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Comparison · Infra & APIs
SigNoz vs Depot
A side-by-side editorial comparison of SigNoz and Depot — release velocity, themes, recent moves, and the top alternatives to consider.
SigNoz vs Depot: at a glance
| Feature | SigNoz | Depot |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 6.3 | 7.5 |
| Sparks · 30d | 1 | 1 |
| Top themes | observability, opentelemetry, clickhouse, ai teammate | ci-cd, developer-infrastructure, source-control, build-acceleration |
| Last editorial update | 1d ago | 3h ago |
| Website | — | — |
What is SigNoz?
SigNoz pairs an AI teammate with enterprise access control and wide cloud coverage
SigNoz, the open-source ClickHouse-backed observability platform, is advancing on three fronts at once. Noz, its AI teammate that answers plain-English questions across live telemetry, is now general to all cloud users. Cloud and integration coverage keeps widening — Azure services and six new onboarding sources including PlanetScale and Cloudflare Workers — while fine-grained, role-based access control entered beta for Cloud and Enterprise. Underneath, Query Builder v5, trace-detail rework, and a ClickHouse version bump continue.
What is Depot?
Depot extends from build acceleration into hosted source control with Depot Code.
Depot is broadening from a CI and build-cache company into a full developer-infrastructure platform. This cycle it launched Depot Code — a diskless git server backed by S3 blob storage — into private beta, moved CI and Sandboxes onto a re-architected Depot Metal compute tier, and kept extending Depot CI with new triggers, snapshot improvements, OIDC auth, and Datadog observability.
SigNoz vs Depot: editorial side-by-side
SigNoz
6.3INFRA · APIS
SigNoz pairs an AI teammate with enterprise access control and wide cloud coverage
◆ Current state
SigNoz, the open-source ClickHouse-backed observability platform, is advancing on three fronts at once. Noz, its AI teammate that answers plain-English questions across live telemetry, is now general to all cloud users. Cloud and integration coverage keeps widening — Azure services and six new onboarding sources including PlanetScale and Cloudflare Workers — while fine-grained, role-based access control entered beta for Cloud and Enterprise. Underneath, Query Builder v5, trace-detail rework, and a ClickHouse version bump continue.
◆ Where it's heading
The platform is maturing from a query tool into an investigation surface: an AI layer to drive analysis, RBAC and self-service API keys to make that safe in larger orgs, and out-of-the-box integrations to shorten onboarding. Notably, the access-control work is explicitly framed around feeding read-only keys to the SigNoz MCP Server for AI tooling, tying the enterprise and AI tracks together. Expect Noz and MCP access to keep converging with the permissions model.
◆ Prediction
Next likely moves: Noz gaining more write-style actions beyond suggestions, RBAC graduating from beta with role assignment delegated, and continued ClickHouse-version-gated features like JSON trace attributes.
Depot
7.5INFRA · APIS
Depot extends from build acceleration into hosted source control with Depot Code.
◆ Current state
Depot is broadening from a CI and build-cache company into a full developer-infrastructure platform. This cycle it launched Depot Code — a diskless git server backed by S3 blob storage — into private beta, moved CI and Sandboxes onto a re-architected Depot Metal compute tier, and kept extending Depot CI with new triggers, snapshot improvements, OIDC auth, and Datadog observability.
◆ Where it's heading
The direction is a vertically integrated build-and-source stack: Depot Code stores git packfiles as S3 objects and runs stateless git workers, mirroring the same storage-compute separation behind Depot Metal. Each piece plugs into Depot CI, so the company is assembling an end-to-end alternative to the hub-and-spoke GitHub model rather than just accelerating it. The CI surface is maturing in parallel with reliability and integration features.
◆ Prediction
Expect Depot Code to move toward wider access and tighter Depot CI integration, and GitHub Actions runners and container builds to migrate onto Depot Metal over the coming months as promised.
Alternatives to SigNoz and Depot
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 SigNoz or Depot.
Ably
Ably is spinning up an AI-agent transport layer at 0.x speed
OpenStatus
OpenStatus ships weekly: status-page polish plus a self-hostable, provider-agnostic AI assistant.
Semgrep
Semgrep grinds out weekly gains in language coverage, scan speed, and supply-chain depth
Tailscale
Tailscale deepens enterprise identity while quietly building agent-access infrastructure
Unleash
Unleash is pitching feature flags as runtime control for AI coding agents
See all SigNoz alternatives → · See all Depot alternatives →
Recent activity from SigNoz and Depot
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 22h agoDepotDepot Code is now available in private beta ⚡
- 1d agoSigNozMore Onboarding Integrations
- 2d agoDepotDepot CI and Sandboxes now run on Depot Metal
- 2d agoDepotGitLab CI OIDC trust relationships
- 3d agoDepotDatadog CI Visibility for Depot CI in private beta
- 7d agoSigNozFine-grained access control (beta)
- 8d agoSigNoz⚠️ Upgrade to ClickHouse 25.12.5 to stay on supported releases
- 8d agoDepotNew Depot CI triggers: repository_dispatch, pull_request_review, and deployment_status
- 13d agoDepotSnapshot enhancements for Depot CI
- 15d agoSigNozDashboard, Kubernetes list, and alert-duplication fixes
- 21d agoSigNozNoz: SigNoz's AI Teammate, Now Available to All Cloud Users ⚡
- 29d agoSigNozAzure monitoring: VMs, App Services, Container Apps, and AKS
Frequently asked questions
What is the difference between SigNoz and Depot?
They serve adjacent needs but don't currently overlap on shipped themes. Depot is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is SigNoz better than Depot?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Depot is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to SigNoz?
Top SigNoz alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "SigNoz alternatives" section above for the current picks, or visit /alternatives/signoz for the full list with editorial commentary on each.
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.