ClearML vs ZenML

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 6 for ZenML, and ranks ahead in 100% of the answers that name both.

Choose ClearML if…

You want the brand AI engines rank higher (20.6 vs 6)
You want a lower entry price ($15 vs $39)
You need a self-hosted or on-premises option
Per seat pricing suits your budget better than flat tiers

Choose ZenML if…

AI answers describe it more positively (55% vs 43% positive)
You need SOC 2 Type II or ISO 27001 coverage
Flat tiers pricing suits your budget better than per seat
Free and fully transparent open-source option

AI visibility side by side

Latest weekly run · Nov 2

Metric	ClearML	ZenML
Visibility score	20.6%	6%
Change vs last week	New	New
Rank in MLOps Platforms	#8	#14
Share of voice	4.5%	1.5%
Mentions this run	30	11
Positive in AI answers	43%	55%

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

Visibility score trend

Weekly runs over the last 60 days

ClearML 0pp · ZenML 0pp over 0 weekly runs.

Engine by engine

ClearML leads on 3 of 3 engines

ChatGPT

22.2%

11.7%

AI Mode

14.3%

6.3%

Perplexity

25.2%

ClearMLZenML

Head to head in AI answers

7 engine answers name both brands

7ClearML ranked higher

0ZenML ranked higher

Prompt	Engine	ClearML	ZenML
Best MLOps platform for startups	ChatGPT	#1	#7
Alternatives to the most popular MLOps platform	ChatGPT	#1	#3
Most affordable MLOps platform that is still reliable	ChatGPT	#2	#5
Best MLOps platform with AI features	ChatGPT	#13	#14
Is there a free MLOps platform for small teams?	AI Mode	#3	#5
Which MLOps platform has transparent pricing?	AI Mode	#1	#4
Official website of the top MLOps platform vendors	ChatGPT	#10	#17

Features, pricing & fit

Dimension	ClearML	ZenML
Pricing model	Per seat	Flat tiers
Entry price	Free; paid from $15 per seat / mo	Free; paid from $39 / mo
Free plan	Yes	Yes
Deployment	Hosted servers, self-hosted, or a managed service in a VPC, on-premises (including air-gapped) or hybrid.	Self-hosted open source, or ZenML's cloud. Enterprise runs on-prem or air-gapped in the customer's cloud, with data and compute staying in the customer's VPC.
Integrations	—	66+
Compliance	—	SOC 2 Type II, ISO 27001
Support	Dedicated Slack channel (Scale), Standard SLA (Scale), White-glove support with custom SLA (Enterprise), Professional services (Enterprise)	Community Slack, Email, Dedicated support with SLA on Enterprise, Workshops and architecture reviews on Enterprise
Founded	2016	2021
Headquarters	Tel Aviv, Israel	Munich, Germany
Employees	11–50	11–50
Funding	Series B (reported for parent Allegro AI, unverified, led by New Enterprise Associates) · $16M raised	Seed extension · $6M 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.	Data science and ML engineering teams that want pipelines and AI agents run on their own infrastructure, and agent teams that want to find the evals they are missing.