Muse Spark Open 816B — H200 vs Vera Rubin NVL72
Head-to-head AI inference benchmark comparison of H200 (NVIDIA Hopper) and Vera Rubin NVL72 (NVIDIA Vera Rubin) on Muse Spark Open 816B. Latency, throughput, and cost across LLM workloads. 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 127 tok/s/user interactivity on Muse Spark Open 816B, H200 delivers 4092 tok/s/chip at $0.08 per million tokens; Vera Rubin NVL72 delivers 123443 tok/s/chip at $0.01. Vera Rubin NVL72 is 920% cheaper per token; Vera Rubin NVL72 delivers 2917% more tok/s/chip at this point.
H200 posts 2852 tok/s/chip for $0.12 per million tokens at 148 tok/s/user on Muse Spark Open 816B; Vera Rubin NVL72 posts 109358 tok/s/chip for $0.01. Vera Rubin NVL72 is 1196% cheaper per token; Vera Rubin NVL72 delivers 3734% more tok/s/chip.
Throughput at 168 tok/s/user on Muse Spark Open 816B: H200 hits 2021 tok/s/chip, Vera Rubin NVL72 hits 97287. Per-million costs land at $0.17 and $0.01 respectively. Vera Rubin NVL72 is 1527% cheaper per token; Vera Rubin NVL72 delivers 4715% more tok/s/chip. (Numbers reflect the default agentic-traces · fp4 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)
| Metric | Interactivity (tok/s/user) | Interactivity (tok/s/user) | Interactivity (tok/s/user) |
|---|---|---|---|
| Throughput (tok/s/chip) | H200:4091.8Vera Rubin NVL72:123442.7 | H200:2852.4Vera Rubin NVL72:109357.5 | H200:2020.7Vera Rubin NVL72:97287.4 |
| Cost ($/M tok) | H200:$0.083Vera Rubin NVL72:$0.008 | H200:$0.119Vera Rubin NVL72:$0.009 | H200:$0.168Vera Rubin NVL72:$0.010 |
| tok/s/MW | H200:2986716Vera Rubin NVL72:37406864 | H200:2082014Vera Rubin NVL72:33138645 | H200:1474935Vera Rubin NVL72:29481015 |
| Concurrency | H200:~6Vera Rubin NVL72:~82 | H200:~4Vera Rubin NVL72:~68 | H200:~2Vera Rubin NVL72:~57 |