SaaSBench (Engineering) - AuthZ Capability: leaderboard

Metric: Capability score (%; share of the AuthZ (authentication, authorization, audit) validation-node max score earned across all 30 tasks, pass@1; agent builds and deploys an enterprise SaaS system from a PRD). Source: arxiv.org. Saturation forecast: Around 2029. 16 models tracked.

Top models

#ModelScore
1Claude Opus 4.7 (Claude Code)11.55

Interactive version: theaggregate.ai/benchmark?slug=saasbench-engineering-authz-capability · How It Works · Data refreshed daily, snapshot 2026-09-26.