GrafanaFull-stack observability for the agentic era
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · Business Intelligence · weekly run Nov 2
Grafana vs Looker
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Looker is the stronger AI pick in Business Intelligence: it has a visibility score of 29.8 versus 0 for Grafana.
Choose Grafana if…
- AI answers describe it more positively (46% vs 30% positive)
- You need NATSEC100 or PCI DSS or SOC 2 Type II or GDPR or CSA STAR coverage
- Permanent free tier
- Open, composable, flexible platform
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 0)
- You need SOC 2 or HIPAA coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Grafana | Looker |
|---|---|---|
| Visibility score | 0% | 29.8% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #44 | #3 |
| Share of voice | 0% | 8.1% |
| Mentions this run | 0 | 42 |
| Positive in AI answers | 46% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Grafana 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
GrafanaLooker
Head to head in AI answers
0 engine answers name both brands
0Grafana ranked higher
0Looker ranked higher
Features, pricing & fit
| Dimension | Grafana | Looker |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Free; paid from $19 / mo | — |
| Free plan | Yes | — |
| Deployment | Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise | Google Cloud |
| Compliance | FedRAMP, NATSEC100, PCI DSS, SOC 2 Type II, GDPR, ISO 27001, CSA STAR | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | Community support (Free plan), 8x5 email support (Pro plan), Premium support (Enterprise plan) | — |
| Founded | 2014 | — |
| Headquarters | New York, NY | — |
| Employees | 1,001–5,000 | — |
| Funding | Series E · $1100M raised | Series E · $280M raised |
| Best for | Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises | — |
Plans side by side
Looker
Pricing not available.
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
Looker
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
- Developer-centric data modeling via LookML
- Around 4.5 out of 5 stars on Gartner Peer Insights
- Quote-only enterprise pricing starting above $60,000 a year
- Poor fit for NoSQL-heavy data stacks or standalone embedded needs
- Less suited to teams using macOS without virtual machines
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Grafana vs Looker”, https://slateindex.ai/compare/grafana-vs-looker, data of Nov 2, 2026. Licence: CC BY 4.0.