Hatchet
Hatchet takes durable tasks serverless, with handlers for Cloudflare Workers, Vercel and Node.
Comparison · Infra & APIs
SigNoz vs ZoneMinder
A side-by-side editorial comparison of SigNoz and ZoneMinder — release velocity, themes, recent moves, and the top alternatives to consider.
SigNoz vs ZoneMinder: at a glance
| Feature | SigNoz | ZoneMinder |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 5.0 | 2.5 |
| Sparks · 30d | 0 | 0 |
| Top themes | observability, llm-observability, opentelemetry, alerting | security-hardening, rbac, api-authorization, maintenance-branch |
| Last editorial update | 1d ago | 2mo ago |
| Website | — | Visit → |
What is SigNoz?
SigNoz makes LLM traces readable with a conversation-style Thread view.
SigNoz now renders AI traces as a conversation: each LLM call's input and output messages, reasoning, tool calls and results laid out in sequence, instead of raw JSON in span details. It reads OTel gen_ai attributes plus formats from OpenAI, Anthropic, Gemini, LangChain, Vercel AI SDK, LiteLLM, OpenInference and others. The v1 alert rule API is still set for removal on November 11.
What is ZoneMinder?
1.38.4 is a security release in all but name, closing ACL gaps across the API.
The 1.38 line is in maintenance, and 1.38.4 is almost entirely authorization work: per-monitor access control enforced on event, frame, zone, tag and media endpoints, two auth bypasses fixed in token validation, and SQL injection and overflow hardening. The 1.36 branch still receives backports, with 1.36.38 carrying its own SQL injection fix. The last feature release was 1.38.0 in February, which brought role-based access control, WebRTC and Go2RTC streaming, and the split of monitor function into separate capturing, analysing, and recording settings.
SigNoz vs ZoneMinder: editorial side-by-side
SigNoz
5.0INFRA · APIS
SigNoz makes LLM traces readable with a conversation-style Thread view.
◆ Current state
SigNoz now renders AI traces as a conversation: each LLM call's input and output messages, reasoning, tool calls and results laid out in sequence, instead of raw JSON in span details. It reads OTel gen_ai attributes plus formats from OpenAI, Anthropic, Gemini, LangChain, Vercel AI SDK, LiteLLM, OpenInference and others. The v1 alert rule API is still set for removal on November 11.
◆ Where it's heading
SigNoz is moving into LLM observability from both sides: August's plugin put it inside AI coding agents, and the Thread view now makes it a place to debug AI apps. Underneath, the alerting API keeps migrating on fixed, repeatedly announced dates. Alert channels into incident tools fill out the operational side.
◆ Prediction
Expect more AI-specific views on top of the Thread view, such as token or cost breakdowns per conversation, and the v1 rules removal to ship on November 11 as announced.
ZoneMinder
2.5INFRA · APIS
1.38.4 is a security release in all but name, closing ACL gaps across the API.
◆ Current state
The 1.38 line is in maintenance, and 1.38.4 is almost entirely authorization work: per-monitor access control enforced on event, frame, zone, tag and media endpoints, two auth bypasses fixed in token validation, and SQL injection and overflow hardening. The 1.36 branch still receives backports, with 1.36.38 carrying its own SQL injection fix. The last feature release was 1.38.0 in February, which brought role-based access control, WebRTC and Go2RTC streaming, and the split of monitor function into separate capturing, analysing, and recording settings.
◆ Where it's heading
Every release since 1.38.0 has been consolidation of what that release opened up. RBAC shipped as a headline feature in February, and the four maintenance drops since have been finding the endpoints it did not cover — the familiar pattern when a permission model is retrofitted onto an API that predates it. Cadence is slow and irregular, months apart, with a 1.39 spec bump already visible in the repo but nothing from that series shipped.
◆ Prediction
Expect more per-endpoint ACL fixes on the 1.38 line before anything from 1.39 reaches release.
Alternatives to SigNoz and ZoneMinder
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 ZoneMinder.
NetBird
NetBird's second v0.82 candidate keeps the MySQL removal and deprecates Rosenpass.
GitHub
At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
incident.io
incident.io's agent now runs your team's own tools, with a human approval before any change.
Apache Airflow
Airflow 3.4 reaches its first release candidate, a week after the 10-20 provider wave.
Redocly
Redocly's reunite.agent gets per-duty cron schedules, rules and source repos.
See all SigNoz alternatives → · See all ZoneMinder alternatives →
Recent activity from SigNoz and ZoneMinder
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoSigNozAI traces are now easy to read with the new Thread View
- 7d agoSigNozv1 alert rules removed Nov 11; Telegram alerts, GCP logs
- 15d agoSigNozRebuilt panel editor, heatmap panel, Kubernetes status filters
- 24d agoSigNozFinal notice: v1 alert history API removed Oct 15
- 1mo agoSigNozv1 alert history API removal reminder (Oct 15)
- 1mo agoSigNozv1 alert history endpoints removed Oct 15
- 2mo agoZoneMinder1.38.4 closes API ACL gaps and two auth bypasses
- 4mo agoZoneMinder1.38.3 supersedes 1.38.2 with RBAC and injection fixes
- 4mo agoZoneMinderchore: bump redhat spec version to 1.39.11
- 8mo agoZoneMinder1.36.38 backports a SQL injection fix to the legacy branch
- 8mo agoZoneMinder1.38.1 unifies four ONVIF control modules into one
- 8mo agoZoneMinder1.38.0 adds RBAC, WebRTC streaming, and a monitor function split ⚡
Frequently asked questions
What is the difference between SigNoz and ZoneMinder?
They serve adjacent needs but don't currently overlap on shipped themes. SigNoz is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is SigNoz better than ZoneMinder?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. SigNoz is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. 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 ZoneMinder?
Top ZoneMinder alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "ZoneMinder alternatives" section above for the current picks, or visit /alternatives/zoneminder for the full list with editorial commentary on each.