Muse Spark Open 816B · Performance per Dollar

Muse Spark Open 816B — GB200 NVL72 vs TPU7x Performance per Dollar

Cost per million tokens of GB200 NVL72 (NVIDIA Blackwell) versus TPU7x (Google Ironwood) 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 →

At 165 tok/s/user on Muse Spark Open 816B, GB200 NVL72 costs $0.02 per million tokens; TPU7x costs $0.02. TPU7x is 59% more cost-efficient at this operating point.

TPU7x edges GB200 NVL72 at 236 tok/s/user on Muse Spark Open 816B — $0.02 per million tokens versus $0.04, a 90% cost-per-token gap.

Push Muse Spark Open 816B to 307 tok/s/user and GB200 NVL72 lands at $0.06 per million tokens against TPU7x's $0.03 — TPU7x pulls ahead by 130%. (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 · TPU7x $1.03/chip/hr. Source: SemiAnalysis Market July 2026 Pricing Surveys & AI Cloud TCO Model.

View full latency + throughput comparison →

Muse Spark Open 816B: GB200 NVL72 versus TPU7x cost per million tokens at matched interactivity levels — GB200 NVL72 versus TPU7x cost per million tokens for this comparison's canonical default workload. Lower cost indicates better performance per dollar.

Interpolated from real benchmark data. Edit target interactivity values below to compare at different operating points.

Metric	Interactivity (tok/s/user)	Interactivity (tok/s/user)	Interactivity (tok/s/user)
Dollar per Million Tokens	GB200 NVL72:$0.024TPU7x:$0.015	GB200 NVL72:$0.035TPU7x:$0.018	GB200 NVL72:$0.059TPU7x:$0.026
Concurrency	GB200 NVL72:~12TPU7x:~13	GB200 NVL72:~9TPU7x:~9	GB200 NVL72:~5TPU7x:~7