Databricks vs Tray.ai

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 AI Agents: it has a visibility score of 3 versus 1.5 for Tray.ai.

You want the brand AI engines rank higher (3 vs 1.5)
You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 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 3

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

Weekly runs over the last 60 days

Databricks 0pp · Tray.ai 0pp over 0 weekly runs.

Databricks leads on 2 of 3 engines

ChatGPT

3.7%

0.9%

AI Mode

Perplexity

3.1%

3.5%

DatabricksTray.ai

0 engine answers name both brands

0Databricks ranked higher

0Tray.ai ranked higher

Dimension	Databricks	Tray.ai
Pricing model	—	Usage-based
Entry price	—	Contact sales
Free plan	—	No · 30-day trial
Deployment	Available across all major cloud providers	Tray-managed cloud runtime, with on-premise connectivity and regional hosting on Enterprise plans
Integrations	—	700+
Compliance	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3	SOC 1, SOC 2, HIPAA, GDPR
Support	Technical support on request, Technical documentation	Business hours support on all plans, Knowledge base, Community forums, Tray Academy
Founded	2013	2012
Headquarters	San Francisco, CA	San Francisco, CA
Employees	5,000+	201–500
Funding	Round at $60B valuation, including secondary sale	Series C-2 · $164M raised
Best for	Data engineering, data science, analytics and AI teams at startups and global enterprises	Enterprise IT and business teams that need to build integrations, AI agents and governed MCP tools on one platform