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...

FrontierCode Extended — leaderboard

Metric: Score (%). Source: cognition.ai. 12 models tracked.

Top models

#ModelScore
1Claude Opus 4.851.8
2GPT-5.544.8
3Claude Opus 4.743.2
4Kimi K2.637
5GPT-5.4 Mini36
6Gemini 3.1 Pro (Preview)34.2
7Claude Sonnet 4.633.6
8Kimi K2.522.7
9MiniMax-M2.719.9
10MiniMax-M2.515.8
11Gemini 3.1 Flash Lite14.6

Interactive version: theaggregate.ai/benchmark?slug=frontiercode-extended · 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.