Llama-3.1-70B-Instruct (Meta) is a 70.6B parameters open-weight model tracked on AI Hashrate. At 8K context we estimate roughly 53.83 GB VRAM for Q4 (weights 38.83 GB + KV 14.0 GB + 1 GB overhead) and 156.2 GB for FP16. About 11 GPUs/accelerators in our catalog fully fit this model at Q4 under that context assumption. Fastest Q4 configs: B200 192GB SXM ≈ 520.0 tok/s (measured); MI300X 192GB ≈ 48.2 tok/s (estimated); H200 141GB SXM5 ≈ 43.6 tok/s (estimated); H100 80GB SXM5 ≈ 30.5 tok/s (estimated); Gaudi 3 128GB ≈ 29.8 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/$ |
|---|---|---|---|---|---|
| B200 192GB SXM | 192 | Q4 | 520.0 measured | Yes | 0.013 |
| H100 80GB SXM5 | 80 | FP16 | 180.0 measured | No | 0.006 |
| MI300X 192GB | 192 | FP16 | 165.0 measured | Yes | 0.011 |
| MI300X 192GB | 192 | Q4 | 48.2 est. | Yes | 0.003 |
| H200 141GB SXM5 | 141 | Q4 | 43.6 est. | Yes | 0.001 |
| H100 80GB SXM5 | 80 | Q4 | 30.5 est. | Yes | 0.001 |
| Gaudi 3 128GB | 128 | Q4 | 29.8 est. | Yes | 0.002 |
| H200 141GB SXM5 | 141 | FP16 | 27.9 est. | No | 0.001 |
| B200 192GB SXM | 192 | FP16 | 20.0 est. | Yes | 0.001 |
| RTX 6000 Ada 48GB | 48 | Q4 | 19.8 est. | No | 0.003 |
| A100 80GB SXM4 | 80 | Q4 | 18.5 est. | Yes | 0.001 |
| L40S 48GB | 48 | Q4 | 17.8 est. | No | 0.002 |
| RTX 5090 32GB | 32 | Q4 | 16.4 est. | No | 0.008 |
| RTX A6000 48GB | 48 | Q4 | 15.9 est. | No | 0.004 |
| Gaudi 3 128GB | 128 | FP16 | 15.7 est. | No | 0.001 |
| RTX 4090 24GB | 24 | Q4 | 12.5 measured | No | 0.008 |
| Mac Studio M2 Ultra 192GB | 192 | Q4 | 8.0 measured | Yes | 0.001 |
| Mac Studio M3 Ultra 96GB | 96 | Q4 | 7.4 est. | Yes | 0.002 |
| RTX 4090D 24GB (China) | 24 | Q4 | 5.2 est. | No | 0.003 |
| RTX 3090 Ti 24GB | 24 | Q4 | 5.2 est. | No | 0.003 |
| RX 7900 XTX 24GB | 24 | Q4 | 5.0 est. | No | 0.005 |
| MacBook Pro M4 Max 128GB | 128 | Q4 | 5.0 est. | Yes | 0.001 |
| RTX 3090 24GB | 24 | Q4 | 4.8 est. | No | 0.003 |
| A100 80GB SXM4 | 80 | FP16 | 3.8 est. | No | 0.0 |
| MacBook Pro M3 Max 128GB | 128 | Q4 | 3.6 est. | Yes | 0.001 |
| RX 7900 XT 20GB | 20 | Q4 | 2.9 est. | No | 0.003 |
| MacBook Pro M4 Max 128GB | 128 | FP16 | 2.6 est. | No | 0.001 |
| Mac mini M4 Pro 64GB | 64 | Q4 | 2.5 est. | Yes | 0.001 |
| RTX 5080 16GB | 16 | Q4 | 2.2 est. | No | 0.002 |
| Mac Studio M3 Ultra 96GB | 96 | FP16 | 2.2 est. | No | 0.001 |
| RTX 5070 Ti 16GB | 16 | Q4 | 2.1 est. | No | 0.003 |
| Mac Studio M2 Ultra 192GB | 192 | FP16 | 2.0 est. | Yes | 0.0 |
| MacBook Pro M3 Max 128GB | 128 | FP16 | 1.9 est. | No | 0.0 |
| RTX 4080 Super 16GB | 16 | Q4 | 1.7 est. | No | 0.002 |
| RTX 4070 Ti Super 16GB | 16 | Q4 | 1.5 est. | No | 0.002 |
| RX 9070 16GB | 16 | Q4 | 1.5 est. | No | 0.003 |
| RX 9070 XT 16GB | 16 | Q4 | 1.5 est. | No | 0.003 |
| RX 7800 XT 16GB | 16 | Q4 | 1.4 est. | No | 0.003 |
| RX 7900 GRE 16GB | 16 | Q4 | 1.3 est. | No | 0.002 |
| Arc A770 16GB | 16 | Q4 | 1.3 est. | No | 0.004 |
| Mac mini M4 32GB | 32 | Q4 | 1.1 est. | No | 0.001 |
| RTX 5060 Ti 16GB | 16 | Q4 | 1.0 est. | No | 0.002 |
| T4 16GB | 16 | Q4 | 0.7 est. | No | 0.0 |
| RTX 4060 Ti 16GB | 16 | Q4 | 0.7 est. | No | 0.001 |
| RX 7600 XT 16GB | 16 | Q4 | 0.7 est. | No | 0.002 |
| L40S 48GB | 48 | FP16 | 0.6 est. | No | 0.0 |
| RTX 6000 Ada 48GB | 48 | FP16 | 0.6 est. | No | 0.0 |
| RTX A6000 48GB | 48 | FP16 | 0.5 est. | No | 0.0 |
| Mac mini M4 Pro 64GB | 64 | FP16 | 0.3 est. | No | 0.0 |