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 72 tok/s/user and B300 lands at $0.27 per million tokens against GB300 NVL72's $0.08 — GB300 NVL72 pulls ahead by 250%.

B300: $0.53 per million tokens. GB300 NVL72: $0.22. Both at 130 tok/s/user on DeepSeek V4 Pro 1.6T, with GB300 NVL72 143% cheaper.

Toward the upper edge of the 15–244 tok/s/user interactivity band — at 187 tok/s/user — B300 runs $1.23 per million tokens on DeepSeek V4 Pro 1.6T while GB300 NVL72 runs $1.44. B300 is the cheaper choice by 17%. (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.)

GPU pricing (owning hyperscaler): B300 $2.34/GPU/hr · GB300 NVL72 $2.65/GPU/hr. Source: SemiAnalysis Market August 2025 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:$0.275GB300 NVL72:$0.078
B300:$0.526GB300 NVL72:$0.216
B300:$1.228GB300 NVL72:$1.436
Concurrency
B300:~21GB300 NVL72:~1163
B300:~5GB300 NVL72:~288
B300:~1GB300 NVL72:~13

Inference Performance

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

Vendor:
Aggregation:
Spec Decoding: