MiniMax M3 428B · Performance per Dollar

MiniMax M3 428B — GB200 NVL72 vs MI355X Performance per Dollar

Cost per million tokens of GB200 NVL72 (NVIDIA Blackwell) versus MI355X (AMD CDNA 4) on MiniMax M3 428B. 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 MiniMax M3 428B to 52 tok/s/user and GB200 NVL72 lands at $0.38 per million tokens against MI355X's $0.15 — MI355X pulls ahead by 157%.

GB200 NVL72: $1.00 per million tokens. MI355X: $0.25. Both at 87 tok/s/user on MiniMax M3 428B, with MI355X 296% cheaper.

Toward the upper edge of the 17–157 tok/s/user interactivity band — at 122 tok/s/user — GB200 NVL72 runs $2.86 per million tokens on MiniMax M3 428B while MI355X runs $0.39. MI355X is the cheaper choice by 633%. (Numbers reflect the default 1k/1k · fp8 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)

GPU pricing (owning hyperscaler): GB200 NVL72 $2.21/GPU/hr · MI355X $1.48/GPU/hr. Source: SemiAnalysis Market August 2025 Pricing Surveys & AI Cloud TCO Model.

View full latency + throughput comparison →

MiniMax M3 428B: GB200 NVL72 versus MI355X cost per million tokens at matched interactivity levels
GB200 NVL72 versus MI355X 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:$0.382MI355X:$0.149
GB200 NVL72:$0.996MI355X:$0.251
GB200 NVL72:$2.862MI355X:$0.391
Concurrency
GB200 NVL72:~180MI355X:~112
GB200 NVL72:~74MI355X:~41
GB200 NVL72:~18MI355X:~19

Inference Performance

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

Vendor:
Aggregation:
Spec Decoding: