ClearML vs Flyte

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 0.9 for Flyte, 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 0.9)
AI answers describe it more positively (43% vs 33% positive)
open-source flexibility
transparent, clear pricing with a free self-hosted tier

Choose Flyte if…

You need SOC 2 Type II or SOC 2 Type I coverage
Recommended as an open-source, portable MLOps foundation
Named among specialized tools in vendor comparison lists

AI visibility side by side

Latest weekly run · Nov 2

Metric	ClearML	Flyte
Visibility score	20.6%	0.9%
Change vs last week	New	New
Rank in MLOps Platforms	#8	#39
Share of voice	4.5%	0.4%
Mentions this run	30	3
Positive in AI answers	43%	33%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

ClearML leads on 3 of 3 engines

ChatGPT

22.2%

0.9%

AI Mode

14.3%

Perplexity

25.2%

1.9%

ClearMLFlyte

Head to head in AI answers

3 engine answers name both brands

3ClearML ranked higher

0Flyte ranked higher

Prompt	Engine	ClearML	Flyte
Which MLOps Platforms vendors do analysts recommend?	Perplexity	#10	#14
Official website of the top MLOps platform vendors	ChatGPT	#10	#20
Official website of the top MLOps platform vendors	Perplexity	#12	#17

Features, pricing & fit

Dimension	ClearML	Flyte
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.	Open source, self-hosted by the user on their own Kubernetes cluster, or managed Enterprise Flyte on Union.ai, with the data plane in the customer's cloud.
Compliance	—	SOC 2 Type II, SOC 2 Type I
Support	Dedicated Slack channel (Scale), Standard SLA (Scale), White-glove support with custom SLA (Enterprise), Professional services (Enterprise)	—
Founded	2016	—
Headquarters	Tel Aviv, Israel	Bellevue, Washington
Employees	11–50	—
Funding	Series B (reported for parent Allegro AI, unverified, led by New Enterprise Associates) · $16M raised	Series A extension (completed Feb 2026, $38.1M total) · $67M 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.	Teams running training, serving and agent workloads that need automatic recovery from failures.