DeepSeek V4.1 Flash 552B — GB200 NVL72 vs MI300X Performance per Dollar
Cost per million tokens of GB200 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 →
Push DeepSeek V4.1 Flash 552B to 62 tok/s/user and GB200 NVL72 lands at $0.01 per million tokens against MI300X's $0.03 — GB200 NVL72 pulls ahead by 294%.
GB200 NVL72: $0.01 per million tokens. MI300X: $0.05. Both at 110 tok/s/user on DeepSeek V4.1 Flash 552B, with GB200 NVL72 386% cheaper.
Toward the upper edge of the 15–204 tok/s/user interactivity band — at 157 tok/s/user — GB200 NVL72 runs $0.02 per million tokens on DeepSeek V4.1 Flash 552B while MI300X runs $0.07. GB200 NVL72 is the cheaper choice by 323%. (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): GB200 NVL72 $1.86/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 | GB200 NVL72:$0.007MI300X:$0.027 | GB200 NVL72:$0.009MI300X:$0.046 | GB200 NVL72:$0.016MI300X:$0.069 |
| Concurrency | GB200 NVL72:~57MI300X:~8 | GB200 NVL72:~17MI300X:~4 | GB200 NVL72:~13MI300X:~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.