Netdata vs Prometheus
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Prometheus is the stronger AI pick in Observability: it has a visibility score of 20.8 versus 1.2 for Netdata, and ranks ahead in 50% of the answers that name both.
Choose Netdata if…
- AI answers describe it more positively (100% vs 13% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type 2 coverage
- real-time, high-granularity infrastructure monitoring
Choose Prometheus if…
- You want the brand AI engines rank higher (20.8 vs 1.2)
- Open-source, standards-driven telemetry
- Mature, widely adopted Prometheus ecosystem
- Strong OpenTelemetry and Prometheus support
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Netdata | Prometheus |
|---|---|---|
| Visibility score | 1.2% | 20.8% |
| Change vs last week | New | New |
| Rank in Observability | #28 | #7 |
| Share of voice | 0.5% | 6.1% |
| Mentions this run | 3 | 36 |
| Positive in AI answers | 100% | 13% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Netdata 0pp · Prometheus 0pp over 0 weekly runs.
Engine by engine
Prometheus leads on 3 of 3 engines
Head to head in AI answers
2 engine answers name both brands
| Prompt | Engine | Netdata | Prometheus |
|---|---|---|---|
| What are the best observability tools in 2026? | Perplexity | #14 | #11 |
| Is there a free observability platform for small teams? | AI Mode | #6 | #7 |
Features, pricing & fit
| Dimension | Netdata | Prometheus |
|---|---|---|
| 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; the server runs as a single binary with no external dependencies. |
| 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 | Community support, Training |
| 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 monitoring cloud native and containerized applications, systems, and services |
Plans side by side
Netdata
Prometheus
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
Prometheus
- Open-source, standards-driven telemetry
- Mature, widely adopted Prometheus ecosystem
- Strong OpenTelemetry and Prometheus support
- Low cost and flexible
- Avoids vendor lock-in
- Self-hosting requires setup, storage, upgrades and maintenance
- Needs significant engineering time to scale and maintain
- Infrastructure and maintenance costs still apply
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Netdata vs Prometheus”, https://slateindex.ai/compare/netdata-vs-prometheus-grafana, data of Nov 3, 2026. Licence: CC BY 4.0.