GLM 5.3 744B — 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 GLM 5.3 744B. 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 →
Vera Rubin NVL72 edges GB300 NVL72 at 168 tok/s/user on GLM 5.3 744B — $0.01 per million tokens versus $0.05, a 250% cost-per-token gap.
Push GLM 5.3 744B to 224 tok/s/user and GB300 NVL72 lands at $0.06 per million tokens against Vera Rubin NVL72's $0.02 — Vera Rubin NVL72 pulls ahead by 188%.
GB300 NVL72: $0.19 per million tokens. Vera Rubin NVL72: $0.04. Both at 280 tok/s/user on GLM 5.3 744B, with Vera Rubin NVL72 388% cheaper. (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:$0.045Vera Rubin NVL72:$0.013 | GB300 NVL72:$0.064Vera Rubin NVL72:$0.022 | GB300 NVL72:$0.188Vera Rubin NVL72:$0.038 |
| Concurrency | GB300 NVL72:~60Vera Rubin NVL72:~265 | GB300 NVL72:~28Vera Rubin NVL72:~122 | GB300 NVL72:~3Vera Rubin NVL72:~50 |
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.