MiniMax M3 428B · Performance per dollar
MiniMax M3 428B — GB200 NVL72 vs GB300 NVL72 performance per dollar
Cost per million tokens of GB200 NVL72 (NVIDIA Blackwell) versus GB300 NVL72 (NVIDIA Blackwell) on MiniMax M3 428B. 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 MiniMax M3 428B to 159 tok/s/user and GB200 NVL72 lands at $0.015 per million tokens against GB300 NVL72's $0.020 — GB200 NVL72 costs 25% less.
GB200 NVL72: $0.023 per million tokens. GB300 NVL72: $0.029. Both at 218 tok/s/user on MiniMax M3 428B, with GB200 NVL72 23% cheaper.
Toward the upper edge of the 100–336 tok/s/user interactivity band — at 277 tok/s/user — GB200 NVL72 runs $0.039 per million tokens on MiniMax M3 428B while GB300 NVL72 runs $0.049. GB200 NVL72 is the cheaper choice by 21%. (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 · GB300 NVL72 $2.31/chip/hr. Source: SemiAnalysis Market July 2026 Pricing Surveys & AI Cloud TCO Model.
View full latency and throughput comparison →
GB300 NVL72 vs GB200 NVL72: full specs & benchmarks across models →
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) |
|---|---|---|---|
| Dollars per million tokens | GB200 NVL72$0.015GB300 NVL72$0.020 | GB200 NVL72$0.023GB300 NVL72$0.029 | GB200 NVL72$0.039GB300 NVL72$0.049 |
| Concurrency | GB200 NVL72~20GB300 NVL72~29 | GB200 NVL72~13GB300 NVL72~20 | GB200 NVL72~7GB300 NVL72~24 |
