ClearML vs Prefect

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 0.7 for Prefect, 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 0.7)
You want a lower entry price ($15 vs $100)
AI answers describe it more positively (43% vs 0% positive)
You need a self-hosted or on-premises option

Choose Prefect if…

You need SOC 2 Type II or GDPR compliant coverage
You prefer a larger, established vendor (51–200 employees)

AI visibility side by side

Latest weekly run · Nov 2

Metric	ClearML	Prefect
Visibility score	20.6%	0.7%
Change vs last week	New	New
Rank in MLOps Platforms	#8	#42
Share of voice	4.5%	0.3%
Mentions this run	30	2
Positive in AI answers	43%	0%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

ClearML leads on 3 of 3 engines

ChatGPT

22.2%

0.9%

AI Mode

14.3%

1.1%

Perplexity

25.2%

ClearMLPrefect

Head to head in AI answers

1 engine answers name both brands

1ClearML ranked higher

0Prefect ranked higher

Prompt	Engine	ClearML	Prefect
Best MLOps platform for startups	ChatGPT	#1	#8

Features, pricing & fit

Dimension	ClearML	Prefect
Pricing model	Per seat	Per seat
Entry price	Free; paid from $15 per seat / mo	Free; paid from $100 per seat / mo
Free plan	Yes	Yes
Deployment	Hosted servers, self-hosted, or a managed service in a VPC, on-premises (including air-gapped) or hybrid.	Prefect Cloud fully managed with Prefect Serverless compute, or hybrid with lightweight workers inside the customer's own VPC
Compliance	—	SOC 2 Type II, GDPR compliant
Support	Dedicated Slack channel (Scale), Standard SLA (Scale), White-glove support with custom SLA (Enterprise), Professional services (Enterprise)	Community forum, Email, Priority support with 30-minute response SLA on enterprise plans
Founded	2016	2018
Headquarters	Tel Aviv, Israel	Washington, DC
Employees	11–50	51–200
Funding	Series B (reported for parent Allegro AI, unverified, led by New Enterprise Associates) · $16M raised	Series B · $47M 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.	Python data, ML, and agent teams that want durable production workflows without hosting their own scheduler