SigNoz vs Netdata
Both are alternatives to Datadog. Here's how they stack up — verified facts, no spin.
Also searched as Netdata vs SigNoz — same comparison, one verdict.
SigNoz and Netdata are closely matched on ownership (88 vs 85) — this one comes down to pricing and to which trade-offs below you can live with.
SigNoz
An OpenTelemetry-native, single-app Datadog alternative.
SigNoz brings metrics, traces, and logs into one open-source application built natively on OpenTelemetry, so you get APM-style visibility without per-host SaaS pricing.
Netdata
Real-time, per-second monitoring with zero-config auto-discovery.
Netdata delivers high-resolution, real-time metrics with automatic discovery and minimal configuration, ideal for fast, granular infrastructure visibility on your own machines.
Side by side
10 points of comparison, every one read from a verified field. Green marks the side that wins a row outright. A dash means we do not hold that fact — never that it is zero.
| SigNoz | Netdata | |
|---|---|---|
| Sovereignty ScoreOur transparent 0–100 composite for data ownership and exit cost. | 88 | 85 |
| Open source | Yes | Yes |
| Self-hostable | Yes | Yes |
| Local-first data | Yes | Yes |
| License | MIT (core) | GPL-3.0 |
| Pricing | Free / self-host; optional managed cloud | Free / self-host; optional paid cloud |
| RAM to run it wellThe figure that actually matters, not the vendor's minimum. | 8 GB | 1 GB per monitored node |
| Realistic running costWhat the box costs each month if you run it yourself. | $50–90/mo for a mid-size estate, against Datadog APM pricing per host plus per-ingested-GB | $6/mo for a parent node collecting from agents, against per-host APM pricing that starts around $15 per host per month |
| Setup timeHonest first-install estimate, not the marketing quickstart. | Half a day | 15 minutes — one install script and it is already collecting |
| Ongoing maintenanceThe part nobody budgets for. | Moderate. Retention policy and ClickHouse disk headroom are the recurring jobs. | Low. The defaults are unusually good; the work is deciding retention and alert routing. |
SigNoz edges it on the Sovereignty Score, but the right pick depends on the trade-offs below.
Weighing both against staying on Datadog? Is Datadog free? What it actually costs →
SigNoz
Strengths
- +One app for traces, metrics, and logs
- +OpenTelemetry-native
- +Purpose-built as a Datadog replacement
Trade-offs
- −Younger ecosystem than Grafana
- −Self-hosting needs a datastore to operate
Netdata
Strengths
- +Per-second resolution out of the box
- +Auto-discovers most services
- +Very low setup effort
Trade-offs
- −Less of a long-term query store than Prometheus
- −Best paired with other tools for logs/traces
Which one fits you
The trade-offs above, turned into a decision. Find the line that describes your team.
Choose SigNoz
if a lower exit cost matters more to you than any single feature, and one app for traces, metrics, and logs.
Choose Netdata
if per-second resolution out of the box.
Neither, yet
if both carry a real cost you should weigh first — younger ecosystem than Grafana, and less of a long-term query store than Prometheus. If either of those is a dealbreaker for your team, the shortlist is wrong rather than the choice.
What it takes to run these yourself
Real requirements and honest running costs, not the vendor quickstart.
Self-hosting SigNoz
8 GB RAM · Half a day
$50–90/mo for a mid-size estate, against Datadog APM pricing per host plus per-ingested-GB
Self-hosting Netdata
1 GB per monitored node RAM · 15 minutes — one install script and it is already collecting
$6/mo for a parent node collecting from agents, against per-host APM pricing that starts around $15 per host per month
SigNoz vs Netdata — common questions
Is SigNoz a better fit than Netdata for observability & monitoring?
It depends on what you are optimising for, and the honest split is this: SigNoz scores 88 to Netdata's 85 on data ownership and exit cost, so it is the safer choice if you care about being able to leave. Netdata earns its place on a different axis — per-second resolution out of the box. Neither is a wrong answer for every team; the table above is the actual comparison.
What happens if we want to switch later?
SigNoz keeps its data local or in open formats, so leaving is an export rather than a negotiation. Netdata is still self-hostable, so the files stay on your server either way — but it is not local-first by design, so check what its export produces before you rely on it.
Can I self-host SigNoz or Netdata?
Both can be self-hosted. The difference is what it costs you in time rather than whether it is possible — see the setup and maintenance rows above.
Are SigNoz and Netdata both alternatives to Datadog?
Yes — both appear in our Datadog comparison, which is why they are worth putting side by side. People usually arrive here already having decided to move off Datadog and now choosing between the two replacements, which is a narrower and much easier question.
Related alternative guides
Facts verified 2026-07-12. Licenses and pricing change — spotted something out of date? That's a correction we want.