DeepSeek R1 — MI300X vs Vera Rubin NVL72 Performance per Dollar
Cost per million tokens of MI300X (AMD CDNA 3) versus Vera Rubin NVL72 (NVIDIA Vera Rubin) on DeepSeek R1. Large-hyperscaler-volume ownership TCO normalized by total tokens — performance per dollar across LLM workloads. Pick the more cost-efficient SKU at every target interactivity level. Use the chart controls below to switch sequences, precisions, and metrics — same interactions as the main inference chart.
At 139 tok/s/user on DeepSeek R1, Vera Rubin NVL72 comes in at $0.00 per million tokens. MI300X hasn't been benchmarked at this operating point.
Only Vera Rubin NVL72 has cost data at 226 tok/s/user on DeepSeek R1 — $0.00 per million tokens. MI300X is unmeasured at this target.
Vera Rubin NVL72 costs $0.00 per million tokens at 313 tok/s/user on DeepSeek R1; we have no MI300X benchmark data at this exact target. (Numbers reflect the default 8k/1k · fp4 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)
Chip pricing (owning hyperscaler): MI300X $0.95/chip/hr · Vera Rubin NVL72 $3.61/chip/hr. Source: SemiAnalysis Market July 2026 Pricing Surveys & AI Cloud TCO Model.
| Metric | Interactivity (tok/s/user) | Interactivity (tok/s/user) | Interactivity (tok/s/user) |
|---|---|---|---|
| Dollar per Million Tokens | MI300X:—Vera Rubin NVL72:$0.000 | MI300X:—Vera Rubin NVL72:$0.000 | MI300X:—Vera Rubin NVL72:$0.000 |
| Concurrency | MI300X:—Vera Rubin NVL72:~400 | MI300X:—Vera Rubin NVL72:~400 | MI300X:—Vera Rubin NVL72:~400 |