GrafanaFull-stack observability for the agentic era
vs
LightdashBuild Intelligence, not just dashboards.
Comparison · Business Intelligence · weekly run Nov 2
Grafana vs Lightdash
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Lightdash is the stronger AI pick in Business Intelligence: it has a visibility score of 0.3 versus 0 for Grafana.
Choose Grafana if…
- You want a lower entry price ($19 vs $3,000)
- You need FedRAMP or NATSEC100 or PCI DSS or SOC 2 Type II or GDPR or ISO 27001 or CSA STAR coverage
- You prefer a larger, established vendor (1,001–5,000 employees)
- Usage-based pricing suits your budget better than flat tiers
Choose Lightdash if…
- You want the brand AI engines rank higher (0.3 vs 0)
- AI answers describe it more positively (100% vs 46% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 or HIPAA (BAA support) coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Grafana | Lightdash |
|---|---|---|
| Visibility score | 0% | 0.3% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #44 | #39 |
| Share of voice | 0% | 0.2% |
| Mentions this run | 0 | 1 |
| Positive in AI answers | 46% | 100% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Grafana 0pp · Lightdash 0pp over 0 weekly runs.
Engine by engine
Lightdash leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
GrafanaLightdash
Head to head in AI answers
0 engine answers name both brands
0Grafana ranked higher
0Lightdash ranked higher
Features, pricing & fit
| Dimension | Grafana | Lightdash |
|---|---|---|
| Pricing model | Usage-based | Flat tiers |
| Entry price | Free; paid from $19 / mo | Free; paid from $3,000 / mo |
| Free plan | Yes | Yes |
| Deployment | Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise | Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier. |
| Compliance | FedRAMP, NATSEC100, PCI DSS, SOC 2 Type II, GDPR, ISO 27001, CSA STAR | SOC 2, HIPAA (BAA support) |
| Support | Community support (Free plan), 8x5 email support (Pro plan), Premium support (Enterprise plan) | Community Slack (Open Source plan), Private Slack channel and live chat (Cloud Pro), Private Slack channel and premium support with 8-hour response SLA (Enterprise) |
| Founded | 2014 | 2021 |
| Headquarters | New York, NY | San Francisco, CA, United States |
| Employees | 1,001–5,000 | 11–50 |
| Funding | Series E · $1100M raised | Series A · $19M raised |
| Best for | Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises | Data teams already using dbt who want self-serve BI without per-seat pricing. |
Plans side by side
Lightdash
Open Source$0month (self-hosted)
Cloud Pro$3,000month
EnterpriseCustomcontact sales
Pros and cons
Themes from the AI answers that mention each brand
Grafana
- Permanent free tier
- Open, composable, flexible platform
- Strong open-source, Prometheus and OpenTelemetry support
- Cost-effective, good value
- Managed hosting
- Complex multi-dimensional usage-based billing
- Self-hosting demands significant engineering maintenance
- Capped free-tier limits
Lightdash
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Grafana vs Lightdash”, https://slateindex.ai/compare/grafana-vs-lightdash, data of Nov 2, 2026. Licence: CC BY 4.0.