ClearML vs H2O.ai

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

The short answer

ClearML is the stronger AI pick in MLOps Platforms: it has a visibility score of 20.6 versus 2.2 for H2O.ai, and ranks ahead in 67% of the answers that name both.

Choose ClearML if…

You want the brand AI engines rank higher (20.6 vs 2.2)
AI answers describe it more positively (43% vs 29% positive)
You need a self-hosted or on-premises option
open-source flexibility

Choose H2O.ai if…

You need SOC 2 Type II or HIPAA or FedRAMP High coverage
You prefer a larger, established vendor (201–500 employees)
Explainable, open-source-driven predictive and agentic tooling
Go-to platform for automated machine learning (AutoML)

AI visibility side by side

Latest weekly run · Nov 2

Metric	ClearML	H2O.ai
Visibility score	20.6%	2.2%
Change vs last week	New	New
Rank in MLOps Platforms	#8	#27
Share of voice	4.5%	1%
Mentions this run	30	7
Positive in AI answers	43%	29%

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

Visibility score trend

Weekly runs over the last 60 days

ClearML 0pp · H2O.ai 0pp over 0 weekly runs.

Engine by engine

ClearML leads on 3 of 3 engines

ChatGPT

22.2%

2.8%

AI Mode

14.3%

1.9%

Perplexity

25.2%

1.9%

ClearMLH2O.ai

Head to head in AI answers

6 engine answers name both brands

4ClearML ranked higher

2H2O.ai ranked higher

Prompt	Engine	ClearML	H2O.ai
What are the best MLOps Platforms tools in 2026?	AI Mode	#11	#12
Compare the leading MLOps Platforms platforms	Perplexity	#12	#13
Which MLOps Platforms vendors do analysts recommend?	ChatGPT	#11	#16
Official website of the top MLOps platform vendors	ChatGPT	#10	#11
Official website of the top MLOps platform vendors	AI Mode	#11	#10
Official website of the top MLOps platform vendors	Perplexity	#12	#10

Features, pricing & fit

Dimension	ClearML	H2O.ai
Pricing model	Per seat	—
Entry price	Free; paid from $15 per seat / mo	—
Free plan	Yes	—
Deployment	Hosted servers, self-hosted, or a managed service in a VPC, on-premises (including air-gapped) or hybrid.	On-premises, fully air-gapped, private cloud, or public cloud
Compliance	—	SOC 2 Type II, HIPAA, FedRAMP High
Support	Dedicated Slack channel (Scale), Standard SLA (Scale), White-glove support with custom SLA (Enterprise), Professional services (Enterprise)	Forward Deployed Engineers embedded on-site
Founded	2016	2012
Headquarters	Tel Aviv, Israel	Mountain View, California, United States
Employees	11–50	201–500
Funding	Series B (reported for parent Allegro AI, unverified, led by New Enterprise Associates) · $16M raised	Series E · $250M raised
Best for	Individuals, researchers and small teams on the free plan, growing AI teams on Pro, and enterprises running GPU clusters for multiple large projects.	Regulated enterprises and public-sector agencies that need predictive, generative and agentic AI on their own infrastructure, including air-gapped deployments.