LokiObservability
vs
NetdataReal-time observability with per-second metrics, logs and traces, and AI troubleshooting.
Comparison · Observability · weekly run Nov 3
Loki vs Netdata
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Loki is the stronger AI pick in Observability: it has a visibility score of 12 versus 1.2 for Netdata, and ranks ahead in 50% of the answers that name both.
Choose Loki if…
- You want the brand AI engines rank higher (12 vs 1.2)
- You need SOC 2 or ISO/IEC 27001 or ISO 22301 or PCI DSS v4.0.1 or GDPR or TISAX or CSA STAR or FedRAMP High or TX-RAMP Level 2 coverage
- You prefer a larger, established vendor (1,001–5,000 employees)
- Open-source, standards-driven telemetry stack
Choose Netdata if…
- AI answers describe it more positively (100% vs 7% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type 2 coverage
- real-time, high-granularity infrastructure monitoring
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Loki | Netdata |
|---|---|---|
| Visibility score | 12% | 1.2% |
| Change vs last week | New | New |
| Rank in Observability | #11 | #28 |
| Share of voice | 4.7% | 0.5% |
| Mentions this run | 27 | 3 |
| Positive in AI answers | 7% | 100% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Loki 0pp · Netdata 0pp over 0 weekly runs.
Engine by engine
Loki leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LokiNetdata
Head to head in AI answers
2 engine answers name both brands
1Loki ranked higher
1Netdata ranked higher
| Prompt | Engine | Loki | Netdata |
|---|---|---|---|
| What are the best observability tools in 2026? | Perplexity | #12 | #14 |
| Is there a free observability platform for small teams? | AI Mode | #8 | #6 |
Features, pricing & fit
| Dimension | Loki | Netdata |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $7 per seat / mo |
| Free plan | — | Yes |
| Deployment | Self-hosted or through Grafana Cloud | Open-source agents run on your own nodes; Netdata Cloud is offered as SaaS or on-premises. |
| Integrations | — | 800+ |
| Compliance | SOC 2, ISO/IEC 27001, ISO 22301, PCI DSS v4.0.1, GDPR, TISAX, CSA STAR, FedRAMP High, TX-RAMP Level 2 | 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 |
| Founded | 2018 | 2016 |
| Headquarters | New York, NY | San Francisco, California, United States |
| Employees | 1,001–5,000 | 51–200 |
| Funding | Series E · $660M raised | 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. |
Plans side by side
Loki
Pricing not available.
Netdata
Community$0free forever, up to 5 nodes
Business$7node/month
Homelab$90year
Cloud On-PremisesCustomcontact sales
Pros and cons
Themes from the AI answers that mention each brand
Loki
- Open-source, standards-driven telemetry stack
- Composable dashboards and data visualization
- Built natively around OpenTelemetry
- Managed cloud offering with a permanent free tier
- Cost-effective compared with licensed platforms
- Requires internal engineering time to maintain, configure, and scale
- Ongoing infrastructure, storage, and maintenance costs
Netdata
- real-time, high-granularity infrastructure monitoring
- strong server monitoring
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Loki vs Netdata”, https://slateindex.ai/compare/loki-vs-netdata, data of Nov 3, 2026. Licence: CC BY 4.0.