Eval directory
Evals for Retool
8 evaluation packs covering adversarial robustness, safety gates, workflow quality, and operator-level checks for Retool AI products.
About Retool
Retool is a platform for building internal tools fast — drag-and-drop UI bound to queries across databases and APIs, with role-based access control, audit logs, workflows, and self-hosted deployment for regulated environments.
How complete this published benchmark library is across datasets, metrics, rubrics, use-case maps, and pack context. This is library coverage, not an agent performance score.
Test datasets
8/8 packs
Scoring metrics
0/8 packs
Judge rubrics
8/8 packs
Use-case maps
0/8 packs
Pack context
8/8 packs
Available eval packs for Retool
8 packs ready to run.
Ai Agent Grounding
Answer RelevanceEvaluates Retool's Retool AI & Agent Grounding across 7 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Internal Tool Builder eval coverage.
App Builder Query To Ui Binding
Evaluates Retool's App Builder & Query-to-UI Binding across 7 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Internal Tool Builder eval coverage.
Data Security Audit Credentials
Evaluates Retool's Data Security, Audit & Credentials across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Internal Tool Builder eval coverage.
Permissions Rbac Environment Scoping
Evaluates Retool's Permissions, RBAC & Environment Scoping across 8 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Internal Tool Builder eval coverage.
Resource Connectors Query Safety
Evaluates Retool's Resource Connectors & Query Safety across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Internal Tool Builder eval coverage.
Self Hosted Deployment Network Isolation
Evaluates Retool's Self-Hosted Deployment & Network Isolation across 7 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Internal Tool Builder eval coverage.
Version Control Releases Rollback
Evaluates Retool's Version Control, Releases & Rollback across 7 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Internal Tool Builder eval coverage.
Workflows Automation Triggers
Evaluates Retool's Workflows & Automation Triggers across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Internal Tool Builder eval coverage.
Why eval Retool AI
Retool's AI features ship behind brand promises about accuracy, safety, and reliability. Buyers and integrators need to know those promises hold up under adversarial prompts, edge-case workflows, and the long tail of real customer inputs — not just the demo path.
The Corsac eval library for Retool measures four dimensions teams care about most when deploying search & knowledge agents:
- Adversarial robustness — does the agent resist prompt injection, jailbreaks, and social-engineering attempts?
- Workflow quality— does it complete the task buyers were shown in the demo, on inputs that don't look like the demo?
- Safety gates — does it escalate or refuse when it should, and only then?
- Operator quality — does it preserve analyst trust by surfacing the right context at the right time?
Every eval pack above is hand-authored against Retool's public product surface and runnable in Corsac with your own data.