Prometheus GroupSoftware built for asset-intensive industries and trusted for 25+ years.

ZenMLAI orchestration, on the infra you choose

Comparison · MLOps Platforms · weekly run Nov 2

Prometheus Group vs ZenML

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

ZenML is the stronger AI pick in MLOps Platforms: it has a visibility score of 6 versus 3.7 for Prometheus Group, and ranks ahead in 100% of the answers that name both.

Choose Prometheus Group if…

You need SOC 2 Type 2 coverage
You prefer a larger, established vendor (1,001–5,000 employees)
Per seat pricing suits your budget better than flat tiers
Collects metrics and works with Grafana for dashboards and alerts

Choose ZenML if…

You want the brand AI engines rank higher (6 vs 3.7)
You want a free plan to start
You need SOC 2 Type II or ISO 27001 coverage
Flat tiers pricing suits your budget better than per seat

AI visibility side by side

Latest weekly run · Nov 2

Metric	Prometheus Group	ZenML
Visibility score	3.7%	6%
Change vs last week	New	New
Rank in MLOps Platforms	#22	#14
Share of voice	1.1%	1.5%
Mentions this run	8	11
Positive in AI answers	—	55%

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

Visibility score trend

Weekly runs over the last 60 days

Prometheus Group 0pp · ZenML 0pp over 0 weekly runs.

Engine by engine

ZenML leads on 2 of 3 engines

ChatGPT

4.8%

11.7%

AI Mode

2.2%

6.3%

Perplexity

4.1%

Prometheus GroupZenML

Head to head in AI answers

1 engine answers name both brands

0Prometheus Group ranked higher

1ZenML ranked higher

Prompt	Engine	Prometheus Group	ZenML
Best MLOps platform for startups	ChatGPT	#11	#7

Features, pricing & fit

Dimension	Prometheus Group	ZenML
Pricing model	Per seat	Flat tiers
Entry price	Contact sales	Free; paid from $39 / mo
Free plan	No	Yes
Deployment	—	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 2	SOC 2 Type II, ISO 27001
Support	Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support	Community Slack, Email, Dedicated support with SLA on Enterprise, Workshops and architecture reviews on Enterprise
Founded	1998	2021
Headquarters	Raleigh, NC, United States	Munich, Germany
Employees	1,001–5,000	11–50
Funding	Private equity round · $10M raised	Seed extension · $6M raised
Best for	Plant and facility operators in asset-intensive industries that run SAP, Oracle or IBM Maximo and need maintenance, operations and reliability teams working together.	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.