dbtDeliver trusted data with dbt
vs
GrafanaFull-stack observability for the agentic era
Comparison · Business Intelligence · weekly run Nov 2
dbt vs Grafana
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
dbt is the stronger AI pick in Business Intelligence: it has a visibility score of 0.6 versus 0 for Grafana.
Choose dbt if…
- You want the brand AI engines rank higher (0.6 vs 0)
- You need a self-hosted or on-premises option
- You need ISO 27001:2022 or ISO 27017:2015 or ISO 27018:2025 or ISO 27701:2019 or ISO 42001:2023 or CCPA coverage
- Per seat pricing suits your budget better than usage-based
Choose Grafana if…
- You want a lower entry price ($19 vs $100)
- AI answers describe it more positively (46% vs 0% positive)
- You need FedRAMP or NATSEC100 or PCI DSS or ISO 27001 or CSA STAR coverage
- Usage-based pricing suits your budget better than per seat
AI visibility side by side
Latest weekly run · Nov 2
| Metric | dbt | Grafana |
|---|---|---|
| Visibility score | 0.6% | 0% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #34 | #44 |
| Share of voice | 0.4% | 0% |
| Mentions this run | 2 | 0 |
| Positive in AI answers | 0% | 46% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
dbt 0pp · Grafana 0pp over 0 weekly runs.
Engine by engine
dbt leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
dbtGrafana
Head to head in AI answers
0 engine answers name both brands
0dbt ranked higher
0Grafana ranked higher
Features, pricing & fit
| Dimension | dbt | Grafana |
|---|---|---|
| Pricing model | Per seat | Usage-based |
| Entry price | Free; paid from $100 per seat / mo | Free; paid from $19 / mo |
| Free plan | Yes | Yes |
| Deployment | Cloud platform, with self-hosted dbt Core and hybrid projects run in the customer's own environment. | Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise |
| Compliance | SOC 2 Type II, ISO 27001:2022, ISO 27017:2015, ISO 27018:2025, ISO 27701:2019, ISO 42001:2023, GDPR, CCPA | FedRAMP, NATSEC100, PCI DSS, SOC 2 Type II, GDPR, ISO 27001, CSA STAR |
| Support | Documentation, online learning and community, 24x5 support, Priority support with enhanced SLA, Dedicated account management | 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 D · $414M raised | Series E · $1100M raised |
| Best for | Data teams that build SQL-based data transformations and want them tested, version-controlled and governed. | Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises |
Plans side by side
Pros and cons
Themes from the AI answers that mention each brand
dbt
- Excellent tool for modern data warehousing
- Cleans and models raw data into analytics-ready tables
- Compatible with many other data and BI tools
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
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “dbt vs Grafana”, https://slateindex.ai/compare/dbt-vs-grafana, data of Nov 2, 2026. Licence: CC BY 4.0.