Databricks vs Lightdash

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

Databricks is the stronger AI pick in Business Intelligence: it has a visibility score of 4.3 versus 0.3 for Lightdash.

You want the brand AI engines rank higher (4.3 vs 0.3)
You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 2 Type II or SOC 3 coverage
You prefer a larger, established vendor (5,000+ employees)
Lakehouse architecture combining data warehousing with data lake flexibility

Latest weekly run · Nov 2

Metric	Databricks	Lightdash
Visibility score	4.3%	0.3%
Change vs last week	New	New
Rank in Business Intelligence	#18	#39
Share of voice	1.6%	0.2%
Mentions this run	8	1
Positive in AI answers	35%	100%

The stronger value in each row is marked with a ✓.

Weekly runs over the last 60 days

Databricks 0pp · Lightdash 0pp over 0 weekly runs.

Databricks leads on 3 of 3 engines

ChatGPT

0.9%

AI Mode

3.7%

Perplexity

6.3%

DatabricksLightdash

0 engine answers name both brands

0Databricks ranked higher

0Lightdash ranked higher

Dimension	Databricks	Lightdash
Pricing model	—	Flat tiers
Entry price	—	Free; paid from $3,000 / mo
Free plan	—	Yes
Deployment	Available across all major cloud providers	Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier.
Compliance	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3	SOC 2, HIPAA (BAA support)
Support	Technical support on request, Technical documentation	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	2013	2021
Headquarters	San Francisco, CA	San Francisco, CA, United States
Employees	5,000+	11–50
Funding	Round at $60B valuation, including secondary sale	Series A · $19M raised
Best for	Data engineering, data science, analytics and AI teams at startups and global enterprises	Data teams already using dbt who want self-serve BI without per-seat pricing.