Apache AirflowOpen-source platform to programmatically author, schedule, and monitor workflows.

CometThe Fastest Path to Agents That Work

Comparison · MLOps Platforms · weekly run Nov 2

Apache Airflow vs Comet

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

The short answer

Comet is the stronger AI pick in MLOps Platforms: it has a visibility score of 13.6 versus 5.2 for Apache Airflow, and ranks ahead in 100% of the answers that name both.

Choose Apache Airflow if…

You need more native integrations (98+ vs 60+)
free and open-source under Apache 2.0 license
recommended as orchestration in practical vendor-neutral stacks

Choose Comet if…

You want the brand AI engines rank higher (13.6 vs 5.2)
AI answers describe it more positively (53% vs 40% positive)
You need a self-hosted or on-premises option
You need SOC 2 or ISO 27001 or ISO 9001 or HIPAA or GDPR coverage

AI visibility side by side

Latest weekly run · Nov 2

Metric	Apache Airflow	Comet
Visibility score	5.2%	13.6%
Change vs last week	New	New
Rank in MLOps Platforms	#18	#10
Share of voice	1.5%	2.7%
Mentions this run	10	19
Positive in AI answers	40%	53%

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

Visibility score trend

Weekly runs over the last 60 days

Apache Airflow 0pp · Comet 0pp over 0 weekly runs.

Engine by engine

Comet leads on 3 of 3 engines

ChatGPT

5.9%

21.3%

AI Mode

4.3%

4.8%

Perplexity

5.6%

14.8%

Apache AirflowComet

Head to head in AI answers

1 engine answers name both brands

0Apache Airflow ranked higher

1Comet ranked higher

Prompt	Engine	Apache Airflow	Comet
Alternatives to the most popular MLOps platform	Perplexity	#18	#4

Features, pricing & fit

Dimension	Apache Airflow	Comet
Pricing model	—	Usage-based
Entry price	—	Free; paid from $19 / mo
Free plan	—	Yes
Deployment	Self-hosted, installed via PyPI as the apache-airflow package or deployed from Docker images.	Cloud, virtual private cloud, on-premises, or self-hosted open source
Integrations	98+	60+
Compliance	—	SOC 2, ISO 27001, ISO 9001, HIPAA, GDPR
Support	—	Community (Slack and GitHub), Self-service (Ask AI and Opik MCP Server), Email support, Dedicated support team and SLAs
Founded	2015	2017
Headquarters	Wilmington, Delaware	New York, NY, United States
Employees	—	51–200
Funding	—	Series B · $70M raised
Best for	Teams that run both data engineering and data science workflows and want to define them in Python.	Developers and teams building LLM applications and AI agents who need tracing, testing and evaluation.