Databricks vs Prefect

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 0.7 for Prefect.

You want the brand AI engines rank higher (46.2 vs 0.7)
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 3 coverage
You prefer a larger, established vendor (5,000+ employees)

Latest weekly run · Nov 2

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

Weekly runs over the last 60 days

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

Databricks leads on 3 of 3 engines

ChatGPT

43.3%

0.9%

AI Mode

51.1%

1.1%

Perplexity

44.1%

DatabricksPrefect

0 engine answers name both brands

0Databricks ranked higher

0Prefect ranked higher

Dimension	Databricks	Prefect
Pricing model	—	Per seat
Entry price	—	Free; paid from $100 per seat / mo
Free plan	—	Yes
Deployment	Available across all major cloud providers	Prefect Cloud fully managed with Prefect Serverless compute, or hybrid with lightweight workers inside the customer's own VPC
Compliance	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3	SOC 2 Type II, GDPR compliant
Support	Technical support on request, Technical documentation	Community forum, Email, Priority support with 30-minute response SLA on enterprise plans
Founded	2013	2018
Headquarters	San Francisco, CA	Washington, DC
Employees	5,000+	51–200
Funding	Round at $60B valuation, including secondary sale	Series B · $47M raised
Best for	Data engineering, data science, analytics and AI teams at startups and global enterprises	Python data, ML, and agent teams that want durable production workflows without hosting their own scheduler