Qwen3-235B-A22B (Alibaba) is a 235.1B parameters MoE (22B active per token) open-weight model tracked on AI Hashrate. At 8K context we estimate roughly 134.71 GB VRAM for Q4 (weights 129.31 GB + KV 4.4 GB + 1 GB overhead) and 475.6 GB for FP16. About 3 GPUs/accelerators in our catalog fully fit this model at Q4 under that context assumption. Fastest Q4 configs: B200 192GB SXM ≈ 231.4 tok/s (estimated); MI300X 192GB ≈ 153.3 tok/s (estimated); Mac Studio M2 Ultra 192GB ≈ 23.1 tok/s (estimated). Use the table below for VRAM fit and tok/s per dollar (list MSRP). Estimates follow memory-bandwidth math; measured rows override when present. See methodology for details. Methodology.
| Hardware | VRAM | Quant | tok/s | Fits? | tok/s/$ |
|---|---|---|---|---|---|
| H200 141GB SXM5 | 141 | Q4 | 434.6 est. | No | 0.012 |
| Gaudi 3 128GB | 128 | Q4 | 244.4 est. | No | 0.02 |
| B200 192GB SXM | 192 | Q4 | 231.4 est. | Yes | 0.006 |
| MI300X 192GB | 192 | Q4 | 153.3 est. | Yes | 0.01 |
| H100 80GB SXM5 | 80 | Q4 | 97.6 est. | No | 0.003 |
| A100 80GB SXM4 | 80 | Q4 | 59.4 est. | No | 0.004 |
| MacBook Pro M4 Max 128GB | 128 | Q4 | 40.7 est. | No | 0.009 |
| Mac Studio M3 Ultra 96GB | 96 | Q4 | 34.4 est. | No | 0.009 |
| MacBook Pro M3 Max 128GB | 128 | Q4 | 29.8 est. | No | 0.007 |
| B200 192GB SXM | 192 | FP16 | 29.6 est. | No | 0.001 |
| Mac Studio M2 Ultra 192GB | 192 | Q4 | 23.1 est. | Yes | 0.003 |
| MI300X 192GB | 192 | FP16 | 19.6 est. | No | 0.001 |
| RTX 6000 Ada 48GB | 48 | Q4 | 10.1 est. | No | 0.001 |
| H200 141GB SXM5 | 141 | FP16 | 9.6 est. | No | 0.0 |
| L40S 48GB | 48 | Q4 | 9.1 est. | No | 0.001 |
| RTX A6000 48GB | 48 | Q4 | 8.1 est. | No | 0.002 |
| Gaudi 3 128GB | 128 | FP16 | 5.4 est. | No | 0.0 |
| Mac mini M4 Pro 64GB | 64 | Q4 | 5.1 est. | No | 0.002 |
| Mac Studio M2 Ultra 192GB | 192 | FP16 | 3.0 est. | No | 0.0 |
| MacBook Pro M4 Max 128GB | 128 | FP16 | 0.9 est. | No | 0.0 |
| MacBook Pro M3 Max 128GB | 128 | FP16 | 0.7 est. | No | 0.0 |