DeepSeekv4 Pro 0813 1.6T — GB300 NVL72 vs Vera Rubin NVL72 Performance per Dollar
Cost per million tokens of GB300 NVL72 (NVIDIA Blackwell) versus Vera Rubin NVL72 (NVIDIA Vera Rubin) on DeepSeekv4 Pro 0813 1.6T. 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 130 tok/s/user on DeepSeekv4 Pro 0813 1.6T, GB300 NVL72 costs $0.01 per million tokens; Vera Rubin NVL72 costs $0.00. Vera Rubin NVL72 is 130% more cost-efficient at this operating point.
Vera Rubin NVL72 edges GB300 NVL72 at 187 tok/s/user on DeepSeekv4 Pro 0813 1.6T — $0.01 per million tokens versus $0.05, a 561% cost-per-token gap.
Push DeepSeekv4 Pro 0813 1.6T to 243 tok/s/user and GB300 NVL72 lands at $0.11 per million tokens against Vera Rubin NVL72's $0.22 — GB300 NVL72 pulls ahead by 92%. (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 · 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 | GB300 NVL72:$0.009Vera Rubin NVL72:$0.004 | GB300 NVL72:$0.049Vera Rubin NVL72:$0.007 | GB300 NVL72:$0.113Vera Rubin NVL72:$0.217 |
| Concurrency | GB300 NVL72:~325Vera Rubin NVL72:~2737 | GB300 NVL72:~32Vera Rubin NVL72:~1213 | GB300 NVL72:~1Vera Rubin NVL72:~19 |
Inference Performance
Agentic inference metrics from the AgentX scenario and fixed-sequence inference metrics across models, hardware configurations, and serving parameters.