HopsworksThe AI Lakehouse for Real-Time ML

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

Comparison · MLOps Platforms · weekly run Nov 2

Hopsworks vs Prometheus Group

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

The short answer

Prometheus Group is the stronger AI pick in MLOps Platforms: it has a visibility score of 3.7 versus 0.3 for Hopsworks, and ranks ahead in 0% of the answers that name both.

Choose Hopsworks if…

You want a free plan to start
You need a self-hosted or on-premises option
You need ISO 27001 or SOC 2 Type II or GDPR or HIPAA coverage
Usage-based pricing suits your budget better than per seat

Choose Prometheus Group if…

You want the brand AI engines rank higher (3.7 vs 0.3)
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 usage-based

AI visibility side by side

Latest weekly run · Nov 2

Metric	Hopsworks	Prometheus Group
Visibility score	0.3%	3.7%
Change vs last week	New	New
Rank in MLOps Platforms	#52	#22
Share of voice	0.1%	1.1%
Mentions this run	1	8
Positive in AI answers	0%	—

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Prometheus Group leads on 3 of 3 engines

ChatGPT

0.9%

4.8%

AI Mode

2.2%

Perplexity

4.1%

HopsworksPrometheus Group

Head to head in AI answers

1 engine answers name both brands

1Hopsworks ranked higher

0Prometheus Group ranked higher

Prompt	Engine	Hopsworks	Prometheus Group
What should an MLOps platform integrate with?	ChatGPT	#10	#17

Features, pricing & fit

Dimension	Hopsworks	Prometheus Group
Pricing model	Usage-based	Per seat
Entry price	Contact sales	Contact sales
Free plan	Yes	No
Deployment	Fully managed SaaS, self-hosted on Kubernetes, on-premises, air-gapped and hybrid	—
Compliance	ISO 27001, SOC 2 Type II, GDPR, HIPAA	SOC 2 Type 2
Support	Community support, Dedicated support team and custom integrations on Enterprise plan, Platform SLA on Enterprise plan	Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support
Founded	2017	1998
Headquarters	Stockholm, Sweden	Raleigh, NC, United States
Employees	11–50	1,001–5,000
Funding	Series B	Private equity round · $10M raised
Best for	Teams building production ML systems that need real-time feature serving and reuse of features across models	Plant and facility operators in asset-intensive industries that run SAP, Oracle or IBM Maximo and need maintenance, operations and reliability teams working together.