LangfuseOpen Source Agent Evals & Observability
vs
NetdataReal-time observability with per-second metrics, logs and traces, and AI troubleshooting.
Comparison · Observability · weekly run Nov 3
Langfuse vs Netdata
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Langfuse is the stronger AI pick in Observability: it has a visibility score of 1.4 versus 1.2 for Netdata, and ranks ahead in 100% of the answers that name both.
Choose Langfuse if…
- You want the brand AI engines rank higher (1.4 vs 1.2)
- You need SOC 2 Type II or ISO 27001 or HIPAA-ready region or GDPR coverage
- Usage-based pricing suits your budget better than per seat
- Discounted cloud pricing for qualifying early-stage startups
Choose Netdata if…
- You want a lower entry price ($7 vs $29)
- You need more native integrations (800+ vs 100+)
- AI answers describe it more positively (100% vs 50% positive)
- You need SOC 2 Type 2 coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Langfuse | Netdata |
|---|---|---|
| Visibility score | 1.4% | 1.2% |
| Change vs last week | New | New |
| Rank in Observability | #27 | #28 |
| Share of voice | 0.4% | 0.5% |
| Mentions this run | 2 | 3 |
| Positive in AI answers | 50% | 100% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Langfuse 0pp · Netdata 0pp over 0 weekly runs.
Engine by engine
Langfuse leads on 1 of 3 engines
ChatGPT
AI Mode
Perplexity
LangfuseNetdata
Head to head in AI answers
1 engine answers name both brands
1Langfuse ranked higher
0Netdata ranked higher
| Prompt | Engine | Langfuse | Netdata |
|---|---|---|---|
| Best observability platform with AI features | Perplexity | #2 | #6 |
Features, pricing & fit
| Dimension | Langfuse | Netdata |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Free; paid from $29 / mo | Free; paid from $7 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | Langfuse Cloud in US, EU, Japan and HIPAA regions, or self-hosted under the MIT license | Open-source agents run on your own nodes; Netdata Cloud is offered as SaaS or on-premises. |
| Integrations | 100+ | 800+ |
| Compliance | SOC 2 Type II, ISO 27001, HIPAA-ready region, GDPR | SOC 2 Type 2 |
| Support | Community support via GitHub, In-app support, Private Slack or MS Teams channel on Pro and Enterprise plans, Named lead support engineer on Enterprise plans | Community help via Discord, forums and GitHub Discussions, Premium support available, Dedicated support team on on-premises plans, Nedi AI support assistant |
| Founded | — | 2016 |
| Headquarters | — | San Francisco, California, United States |
| Employees | — | 51–200 |
| Funding | Seed · $4M raised | Series A extension · $33M raised |
| Best for | Engineering teams building LLM applications and AI agents that want open-source, self-hostable tracing and evaluation | Platform engineers, DevOps and SRE teams running Linux, Kubernetes and hybrid infrastructure who want per-second monitoring with zero configuration. |
Plans side by side
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
Langfuse
- Discounted cloud pricing for qualifying early-stage startups
- Well suited to evaluating and debugging LLM or agent behavior
Netdata
- real-time, high-granularity infrastructure monitoring
- strong server monitoring
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Langfuse vs Netdata”, https://slateindex.ai/compare/langfuse-vs-netdata, data of Nov 3, 2026. Licence: CC BY 4.0.