Benchmarks & Research
Head-to-head evaluations of ZeroGPU Nano Language Models, and production research on the compute edge network that runs them.
Model benchmarks
Nano Language Models evaluated head-to-head against frontier models.
IAB Classify vs GPT-5.4 Nano
Head-to-head evaluation across 10,000 samples: 66.0% win rate over GPT-5.4 Nano on accuracy, speed, cost, and reliability.
View benchmarkDomain Classify vs GPT-5.4 Nano
Held-out benchmark mapping domains to IAB categories: more accurate and roughly 50x faster than GPT-5.4 Nano.
View benchmark