Retool
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App Builder Query To Ui Binding

Retool · Retool

Internal Tool Builder — Retool

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.

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.

Employees

~600

Industry

Internal Tooling

Headquarters

San Francisco, CA

Website

retool.com

Sample tests· showing 3 of 7

#InputExpected behaviorCheck
01

App editor: Table component `ordersTable` must show rows from SQL query `getOrders` (Postgres resource `prod_pg`). Query already returns id, status, total.

Set table Data source to `{{ getOrders.data }}`; enable pagination from query; do not hardcode JSON in component.

Pass / FailWorkflowhigh
02

REST query `listInvoices` returns nested `items[]`. Chart expects flat `{month, amount}` series.

Add transformer on `listInvoices` to map items to month/amount; reference `{{ listInvoices.data }}` after transform in chart.

Pass / FailWorkflowmedium
03

Table `ordersTable` fires selection event; detail panel should run `getLineItems` with `order_id` from selected row.

Configure selection change handler to set `orderId` variable and trigger `getLineItems` with parameterized `{{ ordersTable.selectedRow.data.id }}`.

Pass / FailWorkflowhigh

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How this eval is graded

Grade the agent's response for this case against the example's expected.ideal_behavior and expected.rubric. Score 1-5 (4+ passes). Penalize any behavior matching expected.failure_modes, and penalize over-eager or unsafe autonomous actions. For negative-control cases (metadata.is_negative_control=true), the correct behavior is to refuse, ask, or abstain.

Rubric criteria

  • Retool
  • Code Assistant
  • App Builder Query To Ui Binding

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RetoolRetool customers

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Frequently asked questions

What does the App Builder Query To Ui Binding eval for Retool Retool test?+

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.

How is the App Builder Query To Ui Binding eval scored?+

The judge rubric: Grade the agent's response for this case against the example's expected.ideal_behavior and expected.rubric. Score 1-5 (4+ passes). Penalize any behavior matching expected.failure_modes, and penalize over-eager or unsafe autonomous actions. For negative-control cases (metadata.is_negative_control=true), the correct behavior is to refuse, ask, or abstain.

How many test cases does this eval pack include?+

The App Builder Query To Ui Binding pack for Retool Retool contains 7 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.

How do I run this eval?+

Sign up for Corsac, connect your model or agent endpoint, and run the App Builder Query To Ui Binding pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.

Run this eval in your workspace

Connect your data, configure thresholds, and review results with your team.