| Ecosystem |
| 0 |
| 0 |
| Match Graph | 0 | 0 |
| Pricing | Free | Free |
| Starting Price | — | $25/mo |
| Capabilities | 16 decomposed | 15 decomposed |
| Times Matched | 0 | 0 |
Generates complete web/mobile applications by injecting live database schema and permission context into LLM prompts, producing scaffolded apps that respect actual data structure, roles, and access controls without manual template selection. The system introspects connected data sources (Postgres, Databricks, Salesforce) at generation time to ground the LLM output in real schema rather than generic templates, enabling role-based access control and data-level permissions to be enforced from deployment.
Unique: Injects live database schema and permission context into LLM prompts at generation time, producing apps that respect actual data structure and RBAC without template selection or manual permission configuration. Most competitors (Bubble, FlutterFlow) use template-based generation; Retool grounds generation in real schema introspection.
vs alternatives: Faster than traditional app development and more schema-aware than template-based no-code platforms because it introspects live data sources and enforces existing security policies automatically rather than requiring manual permission setup post-generation.
Enables users to click on generated app components and @mention data sources or resources to trigger AI-assisted edits that understand full app context, not just isolated component state. Rather than chat-based editing, the system provides the LLM with the complete app structure, current component configuration, and available data sources, allowing edits that maintain consistency across the application and respect existing bindings and permissions.
Unique: Provides full app context to LLM during edits (not just component state), enabling edits that maintain data binding consistency and respect existing permissions. Most visual builders (Webflow, Bubble) offer component-level AI suggestions; Retool's context-aware approach understands the entire app topology.
vs alternatives: More reliable than chat-based editing because it grounds edits in actual app structure and data bindings, reducing the risk of breaking connections or introducing permission violations that chat-only interfaces cannot detect.
Enables creation of standalone forms and data collection interfaces with built-in validation, conditional fields, and submission workflows. Forms can be embedded, shared via link, or deployed as standalone apps. Submissions trigger workflows, send notifications, or update databases. Supports file uploads, multi-step forms, and progress tracking.
Unique: Integrates form creation with workflow automation, allowing form submissions to trigger multi-step processes without custom code. Most form builders (Typeform, JotForm) are standalone; Retool's forms are tightly integrated with workflows and databases.
vs alternatives: More powerful than standalone form builders because submissions can trigger complex workflows, update databases, and integrate with business systems without custom backend code.
Generates interactive dashboards and visualizations from database queries and API responses, with support for charts, tables, maps, and custom components. Dashboards update in real-time as underlying data changes and support drill-down, filtering, and export. Visualizations are automatically generated from query results or manually configured.
Unique: Automatically generates visualizations from query results and integrates them with real-time data updates, eliminating the need to manually configure charts or manage data refresh logic. Most BI tools require manual chart configuration; Retool's automatic generation reduces setup time.
vs alternatives: Faster to build than traditional BI tools (Tableau, Looker) because visualizations are automatically generated from queries and integrated with the app builder, reducing the need for separate BI platform setup.
Enables integration with external APIs through a visual connector interface with support for authentication (API keys, OAuth, basic auth), request/response transformation, error handling, and retry logic. Supports REST, GraphQL, and webhook endpoints. API responses are automatically parsed and can be bound to app components or passed to workflows.
Unique: Provides visual API connector with built-in authentication, transformation, and error handling, eliminating the need to write custom API integration code. Most low-code platforms require custom code for complex API integrations; Retool's connector handles common patterns visually.
vs alternatives: More flexible than integration platforms (Zapier, Make) because it supports custom request/response transformation and error handling, enabling integration with complex APIs without custom code.
Enables deployment of Retool on-premises or in private cloud environments, maintaining data residency and avoiding cloud data transfer. Self-hosted instances run the full Retool platform (app builder, workflows, agents) with the same features as cloud-hosted deployments. Requires custom annual plan and infrastructure management.
