ClearML vs Comet

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 13.6 for Comet, and ranks ahead in 75% of the answers that name both.

Choose ClearML if…

You want the brand AI engines rank higher (20.6 vs 13.6)
You want a lower entry price ($15 vs $19)
Per seat pricing suits your budget better than usage-based
open-source flexibility

Choose Comet if…

AI answers describe it more positively (53% vs 43% positive)
You need SOC 2 or ISO 27001 or ISO 9001 or HIPAA or GDPR coverage
You prefer a larger, established vendor (51–200 employees)
Usage-based pricing suits your budget better than per seat

AI visibility side by side

Latest weekly run · Nov 2

Metric	ClearML	Comet
Visibility score	20.6%	13.6%
Change vs last week	New	New
Rank in MLOps Platforms	#8	#10
Share of voice	4.5%	2.7%
Mentions this run	30	19
Positive in AI answers	43%	53%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

ClearML leads on 3 of 3 engines

ChatGPT

22.2%

21.3%

AI Mode

14.3%

4.8%

Perplexity

25.2%

14.8%

ClearMLComet

Head to head in AI answers

12 engine answers name both brands

9ClearML ranked higher

3Comet ranked higher

Prompt	Engine	ClearML	Comet
Best MLOps platform for startups	Perplexity	#3	#4
Alternatives to the most popular MLOps platform	ChatGPT	#1	#5
Alternatives to the most popular MLOps platform	AI Mode	#3	#5
Alternatives to the most popular MLOps platform	Perplexity	#3	#4
Best MLOps platform with AI features	Perplexity	#10	#8
Which MLOps Platforms vendors do analysts recommend?	Perplexity	#10	#12
How much does an MLOps platform cost per month?	ChatGPT	#4	#3
Is there a free MLOps platform for small teams?	Perplexity	#2	#4
Which MLOps platform has transparent pricing?	ChatGPT	#1	#2
Which MLOps Platforms tools offer annual discounts?	ChatGPT	#2	#3
Which MLOps Platforms tools offer annual discounts?	Perplexity	#1	#2
Official website of the top MLOps platform vendors	ChatGPT	#10	#9

Features, pricing & fit

Dimension	ClearML	Comet
Pricing model	Per seat	Usage-based
Entry price	Free; paid from $15 per seat / mo	Free; paid from $19 / mo
Free plan	Yes	Yes
Deployment	Hosted servers, self-hosted, or a managed service in a VPC, on-premises (including air-gapped) or hybrid.	Cloud, virtual private cloud, on-premises, or self-hosted open source
Integrations	—	60+
Compliance	—	SOC 2, ISO 27001, ISO 9001, HIPAA, GDPR
Support	Dedicated Slack channel (Scale), Standard SLA (Scale), White-glove support with custom SLA (Enterprise), Professional services (Enterprise)	Community (Slack and GitHub), Self-service (Ask AI and Opik MCP Server), Email support, Dedicated support team and SLAs
Founded	2016	2017
Headquarters	Tel Aviv, Israel	New York, NY, United States
Employees	11–50	51–200
Funding	Series B (reported for parent Allegro AI, unverified, led by New Enterprise Associates) · $16M raised	Series B · $70M 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.	Developers and teams building LLM applications and AI agents who need tracing, testing and evaluation.