Retool
Tracked across 16 snapshots (2026-03-08 → 2026-06-12).
Rating timeline
Dimension trajectory
Autonomy
9/20Integration
14/20Context
10/20Compliance
14/20Viability
16/20Interface
11/20Cap timeline
Notable events
- 2026-05-04Drop-10 rating
- 2026-05-05Jump+9 rating
What would move this next
Upgrade to Assessed if: Agents exits public beta to GA with production SLAs and independent reliability benchmarks; AI Assist/Agent performance complaints resolve with community acknowledgment; MCP server app-building/editing capability ships GA; new funding round at a higher valuation refreshes the stale $3.2B mark; OR completed internal hands-on evaluation. Downgrade to Detected if: AI Assist/Agent reliability complaints become widespread across independent platforms (reliability-complaints cap trigger); per-user/credit pricing restructure causes documented customer churn or a community exodus to AI-native builders (Lovable/Bolt/v0); another security incident; cashflow-breakeven status reverses or further/deeper layoffs signal financial instability (funding-concerns cap trigger).