Unique: Provides full-featured self-hosted deployment option with feature parity to cloud version, enabling data residency and on-premises control. Most low-code platforms are cloud-only; Retool's self-hosted option supports regulated industries.
vs alternatives: More compliant than cloud-only platforms for regulated industries because data never leaves on-premises infrastructure, eliminating data transfer and residency concerns.
Provides version control for Retool apps with branching, commit history, and release management. Available in Enterprise tier only. Enables teams to collaborate on app development, track changes, and manage releases across environments (staging, production). Integrates with Git or Retool's native version control.
Unique: Provides native version control for low-code apps with release management, enabling teams to treat apps as code with full change tracking and audit trails. Most low-code platforms lack version control; Retool's Enterprise offering adds Git-like capabilities.
vs alternatives: More collaborative than platforms without version control because teams can work on apps simultaneously with conflict resolution and full change history, reducing the risk of accidental overwrites.
Exposes Retool apps and workflows via REST APIs and webhook endpoints, enabling external systems to trigger workflows, query apps, and integrate with Retool programmatically. Available in Enterprise tier only. Supports authentication, request validation, and response formatting.
Unique: Exposes Retool workflows and apps via REST APIs and webhooks, enabling programmatic integration with external systems without custom backend code. Most low-code platforms lack public APIs; Retool's Enterprise offering enables deep integration.
vs alternatives: More flexible than webhook-only platforms because it provides bidirectional APIs (trigger workflows, query data) and webhook support, enabling complex multi-system automations.
+8 more capabilities
Automatically inspects tabular data sources (Google Sheets, Airtable, Excel, CSV, SQL databases) to extract column names, infer field types (text, number, date, checkbox, etc.), and create bidirectional data bindings between UI components and source columns. Uses declarative component-to-column mappings that persist schema changes in real-time, enabling components to automatically reflect upstream data structure modifications without manual rebinding.
Unique: Glide's approach combines automatic schema introspection with declarative component binding, eliminating manual field mapping that competitors like Airtable require. The bidirectional sync model means changes to source column structure automatically propagate to UI components without developer intervention, reducing maintenance overhead for non-technical users.
vs alternatives: Faster to initial app than Airtable (which requires manual field configuration) and more flexible than rigid form builders because it adapts to evolving data structures automatically.
Provides 40+ pre-built, data-aware UI components (forms, tables, calendars, charts, buttons, text inputs, dropdowns, file uploads, maps, etc.) that automatically render responsively across mobile and desktop viewports. Components use a declarative binding syntax to connect to spreadsheet columns, with built-in support for computed fields, conditional visibility, and user-specific data filtering. Layout engine uses CSS Grid/Flexbox under the hood to adapt component sizing and positioning based on screen size without requiring manual breakpoint configuration.
Unique: Glide's component library is tightly integrated with data binding — components are not generic UI elements but data-aware objects that automatically sync with spreadsheet columns. This eliminates the disconnect between UI and data that exists in traditional form builders, where developers must manually wire component values to data sources.
vs alternatives: Faster to build than Bubble (which requires manual component-to-data wiring) and more mobile-optimized than Airtable's grid-centric interface, which prioritizes desktop spreadsheet metaphors over mobile-first design.
Glide scores higher at 70/100 vs Retool AI at 57/100.
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Enables multiple team members to edit apps simultaneously with role-based access control. Supports predefined roles (Owner, Editor, Viewer) with different permission levels: Owners can manage team members and publish apps, Editors can modify app design and data, Viewers can only view published apps. Team member limits vary by plan (2 free, 10 business, custom enterprise). Real-time collaboration on app design is not mentioned, suggesting changes may not be synchronized in real-time between editors.
Unique: Glide's team collaboration is built into the platform, meaning team members don't need separate accounts or complex permission configuration — they're invited via email and assigned roles directly in the app. This is more seamless than tools requiring external identity management.
vs alternatives: More integrated than Airtable (which requires separate workspace management) and simpler than GitHub-based collaboration (which requires version control knowledge), though less sophisticated than enterprise platforms with audit logging and approval workflows.
