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...

Paraphrase-Induced Output-Mode Collapse — leaderboard

Metric: Semantic Consistency Score (self-reported). Source: benchmarklist.com. 5 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.541.1
2Claude Haiku 4.534.4
3GPT-4o Mini28.5
4GPT-4.1 Mini26.2
5Gemini 2.5 Flash25.6

Interactive version: theaggregate.ai/benchmark?slug=paraphrase-induced-output-mode-collapse · 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.