Skip to content

The Aggregate

Unified LLM rankings, daily
Models What's New Trends Benchmarks Skill Maps
How It Works Guesswork Metrics
The Aggregate
Loading data...

Public Benefits Bench — leaderboard

Public Benefits Bench evaluates model capability on other tasks from the linked upstream source with Score as the primary reported metric.

Source: vals.ai. Status: saturation imminent.

Interactive version: theaggregate.ai/benchmark?slug=public-benefits-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.