needle-1M-bench — leaderboard
Long-context needle-retrieval benchmark over dense scientific-paper text, scaling haystacks up to one million tokens and reporting recall.
Source: huggingface.co.
Interactive version: theaggregate.ai/benchmark?slug=needle-1m-bench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.