GLM 5.3 744B — GB200 NVL72 vs Vera Rubin NVL72 Performance per Dollar
Cost per million tokens of GB200 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 →
Push GLM 5.3 744B to 160 tok/s/user and GB200 NVL72 lands at $0.04 per million tokens against Vera Rubin NVL72's $0.01 — Vera Rubin NVL72 pulls ahead by 244%.
GB200 NVL72: $0.07 per million tokens. Vera Rubin NVL72: $0.02. Both at 208 tok/s/user on GLM 5.3 744B, with Vera Rubin NVL72 292% cheaper.
Toward the upper edge of the 112–303 tok/s/user interactivity band — at 256 tok/s/user — GB200 NVL72 runs $0.12 per million tokens on GLM 5.3 744B while Vera Rubin NVL72 runs $0.03. Vera Rubin NVL72 is the cheaper choice by 274%. (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 · 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 | GB200 NVL72:$0.042Vera Rubin NVL72:$0.012 | GB200 NVL72:$0.074Vera Rubin NVL72:$0.019 | GB200 NVL72:$0.118Vera Rubin NVL72:$0.031 |
| Concurrency | GB200 NVL72:~56Vera Rubin NVL72:~290 | GB200 NVL72:~8Vera Rubin NVL72:~157 | GB200 NVL72:~4Vera Rubin NVL72:~71 |
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.