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Comparison · Infra & APIs
Depot vs Retool
A side-by-side editorial comparison of Depot and Retool — release velocity, themes, recent moves, and the top alternatives to consider.
Depot vs Retool: at a glance
| Feature | Depot | Retool |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 8.8 | 8.8 |
| Sparks · 30d | 1 | 1 |
| Top themes | ci-cd, developer-tooling, agent-native, observability | self-hosted, app builder, ai-assisted building, rbac |
| Last editorial update | 3d ago | 1d ago |
| Website | — | Visit → |
What is Depot?
Depot is turning its CI from a build accelerator into an agent-controllable, observable platform
Depot CI is filling out into a complete platform: native step retries, durable cache disks, JUnit test-result ingestion with flaky-test analytics, and per-workflow usage tracking all shipped in the last two weeks. Underpinning it, the CI API and CLI reached general availability with an OpenAPI contract built so scripts, the CLI, and agents read the same surface. The throughline is parity between dashboard, terminal, and automated agents.
What is Retool?
Retool ships its biggest self-hosted re-architecture, betting on a React, AI-native app builder.
Retool just shipped 4.0 stable for self-hosted, its most consequential infrastructure release since launch. The new app builder is rebuilt on React with AI-assisted authoring, real-time collaboration, and a supporting set of agent services (sandbox, JS executor, MCP server) that now require Kubernetes. Surrounding releases are migration scaffolding, an RBAC database migration, an upgrade FAQ, update banners, plus admin-console polish.
Depot vs Retool: editorial side-by-side
Depot
8.8INFRA · APIS
Depot is turning its CI from a build accelerator into an agent-controllable, observable platform
◆ Current state
Depot CI is filling out into a complete platform: native step retries, durable cache disks, JUnit test-result ingestion with flaky-test analytics, and per-workflow usage tracking all shipped in the last two weeks. Underpinning it, the CI API and CLI reached general availability with an OpenAPI contract built so scripts, the CLI, and agents read the same surface. The throughline is parity between dashboard, terminal, and automated agents.
◆ Where it's heading
Depot is positioning CI as agent-native infrastructure — the GA API and CLI plus the Sherlock assistant that now reads run context point at a product meant to be driven programmatically, not just clicked. Reliability and observability features — retries, caching, test analytics, usage metering — are accumulating the operational depth needed to displace incumbent CI. Expect continued investment in the agent surface and cross-provider analytics that also ingest GitHub Actions data.
◆ Prediction
Next likely moves are deeper agent integrations on top of the GA API and expanded test and flaky analytics, since Sherlock and the test-results beta are both early and explicitly framed as growing with richer attempt metadata.
Retool
8.8INFRA · APIS
Retool ships its biggest self-hosted re-architecture, betting on a React, AI-native app builder.
◆ Current state
Retool just shipped 4.0 stable for self-hosted, its most consequential infrastructure release since launch. The new app builder is rebuilt on React with AI-assisted authoring, real-time collaboration, and a supporting set of agent services (sandbox, JS executor, MCP server) that now require Kubernetes. Surrounding releases are migration scaffolding, an RBAC database migration, an upgrade FAQ, update banners, plus admin-console polish.
◆ Where it's heading
Retool is converging its self-hosted and cloud products onto one React/agent-native foundation and raising the operational floor for on-prem deployments. The parallel 4.1 Edge channel and the RBAC permissions migration show the cadence won't slow: stabilize 4.0, push 4.1 features, and layer in enterprise governance. The direction is AI-assisted, collaborative app building as the default authoring experience everywhere.
◆ Prediction
Expect 4.1 to graduate from Edge to Stable next, with Role-Based Access Control shipping as the headline governance feature once the permissions migration is widely deployed.
Alternatives to Depot and Retool
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Depot or Retool.
Tailscale
Tailscale turns the tailnet into an identity layer for AI agents via Aperture
Jenkins
Jenkins keeps its weekly cadence, hardening the experimental UI and agent reliability.
Buildkite
Buildkite turns its MCP server into an agent control plane for CI/CD
Vercel
Vercel widens its AI Gateway and compute limits as regulation reshapes model access
Auth0
Auth0 is rebuilding identity around AI agents, M2M, and B2B self-service
See all Depot alternatives → · See all Retool alternatives →
Recent activity from Depot and Retool
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agoDepotNative step retries in Depot CI
- 6d agoRetoolSelf-hosted Retool 4.0 upgrade FAQ
- 6d agoRetoolPermissions database migration in self-hosted Retool 4.0
- 6d agoRetoolSelf-hosted Retool 4.0 Stable ⚡
- 7d agoRetoolUpdate notifications for self-hosted admins
- 7d agoDepotDurable cache disks for Depot CI jobs are now available in beta
- 7d agoRetoolNew Overview page in Settings
- 7d agoRetoolSettings navigation bar reorganization
- 13d agoDepotDepot CI API and CLI are now generally available ⚡
- 14d agoDepotSSH into Depot CI sandboxes now uses exec.depot.dev
- 15d agoDepotTest results for your CI jobs are now available in beta
- 16d agoDepotExplore Depot CI activity by repository and workflow
Frequently asked questions
What is the difference between Depot and Retool?
They serve adjacent needs but don't currently overlap on shipped themes. Depot and Retool are shipping at a similar cadence (velocity 8.8 vs 8.8, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Depot better than Retool?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Depot and Retool are shipping at a similar cadence (velocity 8.8 vs 8.8, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Depot?
Top Depot alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Depot alternatives" section above for the current picks, or visit /alternatives/depot for the full list with editorial commentary on each.
What are the best alternatives to Retool?
Top Retool alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Retool alternatives" section above for the current picks, or visit /alternatives/retool for the full list with editorial commentary on each.