Databricks vs OpenSearch

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

The short answer

OpenSearch is the stronger AI pick in Vector Databases: it has a visibility score of 3.9 versus 1.4 for Databricks.

AI answers describe it more positively (35% vs 0% positive)
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

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

Weekly runs over the last 60 days

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

OpenSearch leads on 3 of 3 engines

ChatGPT

1.9%

3.9%

AI Mode

1.3%

Perplexity

1.1%

4.8%

DatabricksOpenSearch

0 engine answers name both brands

0Databricks ranked higher

0OpenSearch ranked higher

Dimension	Databricks	OpenSearch
Deployment	Available across all major cloud providers	Self-managed, or through Amazon OpenSearch Service and managed providers such as Aiven and Instaclustr. A Kubernetes operator is available for managing clusters.
Compliance	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3	—
Support	Technical support on request, Technical documentation	Community forum, Slack, GitHub, Long-term support from certified providers
Founded	2013	2021
Headquarters	San Francisco, CA	San Francisco, CA, United States
Employees	5,000+	51–200
Funding	Round at $60B valuation, including secondary sale	—
Best for	Data engineering, data science, analytics and AI teams at startups and global enterprises	Organizations that want search, vector retrieval, and observability on open source software without vendor lock-in.