Llama 3.1 Nemotron Ultra 253B v1: benchmark results

NVIDIA's Llama-3.1-Nemotron-Ultra-253B, a reasoning-tuned, NAS-pruned refinement of Llama 3.1 405B (April 2025). Provider: NVIDIA. Released 2025-04-07. Access: Open.

Aggregate Rating 1600 ± 19, rank #441 of 1656 rated models, from 106 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Absurd World - Few-Shot - REAL100Determine-Outcome Accuracy (%)100
Absurd World - Few-Shot - CAR99Determine-Outcome Accuracy (%)96.2
Absurd World - Few-Shot - ICE CREAM99Determine-Outcome Accuracy (%)96.2
Absurd World - Few-Shot - MISS & SWITCH95Determine-Outcome Accuracy (%)92.3
Absurd World - Zero-Shot - MISSING100Determine-Outcome Accuracy (%)88.5
Absurd World - Zero-Shot - MISS & SWITCH100Determine-Outcome Accuracy (%)84.6
Absurd World - Zero-Shot - ICE CREAM100Determine-Outcome Accuracy (%)80.8
Absurd World - Zero-Shot - LEAST100Determine-Outcome Accuracy (%)80.8
Absurd World - Zero-Shot - SWITCH100Determine-Outcome Accuracy (%)80.8
AA MMLU-Pro82.46Accuracy (%)80.7
AA Omniscience - Software Engineering (SWE) - HTML42Accuracy (%)78.3
BenchTable - STEM70.2Weighted Score (%)77.9

Interactive version: theaggregate.ai/model?slug=llama-3-1-nemotron-ultra-253b-v1 · How It Works · Data refreshed daily, snapshot 2026-10-20.