Muse Spark Open 816B — H200 vs Vera Rubin NVL72 Performance per Dollar
Cost per million tokens of H200 (NVIDIA Hopper) versus Vera Rubin NVL72 (NVIDIA Vera Rubin) on Muse Spark Open 816B. 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 Muse Spark Open 816B at 127 tok/s/user, the per-million math comes out to $0.08 for H200 and $0.01 for Vera Rubin NVL72; Vera Rubin NVL72 delivers 920% more total tokens per dollar.
At 148 tok/s/user on Muse Spark Open 816B, H200 costs $0.12 per million tokens; Vera Rubin NVL72 costs $0.01. Vera Rubin NVL72 is 1196% more cost-efficient at this operating point.
Vera Rubin NVL72 edges H200 at 168 tok/s/user on Muse Spark Open 816B — $0.01 per million tokens versus $0.17, a 1527% 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): H200 $1.22/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 | H200:$0.083Vera Rubin NVL72:$0.008 | H200:$0.119Vera Rubin NVL72:$0.009 | H200:$0.168Vera Rubin NVL72:$0.010 |
| Concurrency | H200:~6Vera Rubin NVL72:~82 | H200:~4Vera Rubin NVL72:~68 | H200:~2Vera Rubin NVL72:~57 |