NetdataReal-time observability with per-second metrics, logs and traces, and AI troubleshooting.
vs
ZipkinA distributed tracing system
Comparison · Observability · weekly run Nov 3
Netdata vs Zipkin
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Netdata is the stronger AI pick in Observability: it has a visibility score of 1.2 versus 0.3 for Zipkin.
Choose Netdata if…
- You want the brand AI engines rank higher (1.2 vs 0.3)
- AI answers describe it more positively (100% vs 0% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type 2 coverage
Choose Zipkin if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Netdata | Zipkin |
|---|---|---|
| Visibility score | 1.2% | 0.3% |
| Change vs last week | New | New |
| Rank in Observability | #28 | #36 |
| Share of voice | 0.5% | 0.1% |
| Mentions this run | 3 | 1 |
| Positive in AI answers | 100% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Netdata 0pp · Zipkin 0pp over 0 weekly runs.
Engine by engine
Netdata leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
NetdataZipkin
Head to head in AI answers
0 engine answers name both brands
0Netdata ranked higher
0Zipkin ranked higher
Features, pricing & fit
| Dimension | Netdata | Zipkin |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Free; paid from $7 per seat / mo | — |
| Free plan | Yes | — |
| Deployment | Open-source agents run on your own nodes; Netdata Cloud is offered as SaaS or on-premises. | Self-hosted: run the self-contained executable jar or the openzipkin/zipkin Docker image. The server requires JRE 17 or newer and serves the UI on port 9411 by default. |
| Integrations | 800+ | — |
| Compliance | SOC 2 Type 2 | — |
| Support | Community help via Discord, forums and GitHub Discussions, Premium support available, Dedicated support team on on-premises plans, Nedi AI support assistant | Zipkin Gitter chat channel, GitHub issues |
| Founded | 2016 | 2012 |
| Headquarters | San Francisco, California, United States | — |
| Employees | 51–200 | — |
| Funding | Series A extension · $33M raised | — |
| Best for | Platform engineers, DevOps and SRE teams running Linux, Kubernetes and hybrid infrastructure who want per-second monitoring with zero configuration. | Teams troubleshooting latency problems in service architectures |
Plans side by side
Netdata
Community$0free forever, up to 5 nodes
Business$7node/month
Homelab$90year
Cloud On-PremisesCustomcontact sales
Zipkin
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Netdata
- real-time, high-granularity infrastructure monitoring
- strong server monitoring
Zipkin
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Netdata vs Zipkin”, https://slateindex.ai/compare/netdata-vs-zipkin, data of Nov 3, 2026. Licence: CC BY 4.0.