Comet vs Databricks

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 13.6 for Comet, and ranks ahead in 44% of the answers that name both.

Choose Comet if…

AI answers describe it more positively (53% vs 35% positive)
You need a self-hosted or on-premises option
You need SOC 2 or ISO 9001 or HIPAA or GDPR coverage
Free tier for individuals and small projects

Choose Databricks if…

You want the brand AI engines rank higher (46.2 vs 13.6)
You need 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

AI visibility side by side

Latest weekly run · Nov 2

Metric	Comet	Databricks
Visibility score	13.6%	46.2%
Change vs last week	New	New
Rank in MLOps Platforms	#10	#2
Share of voice	2.7%	7.6%
Mentions this run	19	51
Positive in AI answers	53%	35%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Databricks leads on 3 of 3 engines

ChatGPT

21.3%

43.3%

AI Mode

4.8%

51.1%

Perplexity

14.8%

44.1%

CometDatabricks

Head to head in AI answers

9 engine answers name both brands

5Comet ranked higher

4Databricks ranked higher

Prompt	Engine	Comet	Databricks
Top MLOps platform options for B2B SaaS companies	ChatGPT	#10	#1
Alternatives to the most popular MLOps platform	ChatGPT	#5	#9
Alternatives to the most popular MLOps platform	Perplexity	#4	#12
Best MLOps platform with AI features	Perplexity	#8	#4
Which MLOps Platforms vendors do analysts recommend?	Perplexity	#12	#1
Which MLOps platform offers a free trial?	ChatGPT	#1	#5
How much does an MLOps platform cost per month?	ChatGPT	#3	#7
Which MLOps Platforms tools offer annual discounts?	Perplexity	#2	#8
Official website of the top MLOps platform vendors	ChatGPT	#9	#1

Features, pricing & fit

Dimension	Comet	Databricks
Pricing model	Usage-based	—
Entry price	Free; paid from $19 / mo	—
Free plan	Yes	—
Deployment	Cloud, virtual private cloud, on-premises, or self-hosted open source	Available across all major cloud providers
Integrations	60+	—
Compliance	SOC 2, ISO 27001, ISO 9001, HIPAA, GDPR	ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3
Support	Community (Slack and GitHub), Self-service (Ask AI and Opik MCP Server), Email support, Dedicated support team and SLAs	Technical support on request, Technical documentation
Founded	2017	2013
Headquarters	New York, NY, United States	San Francisco, CA
Employees	51–200	5,000+
Funding	Series B · $70M raised	Round at $60B valuation, including secondary sale
Best for	Developers and teams building LLM applications and AI agents who need tracing, testing and evaluation.	Data engineering, data science, analytics and AI teams at startups and global enterprises