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The Aggregate

Unified LLM rankings, daily

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PDP-Bench — leaderboard

Metric: Macro-F1 (self-reported). Source: benchmarklist.com. 7 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)78.53
2Claude Opus 4.673.38
3DeepSeek V4 Pro69.22
4GPT-5.468.99
5Qwen 3.5 35B A3B65.64
6GPT-OSS-20B57.23

Interactive version: theaggregate.ai/benchmark?slug=pdp-bench · 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.