Databricks vs Fiddler 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 MLOps Platforms: it has a visibility score of 46.2 versus 0.6 for Fiddler AI, 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 0.6)
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)

Choose Fiddler AI if…

You need a self-hosted or on-premises option
You need HIPAA coverage
Integrates with observability and logging tools

AI visibility side by side

Latest weekly run · Nov 2

Metric	Databricks	Fiddler AI
Visibility score	46.2%	0.6%
Change vs last week	New	New
Rank in MLOps Platforms	#2	#44
Share of voice	7.6%	0.3%
Mentions this run	51	2
Positive in AI answers	35%	0%

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

Visibility score trend

Weekly runs over the last 60 days

Databricks 0pp · Fiddler AI 0pp over 0 weekly runs.

Engine by engine

Databricks leads on 3 of 3 engines

ChatGPT

43.3%

0.9%

AI Mode

51.1%

0.9%

Perplexity

44.1%

DatabricksFiddler AI

Head to head in AI answers

1 engine answers name both brands

1Databricks ranked higher

0Fiddler AI ranked higher

Prompt	Engine	Databricks	Fiddler AI
Which MLOps Platforms vendors do analysts recommend?	ChatGPT	#1	#12

Features, pricing & fit

Dimension	Databricks	Fiddler AI
Pricing model	—	Usage-based
Entry price	—	Free; paid from $0.002 / mo
Free plan	—	Yes
Deployment	Available across all major cloud providers	SaaS, VPC, or on-premises
Integrations	—	100+
Compliance	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3	SOC 2 Type II, HIPAA
Support	Technical support on request, Technical documentation	White-glove support with dedicated communication channels, Named Customer Success Manager on the Enterprise plan
Founded	2013	2018
Headquarters	San Francisco, CA	Palo Alto, California, United States
Employees	5,000+	51–200
Funding	Round at $60B valuation, including secondary sale	Series B extension · $100M raised
Best for	Data engineering, data science, analytics and AI teams at startups and global enterprises	Enterprises deploying AI agents and predictive models, especially highly regulated industries such as financial services, healthcare, insurance and government.