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Comparison · Infra & APIs
Grafana OnCall vs SigNoz
A side-by-side editorial comparison of Grafana OnCall and SigNoz — release velocity, themes, recent moves, and the top alternatives to consider.
Grafana OnCall vs SigNoz: at a glance
| Feature | Grafana OnCall | SigNoz |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 0.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | incident response, on-call, maintenance, dependencies | observability, llm-observability, opentelemetry, alerting |
| Last editorial update | 8d ago | 1d ago |
| Website | Visit → | — |
What is Grafana OnCall?
Grafana OnCall's open-source line is in upkeep mode: runtime pins and Helm bumps, no features.
The last four releases of Grafana OnCall's open-source build contain no user-facing changes. Two Helm chart releases in mid-2025 were followed by v1.16.10 and v1.16.11 in early 2026, which pin Python 3.12.11, update urllib3, and adjust the Telegram integration's imports. The project still ships, but only to keep its dependencies current.
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.
Grafana OnCall vs SigNoz: editorial side-by-side
Grafana OnCall
0.0INFRA · APIS
Grafana OnCall's open-source line is in upkeep mode: runtime pins and Helm bumps, no features.
◆ Current state
The last four releases of Grafana OnCall's open-source build contain no user-facing changes. Two Helm chart releases in mid-2025 were followed by v1.16.10 and v1.16.11 in early 2026, which pin Python 3.12.11, update urllib3, and adjust the Telegram integration's imports. The project still ships, but only to keep its dependencies current.
◆ Where it's heading
The cadence is slowing: two releases in summer 2025, then a five-month gap, then two patch releases two weeks apart in early 2026. Nothing in these notes points to new alerting, scheduling, or escalation work in the open-source line.
◆ Prediction
Expect more v1.16.x patches for dependency and runtime hygiene, if any arrive at all; the entries give no sign of a 1.17 or a feature release.
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.
Alternatives to Grafana OnCall and SigNoz
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 Grafana OnCall or SigNoz.
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 Grafana OnCall alternatives → · See all SigNoz alternatives →
Recent activity from Grafana OnCall and SigNoz
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
- 8mo agoGrafana OnCallv1.16.11: Python update and Telegram filter import refactor
- 9mo agoGrafana OnCallv1.16.10: Python 3.12.11 pin and urllib3 update
- 1y agoGrafana OnCallHelm chart 1.16.5 released
- 1y agoGrafana OnCallHelm chart 1.16.4 released
Frequently asked questions
What is the difference between Grafana OnCall and SigNoz?
They serve adjacent needs but don't currently overlap on shipped themes. SigNoz is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Grafana OnCall better than SigNoz?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. SigNoz is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Grafana OnCall?
Top Grafana OnCall alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Grafana OnCall alternatives" section above for the current picks, or visit /alternatives/grafana-oncall for the full list with editorial commentary on each.
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.