DeepSeek V4 Pro 1.6T · Performance per Dollar

DeepSeek V4 Pro 1.6T — B300 vs GB300 NVL72 Performance per Dollar

Cost per million tokens of B300 (NVIDIA Blackwell) versus GB300 NVL72 (NVIDIA Blackwell) on DeepSeek V4 Pro 1.6T. Owning-hyperscaler TCO normalized by output 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.

Push DeepSeek V4 Pro 1.6T to 71 tok/s/user and B300 lands at $0.26 per million tokens against GB300 NVL72's $0.07 — GB300 NVL72 pulls ahead by 284%.

B300: $0.50 per million tokens. GB300 NVL72: $0.19. Both at 129 tok/s/user on DeepSeek V4 Pro 1.6T, with GB300 NVL72 169% cheaper.

Toward the upper edge of the 13–244 tok/s/user interactivity band — at 187 tok/s/user — B300 runs $1.19 per million tokens on DeepSeek V4 Pro 1.6T while GB300 NVL72 runs $1.25. B300 is the cheaper choice by 5%. (Numbers reflect the default 8k/1k · fp4 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)

Chip pricing (owning hyperscaler): B300 $2.26/chip/hr · GB300 NVL72 $2.31/chip/hr. Source: SemiAnalysis Market July 2026 Pricing Surveys & AI Cloud TCO Model.

View full latency + throughput comparison →

DeepSeek V4 Pro 1.6T: B300 versus GB300 NVL72 cost per million tokens at matched interactivity levels
B300 versus GB300 NVL72 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
B300:$0.259GB300 NVL72:$0.067
B300:$0.502GB300 NVL72:$0.187
B300:$1.186GB300 NVL72:$1.250
Concurrency
B300:~23GB300 NVL72:~1113
B300:~5GB300 NVL72:~291
B300:~1GB300 NVL72:~13

Inference Performance

Inference performance metrics across different models, hardware configurations, and serving parameters.

Vendor:
Deployment:
Spec Decoding: