HELM Long Context - RULER HotPotQA — leaderboard

Metric: RULER String Match. Source: crfm.stanford.edu. 11 models tracked.

Top models

#ModelScore
1GPT-4.1 (2025-04-14)70
2GPT-4.1 Mini64
3Palmyra X557
4Gemini 2.0 Flash55
5Llama 4 Maverick Instruct FP855
6Gemini 2.0 Flash Lite53
7Llama 4 Scout Instruct47
8GPT-4.1 Nano41
9Nova Pro37
10Nova Lite35

Interactive version: theaggregate.ai/benchmark?slug=helm-long-context-ruler-hotpotqa · How the rankings work · Data refreshed daily, snapshot 2026-07-22.