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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 | 6.3 |
| Sparks · 30d | 1 | 1 |
| Top themes | observability, ai-assistant, traces, alerts | ci-cd, container-builds, sandboxes, ai-agents |
| Last editorial update | 1d ago | 2d ago |
| Website | — | — |
What is SigNoz?
SigNoz rebuilds its core observability UX while putting an AI teammate at the center
SigNoz is polishing its observability UX while layering in AI. Recent releases rebuilt Trace Details and the Alerts views, broadened Azure monitoring coverage, and made Noz — its built-in AI teammate for querying telemetry — available to all cloud users. The newest note is operational: an advisory to upgrade ClickHouse ahead of a shift to JSON-stored trace attributes.
What is Depot?
Depot is growing from a build accelerator into a full CI and agent-sandbox platform.
Depot's recent releases cluster around its CI product reaching general availability (API and CLI GA, native step retries, durable cache disks, test-result ingestion) plus a Sandbox SDK for running agent-generated code. The company is clearly broadening past its original remote-build-cache niche. The cadence is high and feature-dense.
SigNoz vs Depot: editorial side-by-side
SigNoz
6.3INFRA · APIS
SigNoz rebuilds its core observability UX while putting an AI teammate at the center
◆ Current state
SigNoz is polishing its observability UX while layering in AI. Recent releases rebuilt Trace Details and the Alerts views, broadened Azure monitoring coverage, and made Noz — its built-in AI teammate for querying telemetry — available to all cloud users. The newest note is operational: an advisory to upgrade ClickHouse ahead of a shift to JSON-stored trace attributes.
◆ Where it's heading
Two arcs run together: a steady UX rebuild of core surfaces (traces, alerts, dashboards) and a push into AI-assisted observability via Noz. The ClickHouse upgrade advisory signals a coming storage-model change — JSON trace attributes — that likely underpins richer querying. Cloud users are the priority audience for the AI features.
◆ Prediction
Expect Noz to deepen from Q&A toward more agentic investigation, and JSON trace-attribute storage to land once the ClickHouse baseline moves up.
Depot
6.3INFRA · APIS
Depot is growing from a build accelerator into a full CI and agent-sandbox platform.
◆ Current state
Depot's recent releases cluster around its CI product reaching general availability (API and CLI GA, native step retries, durable cache disks, test-result ingestion) plus a Sandbox SDK for running agent-generated code. The company is clearly broadening past its original remote-build-cache niche. The cadence is high and feature-dense.
◆ Where it's heading
Two arcs are visible: hardening CI into a complete, programmable system (retries, caching, test reporting, an OpenAPI-described API), and staking out the agent-execution space with an ephemeral Sandbox SDK. Both target teams that want builds, CI, and untrusted-code execution from one vendor. Expect the Sandbox SDK to move toward GA and CI to keep filling parity gaps with incumbents.
◆ Prediction
Next likely: the Sandbox SDK exits private beta, and CI adds more of the surface teams expect (broader test-framework ingestion, richer run analytics) now that its API and CLI are GA.
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.
Resend
Resend ships a tight, frequent changelog: richer email content and deeper dev-tool reach
Unleash
Unleash reframes feature flags as agentic 'runtime control,' aimed straight at LaunchDarkly.
ToolJet
ToolJet widens its data-source layer — AI sources included — on a fast LTS/beta release train.
GitHub
GitHub bends toward enterprise AI governance while retiring its standalone Models offering.
Bugsnag
BugSnag is compounding on mobile observability and AI-assisted debugging
See all SigNoz alternatives → · See all Depot alternatives →
Recent activity from SigNoz and Depot
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoSigNozFine-grained access control (beta)
- 2d agoSigNoz⚠️ Upgrade to ClickHouse 25.12.5 to stay on supported releases
- 7d agoDepotSnapshot enhancements for Depot CI
- 9d agoSigNozFixes for dashboard filter warnings and K8s resource merging
- 14d agoDepotSOCI v2 support for Depot container builds
- 15d agoSigNozNoz: SigNoz's AI Teammate, Now Available to All Cloud Users ⚡
- 15d agoDepotSandbox SDK is now available in private beta ⚡
- 21d agoDepotNative step retries in Depot CI
- 23d agoSigNozAzure monitoring: VMs, App Services, Container Apps, and AKS
- 23d agoDepotDurable cache disks for Depot CI jobs are now available in beta
- 29d agoDepotDepot CI API and CLI are now generally available
- 1mo agoSigNozPaginated, clickable Alerts and Triggered Alerts
Frequently asked questions
What is the difference between SigNoz and Depot?
They serve adjacent needs but don't currently overlap on shipped themes. SigNoz and Depot are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 SigNoz better than Depot?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. SigNoz and Depot are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 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.