LightdashBuild Intelligence, not just dashboards.
vs
YellowfinAnalytics made beautifully simple.
Comparison · Business Intelligence · weekly run Nov 2
Lightdash vs Yellowfin
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Yellowfin is the stronger AI pick in Business Intelligence: it has a visibility score of 0.9 versus 0.3 for Lightdash.
Choose Lightdash if…
- AI answers describe it more positively (100% vs 0% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 or HIPAA (BAA support) coverage
Choose Yellowfin if…
- You want the brand AI engines rank higher (0.9 vs 0.3)
- You need SOC 2 Type II coverage
- You prefer a larger, established vendor (51–200 employees)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Lightdash | Yellowfin |
|---|---|---|
| Visibility score | 0.3% | 0.9% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #39 | #31 |
| Share of voice | 0.2% | 0.4% |
| Mentions this run | 1 | 2 |
| Positive in AI answers | 100% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lightdash 0pp · Yellowfin 0pp over 0 weekly runs.
Engine by engine
Yellowfin leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
LightdashYellowfin
Head to head in AI answers
0 engine answers name both brands
0Lightdash ranked higher
0Yellowfin ranked higher
Features, pricing & fit
| Dimension | Lightdash | Yellowfin |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | Free; paid from $3,000 / mo | — |
| Free plan | Yes | — |
| Deployment | Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier. | Self-managed on-premise or in the cloud, or a fully managed hosted service. |
| Compliance | SOC 2, HIPAA (BAA support) | SOC 2 Type II |
| Support | 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 | 2021 | 2003 |
| Headquarters | San Francisco, CA, United States | Austin, Texas, United States |
| Employees | 11–50 | 51–200 |
| Funding | Series A · $19M raised | — |
| Best for | Data teams already using dbt who want self-serve BI without per-seat pricing. | Software vendors (ISVs and OEMs) that want to embed white-labelled analytics in their applications, and enterprises that need self-service BI. |
Plans side by side
Lightdash
Open Source$0month (self-hosted)
Cloud Pro$3,000month
EnterpriseCustomcontact sales
Yellowfin
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Lightdash vs Yellowfin”, https://slateindex.ai/compare/lightdash-vs-yellowfin, data of Nov 2, 2026. Licence: CC BY 4.0.