Expert Consulting Deep Research - Verifier Pass Rate: leaderboard

Metric: Mean share of task-specific deterministic binary verifiers passed (%; about 15 per task; 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 July 2027. 3 models tracked.

Top models

#ModelScore
1Claude Opus 4.648.6

Interactive version: theaggregate.ai/benchmark?slug=expert-consulting-deep-research-verifier-pass-rate · How It Works · Data refreshed daily, snapshot 2026-09-26.