Arize vs ClearML

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 1.5 for Arize, and ranks ahead in 50% of the answers that name both.

Choose Arize if…

You need SOC 2 Type II or ISO 27001 or PCI DSS or HIPAA or GDPR coverage
You prefer a larger, established vendor (51–200 employees)
Flat tiers pricing suits your budget better than per seat

Choose ClearML if…

You want the brand AI engines rank higher (20.6 vs 1.5)
You want a lower entry price ($15 vs $50)
AI answers describe it more positively (43% vs 20% positive)
Per seat pricing suits your budget better than flat tiers

AI visibility side by side

Latest weekly run · Nov 2

Metric	Arize	ClearML
Visibility score	1.5%	20.6%
Change vs last week	New	New
Rank in MLOps Platforms	#34	#8
Share of voice	0.7%	4.5%
Mentions this run	5	30
Positive in AI answers	20%	43%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

ClearML leads on 3 of 3 engines

ChatGPT

2.8%

22.2%

AI Mode

0.9%

14.3%

Perplexity

0.9%

25.2%

ArizeClearML

Head to head in AI answers

2 engine answers name both brands

1Arize ranked higher

1ClearML ranked higher

Prompt	Engine	Arize	ClearML
Alternatives to the most popular MLOps platform	Perplexity	#20	#3
Best MLOps platform with AI features	ChatGPT	#12	#13

Features, pricing & fit

Dimension	Arize	ClearML
Pricing model	Flat tiers	Per seat
Entry price	Free; paid from $50 / mo	Free; paid from $15 per seat / mo
Free plan	Yes	Yes
Deployment	SaaS, with self-hosted deployment on the Enterprise plan; Phoenix runs locally or self-hosted.	Hosted servers, self-hosted, or a managed service in a VPC, on-premises (including air-gapped) or hybrid.
Integrations	40+	—
Compliance	SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, GDPR	—
Support	Community, Email, Dedicated support on Enterprise	Dedicated Slack channel (Scale), Standard SLA (Scale), White-glove support with custom SLA (Enterprise), Professional services (Enterprise)
Founded	2020	2016
Headquarters	—	Tel Aviv, Israel
Employees	51–200	11–50
Funding	Series B-1 extension · $131M raised	Series B (reported for parent Allegro AI, unverified, led by New Enterprise Associates) · $16M raised
Best for	AI engineering teams building and running production AI agents and LLM applications who need observability and evaluations.	Individuals, researchers and small teams on the free plan, growing AI teams on Pro, and enterprises running GPU clusters for multiple large projects.