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// RUN ON DATACENTER GPU
Run Retrieval-Augmented Generator on Datacenter GPU hardware
13 options ranked by estimated speed at Q4 / 8k context.
| Hardware | Est tok/s | Fits 8k? | Max ctx | ~Price |
|---|---|---|---|---|
| NVIDIA B200 → | ~19,853.9 | yes | 2667k | — |
| AMD Instinct MI325X → | ~13,178.9 | yes | 3566k | — |
| NVIDIA H200 → | ~11,912.4 | yes | 1951k | — |
| AMD Instinct MI300X 192GB → | ~11,641.4 | yes | 2667k | ~$15,000 |
| NVIDIA H100 SXM5 80GB → | ~8,313.8 | yes | 1095k | ~$30,000 |
| Intel Gaudi 3 → | ~7,599.3 | yes | 1769k | — |
| NVIDIA A100 SXM4 80GB → | ~5,060.3 | yes | 1095k | ~$15,000 |
| NVIDIA H100 PCIe 80GB → | ~4,963.5 | yes | 1095k | ~$25,000 |
| NVIDIA A100 PCIe 80GB → | ~4,802.2 | yes | 1095k | ~$12,000 |
| NVIDIA RTX PRO 6000 Blackwell → | ~4,447.3 | yes | 1319k | ~$8,500 |
| NVIDIA RTX 6000 Ada 48GB → | ~2,382.5 | yes | 646k | ~$6,800 |
| NVIDIA L40S 48GB → | ~2,144.2 | yes | 646k | ~$10,000 |
| AMD Radeon Pro W7900 48GB → | ~1,897.8 | yes | 646k | ~$3,999 |
Estimate at Q4 (memory-bound). Click any option for its full per-hardware estimate and measured numbers.
FAQ
What Datacenter GPU hardware runs Retrieval-Augmented Generator?▶
On GenAIList, 13 Datacenter GPU options can run Retrieval-Augmented Generator at Q4 — the fastest is the NVIDIA B200 at ~19,853.9 tok/s.
How fast is Retrieval-Augmented Generator on Datacenter GPU hardware?▶
Estimated generation speed ranges from ~1,897.8 to ~19,853.9 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.