Provides pre-built app templates for common use cases (inventory management, CRM, project management, expense tracking, etc.) that users can clone and customize. Templates include sample data, pre-configured components, and example workflows, reducing time-to-first-app from hours to minutes. Templates are fully editable, allowing users to modify data sources, components, and workflows to match their specific needs. Template library is curated by Glide and updated regularly with new templates.
Unique: Glide's templates are fully functional apps with sample data and workflows, not just empty scaffolds. This allows users to immediately see how components work together and understand app structure before customizing, reducing the learning curve significantly.
vs alternatives: More complete than Airtable's templates (which are mostly empty bases) and more accessible than building from scratch, though less flexible than code-based frameworks where templates can be parameterized and generated programmatically.
Allows workflows to be triggered on a schedule (daily, weekly, monthly, or custom intervals) without manual intervention. Scheduled workflows execute at specified times and can perform batch operations (process pending records, send daily reports, sync data, etc.). Execution time is in UTC, and the exact scheduling mechanism (cron, quartz, custom) is undocumented. Failed scheduled tasks may or may not retry automatically (retry logic undocumented).
Unique: Glide's scheduled workflows are integrated with the workflow engine, meaning scheduled tasks can execute the same complex logic as event-triggered workflows (conditional logic, multi-step actions, API calls). This is more powerful than simple scheduled email tools because scheduled tasks can perform data transformations and cross-system synchronization.
vs alternatives: More integrated than Zapier's schedule trigger (which is limited to simple actions) and more accessible than cron jobs (which require server access and scripting knowledge), though less transparent about execution guarantees and failure handling than enterprise job schedulers.
Offers Glide Tables, a proprietary managed database alternative to external spreadsheets or databases, with automatic scaling and optimization for Glide apps. Glide Tables are stored in Glide's infrastructure and optimized for the data binding and query patterns used by Glide apps. Scaling limits are plan-dependent (25k-100k rows), with separate 'Big Tables' tier for larger datasets (exact scaling limits undocumented). Automatic backups and disaster recovery are mentioned but details are undocumented.
Unique: Glide Tables are optimized specifically for Glide's data binding and query patterns, meaning they're tightly integrated with the app builder and don't require separate database administration. This is more seamless than connecting external databases (which require schema design and optimization knowledge) but less flexible because data is locked into Glide's proprietary format.
vs alternatives: More managed than self-hosted databases (no administration required) and more integrated than external databases (no separate configuration), though less portable than standard databases because data cannot be easily exported or migrated.
Provides basic chart components (bar, line, pie, area charts) that visualize data from connected sources. Charts are configured visually by selecting data columns for axes, values, and grouping. Charts are responsive and adapt to mobile/tablet/desktop. Real-time updates are supported; charts refresh when underlying data changes. No custom chart types or advanced visualization options (3D, animations, etc.) are available.
Unique: Provides basic chart components with automatic real-time updates and responsive design, suitable for simple dashboards — most visual builders (Bubble, FlutterFlow) require chart plugins or custom code
vs alternatives: More integrated than Airtable's chart view because real-time updates are automatic; weaker than BI tools (Tableau, Looker) because no drill-down, filtering, or advanced visualization options
Allows users to query data using natural language (e.g., 'Show me all orders from last month with revenue > $5k') which is converted to structured database queries without SQL knowledge. Also includes AI-powered data extraction from unstructured text (emails, documents, images) to populate spreadsheet columns. Implementation details (LLM model, context window, fine-tuning approach) are undocumented, but the feature appears to use prompt-based query generation with fallback to manual query building if AI fails.
Unique: Glide's natural language query feature bridges the gap between spreadsheet users (who think in English) and database queries (which require SQL). Rather than teaching users SQL, it translates natural language to structured queries, lowering the barrier to data exploration. The data extraction capability extends this to unstructured sources, automating data entry from emails and documents.
vs alternatives: More accessible than Airtable's formula language or traditional SQL, and more integrated than bolt-on AI query tools because it's built directly into the data layer rather than as a separate search interface.
+7 more capabilities