DeepSeek V4.1 Flash 552B — GB300 NVL72 vs MI300X Performance per Dollar
Cost per million tokens of GB300 NVL72 (NVIDIA Blackwell) versus MI300X (AMD CDNA 3) on DeepSeek V4.1 Flash 552B. 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.
AgentX replays real coding-agent sessions rather than fixed-length prompts, so context grows turn over turn and most of each request is served from cache instead of being recomputed. That turns the comparison into a systems question: KV transfer between nodes, prefix-aware routing, and cache capacity all move the curve alongside raw chip throughput. Fixed-sequence workloads stay the clean baseline for kernel and silicon performance, so the two scenarios answer different questions about the same hardware. Learn more about AgentX →
On DeepSeek V4.1 Flash 552B at 68 tok/s/user, the per-million math comes out to $0.00 for GB300 NVL72 and $0.03 for MI300X; GB300 NVL72 delivers 834% more total tokens per dollar.
At 114 tok/s/user on DeepSeek V4.1 Flash 552B, GB300 NVL72 costs $0.00 per million tokens; MI300X costs $0.05. GB300 NVL72 is 1036% more cost-efficient at this operating point.
GB300 NVL72 edges MI300X at 159 tok/s/user on DeepSeek V4.1 Flash 552B — $0.01 per million tokens versus $0.07, a 953% cost-per-token gap. (Numbers reflect the default agentic-traces · fp4 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)
Chip pricing (owning hyperscaler): GB300 NVL72 $2.31/chip/hr · MI300X $0.95/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 | GB300 NVL72:$0.003MI300X:$0.029 | GB300 NVL72:$0.004MI300X:$0.049 | GB300 NVL72:$0.007MI300X:$0.069 |
| Concurrency | GB300 NVL72:~77MI300X:~7 | GB300 NVL72:~37MI300X:~3 | GB300 NVL72:~32MI300X:~1 |
Inference Performance
Agentic inference metrics from the AgentX scenario and fixed-sequence inference metrics across models, hardware configurations, and serving parameters.
No data available
No measurements to plot for this selection. Review the benchmark controls above or adjust quick filters.