Expert Consulting Deep Research: leaderboard
Metric: Strict Verifier-Rubric Score (0-100): 0.5 x verifier pass rate plus 0.5 x the five-criterion SME rubric mean rescaled to 100, zeroed when any criterion scores 0; 70 SME-authored management-consulting prompts with 2-4 input files and embedded cognitive traps; one attempt per prompt. Source: arxiv.org. Saturation forecast: Around December 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.6 | 38.5 |
Interactive version: theaggregate.ai/benchmark?slug=expert-consulting-deep-research · How It Works · Data refreshed daily, snapshot 2026-09-26.