0 | 35 GB73% | — |
| Qwen3 32B | Q8_0 | 35 GB73% | — |
| NVIDIA Nemotron 3 Nano 30B-A3B (MoE) | Q8_0 | 32 GB67% | — |
Fits only below Q4 quality: gpt-oss 120B (MoE) (Q2_K), Llama 4 Scout 17B-16E (MoE) (Q2_K), GLM-4.5-Air (MoE) (Q2_K).
Too big for 48 GB (rent a bigger card instead): what it costs to run NVIDIA Nemotron 3 Super 120B-A12B (MoE), what it costs to run Qwen3.5 122B-A10B (MoE), what it costs to run Qwen3.8-Flash-Next (MoE), what it costs to run MiniMax-M2.5 (MoE).
Check a model and context of your own in the VRAM calculator.
Cards to compare it with
- RTX 6000 Ada Generation · 48 GB
- RTX A6000 · 48 GB
- Apple M4 Max (14-core CPU / 32-core GPU) · 36 GB
- RTX 5000 Ada Generation · 32 GB
- Apple M4 Pro · 64 GB
- RTX 5090 · 32 GB
Every card by VRAM tier: all GPUs for gaming and local AI.