Galileo vs MLflow

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

The short answer

MLflow is the stronger AI pick in MLOps Platforms: it has a visibility score of 50.9 versus 0.4 for Galileo, and ranks ahead in 100% of the answers that name both.

Choose Galileo if…

You need SOC 2 Type II coverage

Choose MLflow if…

You want the brand AI engines rank higher (50.9 vs 0.4)
AI answers describe it more positively (44% vs 0% positive)
free open-source software with no license fee
widely adopted MLOps standard and baseline

AI visibility side by side

Latest weekly run · Nov 2

Metric	Galileo	MLflow
Visibility score	0.4%	50.9%
Change vs last week	New	New
Rank in MLOps Platforms	#48	#1
Share of voice	0.2%	9.7%
Mentions this run	1	65
Positive in AI answers	0%	44%

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

Visibility score trend

Weekly runs over the last 60 days

Galileo 0pp · MLflow 0pp over 0 weekly runs.

Engine by engine

MLflow leads on 3 of 3 engines

ChatGPT

48.5%

AI Mode

1.3%

60.6%

Perplexity

43.7%

GalileoMLflow

Head to head in AI answers

1 engine answers name both brands

0Galileo ranked higher

1MLflow ranked higher

Prompt	Engine	Galileo	MLflow
How much does an MLOps platform cost per month?	AI Mode	#6	#1

Features, pricing & fit

Dimension	Galileo	MLflow
Deployment	SaaS, Virtual Private Cloud, On-Premises	Self-hosted from the open source package, started with one command or Docker.
Integrations	—	100+
Compliance	SOC 2 Type II	—
Support	—	Documentation, Community Slack, Mailing list mlflow-users@googlegroups.com, GitHub
Founded	—	2018
Headquarters	—	San Francisco, CA, United States
Funding	Series B · $68M raised	—
Best for	AI teams running GenAI applications and agents at enterprise scale	Teams of all sizes building LLM applications, agents and ML models who want open source tooling without vendor lock-in.