Intelligence

Compute efficiency by workload · MLPerf benchmarks × market pricing · 2026-07-18

LLM Inference
Generative text inference — tokens produced per second per GPU.
11,262,304
tok/$ · best on-demand
Nebius · NVIDIA B200-SXM-180GB
NLP
Extractive language understanding — queries answered per second per GPU.
15,253,116
samp/$ · best on-demand
Nebius · NVIDIA H100-SXM-80GB
Vision
Image classification throughput — images classified per second per GPU.
150,963,210
samp/$ · best on-demand
Lambda Labs · NVIDIA H200-SXM-141GB
Recommendation
Recommendation inference — user-item scoring queries per second per GPU.
126,022,605
samp/$ · best on-demand
Nebius · NVIDIA H100-SXM-80GB
Medical Imaging
3D medical image segmentation — volumes processed per second per GPU.
10,946
samp/$ · best on-demand
Nebius · NVIDIA H100-SXM-80GB