DeepSeek V4.1 Flash 552B — GB200 NVL72 vs H100 Performance per Dollar
Cost per million tokens of GB200 NVL72 (NVIDIA Blackwell) versus H100 (NVIDIA Hopper) 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 →
At 226 tok/s/user on DeepSeek V4.1 Flash 552B, GB200 NVL72 costs $0.03 per million tokens; H100 costs $0.13. GB200 NVL72 is 295% more cost-efficient at this operating point.
GB200 NVL72 edges H100 at 243 tok/s/user on DeepSeek V4.1 Flash 552B — $0.04 per million tokens versus $0.13, a 237% cost-per-token gap.
Push DeepSeek V4.1 Flash 552B to 259 tok/s/user and GB200 NVL72 lands at $0.05 per million tokens against H100's $0.13 — GB200 NVL72 pulls ahead by 181%. (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 · H100 $1.17/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:$0.033H100:$0.130 | GB200 NVL72:$0.039H100:$0.131 | GB200 NVL72:$0.047H100:$0.132 |
| Concurrency | GB200 NVL72:~8H100:~2 | GB200 NVL72:~7H100:~1 | GB200 NVL72:~6H100:~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.