Lightdash vs Oracle Analytics Cloud
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Oracle Analytics Cloud is the stronger AI pick in Business Intelligence: it has a visibility score of 4.6 versus 0.3 for Lightdash.
Choose Lightdash if…
- AI answers describe it more positively (100% vs 50% positive)
- You need SOC 2 or HIPAA (BAA support) coverage
Choose Oracle Analytics Cloud if…
- You want the brand AI engines rank higher (4.6 vs 0.3)
- You need TX-RAMP coverage
- You prefer a larger, established vendor (5,000+ employees)
- Recommended for enterprise BI software shortlists
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Lightdash | Oracle Analytics Cloud |
|---|---|---|
| Visibility score | 0.3% | 4.6% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #39 | #17 |
| Share of voice | 0.2% | 1.3% |
| Mentions this run | 1 | 7 |
| Positive in AI answers | 100% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lightdash 0pp · Oracle Analytics Cloud 0pp over 0 weekly runs.
Engine by engine
Oracle Analytics Cloud leads on 3 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | Lightdash | Oracle Analytics Cloud |
|---|---|---|
| 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. | Cloud service on Oracle Cloud Infrastructure, on-premises Oracle Analytics Server, or hybrid |
| Compliance | SOC 2, HIPAA (BAA support) | TX-RAMP |
| 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 | — |
| Headquarters | San Francisco, CA, United States | Austin, Texas (2300 Oracle Way), parent Oracle Corporation |
| Employees | 11–50 | 5,000+ |
| Funding | Series A · $19M raised | — |
| Best for | Data teams already using dbt who want self-serve BI without per-seat pricing. | — |
Plans side by side
Lightdash
Oracle Analytics Cloud
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Lightdash
Profile in progress.
Oracle Analytics Cloud
- Recommended for enterprise BI software shortlists
- Included among major BI platforms in Gartner's 2026 evaluation
- Frequently compared with leading BI tools in rankings
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Lightdash vs Oracle Analytics Cloud”, https://slateindex.ai/compare/lightdash-vs-oracle-analytics-cloud, data of Nov 2, 2026. Licence: CC BY 4.0.