Databricks vs Roboflow

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 MLOps Platforms: it has a visibility score of 46.2 versus 1.7 for Roboflow, and ranks ahead in 100% of the answers that name both.

Choose Databricks if…

You want the brand AI engines rank higher (46.2 vs 1.7)
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

Choose Roboflow if…

AI answers describe it more positively (50% vs 35% positive)
You need a self-hosted or on-premises option
You need SOC 2 or HIPAA coverage

AI visibility side by side

Latest weekly run · Nov 2

Metric	Databricks	Roboflow
Visibility score	46.2%	1.7%
Change vs last week	New	New
Rank in MLOps Platforms	#2	#33
Share of voice	7.6%	0.3%
Mentions this run	51	2
Positive in AI answers	35%	50%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Databricks leads on 3 of 3 engines

ChatGPT

43.3%

2.6%

AI Mode

51.1%

Perplexity

44.1%

2.6%

DatabricksRoboflow

Head to head in AI answers

2 engine answers name both brands

2Databricks ranked higher

0Roboflow ranked higher

Prompt	Engine	Databricks	Roboflow
Which MLOps platform has the best reviews?	ChatGPT	#1	#3
Which MLOps platform has the best reviews?	Perplexity	#1	#3

Features, pricing & fit

Dimension	Databricks	Roboflow
Pricing model	—	Usage-based
Entry price	—	Free; paid from $39 / mo
Free plan	—	Yes
Deployment	Available across all major cloud providers	Roboflow-hosted cloud, dedicated deployments, or self-hosted with Inference on your own hardware, including air-gapped options on Enterprise plans.
Integrations	—	51+
Compliance	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3	SOC 2, HIPAA
Support	Technical support on request, Technical documentation	Email and chat support, Ticket support, Named Customer Support Engineer on Enterprise, 24x7 support with SLA on Enterprise
Founded	2013	2020
Headquarters	San Francisco, CA	Remote, United States
Employees	5,000+	51–200
Funding	Round at $60B valuation, including secondary sale	Series B · $62M raised
Best for	Data engineering, data science, analytics and AI teams at startups and global enterprises	Developers and technical founders building vision applications, and enterprise AI, operations and engineering teams running vision AI on physical operations.