MiniMax M2.5/M2.7 · Chip comparison

MiniMax M2.5/M2.7 — B200 vs GB300 NVL72

Head-to-head AI inference benchmark comparison of B200 (NVIDIA Blackwell) and GB300 NVL72 (NVIDIA Blackwell) on MiniMax M2.5/M2.7. Latency, throughput, and cost across LLM workloads. Use the chart controls below to switch sequences, precisions, and metrics — same interactions as the main inference chart.

Near the low end of the 30–186 tok/s/user interactivity band, at 69 tok/s/user on MiniMax M2.5/M2.7: B200 runs 7991 tok/s/chip at $0.06/M tokens, GB300 NVL72 runs 8401 at $0.07/M. B200 is 21% cheaper per token; GB300 NVL72 delivers 5% more tok/s/chip.

Setting 108 tok/s/user as the target on MiniMax M2.5/M2.7, B200 produces 2907 tok/s/chip ($0.17 per million tokens) and GB300 NVL72 produces 3059 ($0.21). B200 is 27% cheaper per token; GB300 NVL72 delivers 5% more tok/s/chip.

At 147 tok/s/user interactivity on MiniMax M2.5/M2.7, B200 delivers 901 tok/s/chip at $0.53 per million tokens; GB300 NVL72 delivers 1009 tok/s/chip at $0.63. B200 is 19% cheaper per token; GB300 NVL72 delivers 12% more tok/s/chip at this point. (Numbers reflect the default 1k/1k · fp4 selection for this URL — table and chart below update if you change sequence, precision, or model in the controls.)

View performance-per-dollar view →

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)
Throughput (tok/s/chip)
B200:7991.5GB300 NVL72:8401.0
B200:2907.1GB300 NVL72:3058.6
B200:901.5GB300 NVL72:1008.6
Cost ($/M tok)
B200:$0.060GB300 NVL72:$0.073
B200:$0.165GB300 NVL72:$0.210
B200:$0.535GB300 NVL72:$0.634
tok/s/MW
B200:4673373GB300 NVL72:3962724
B200:1700071GB300 NVL72:1442744
B200:527167GB300 NVL72:475763
Concurrency
B200:~711GB300 NVL72:~1024
B200:~128GB300 NVL72:~121
B200:~16GB300 NVL72:~22

Inference Performance

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

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Deployment:
Spec Decoding: