Era by Eon: leaderboard
LLM agents over a generated enterprise estate with exact ground truth: accuracy over 33 questions with three runs each, where a correct abstention counts as correct. Higher is better. Source: arxiv.org/abs/2609.09853.
Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Around March 2027. 9 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 4.8 | 76.8 | #39 |
| 2 | GPT-5.6 Sol | 69.7 | #22 |
| 3 | Claude Opus 5 | 67.7 | #16 |
| 4 | Claude Sonnet 5 | 67.7 | #65 |
| 5 | GPT-5.5 | 66.7 | #33 |
| 6 | Claude Sonnet 4.6 | 63.6 | #94 |
| 7 | GPT-5.6 Luna | 56.6 | #79 |
| 8 | Qwen3 Coder Next | 55.6 | #331 |
| 9 | GPT-5.4 Mini | 42.4 | #228 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=era-by-eon · How It Works · Data refreshed daily, snapshot 2026-11-05.