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The Aggregate

Unified LLM rankings, daily

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TemporalBench - T1 — leaderboard

Metric: Accuracy (%). Source: huggingface.co. 5 models tracked.

Top models

#ModelScore
1Single LLM (gpt-4o)49.72
2CAMEL (gpt-4o)49.44
3MetaGPT (gpt-4o)48.6
4AgentScope (gpt-4o)48.18
5TimeSeries Scientist (gpt-4o)24.79

Interactive version: theaggregate.ai/benchmark?slug=temporalbench-t1 · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.