Chroma vs Databricks

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

The short answer

Chroma is the stronger AI pick in Vector Databases: it has a visibility score of 18.6 versus 1.4 for Databricks, and ranks ahead in 100% of the answers that name both.

Choose Chroma if…

You want the brand AI engines rank higher (18.6 vs 1.4)
AI answers describe it more positively (50% vs 35% positive)
You need a self-hosted or on-premises option
Fast path from local notebook prototyping to serverless cloud production

Choose Databricks if…

You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 3 coverage
You prefer a larger, established vendor (5,000+ employees)
Lakehouse architecture combining data warehousing with data lake flexibility
Strong for machine learning, AI, and data engineering workloads

AI visibility side by side

Latest weekly run · Nov 2

Metric	Chroma	Databricks
Visibility score	18.6%	1.4%
Change vs last week	New	New
Rank in Vector Databases	#6	#22
Share of voice	6.8%	0.8%
Mentions this run	32	4
Positive in AI answers	50%	35%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Chroma leads on 3 of 3 engines

ChatGPT

22.2%

1.9%

AI Mode

20.9%

1.3%

Perplexity

12.6%

1.1%

ChromaDatabricks

Head to head in AI answers

3 engine answers name both brands

3Chroma ranked higher

0Databricks ranked higher

Prompt	Engine	Chroma	Databricks
Compare the leading Vector Databases platforms	ChatGPT	#6	#10
Best vector database with AI features	Perplexity	#6	#7
Is Chroma a good vector database?	ChatGPT	#1	#6

Features, pricing & fit

Dimension	Chroma	Databricks
Pricing model	Usage-based	—
Entry price	Free; paid from $250 / mo	—
Free plan	Yes	—
Deployment	Open-source self-hosted, serverless managed Chroma Cloud, or Bring Your Own Cloud in the customer's VPC.	Available across all major cloud providers
Compliance	SOC 2 Type II	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3
Support	Community support through Discord and the open-source community on the Starter plan, Slack support on the Team plan, Dedicated support and customized SLAs on the Enterprise plan	Technical support on request, Technical documentation
Founded	2022	2013
Headquarters	San Francisco, CA, United States	San Francisco, CA
Employees	11–50	5,000+
Funding	Seed · $18M raised	Round at $60B valuation, including secondary sale
Best for	Developers building retrieval-augmented generation prototypes, who get a fast start locally, and teams that later need a managed or self-hosted search system.	Data engineering, data science, analytics and AI teams at startups and global enterprises