HopsworksThe AI Lakehouse for Real-Time ML
vs
PrefectWorkflow orchestration for data, ML, and agents
Comparison · MLOps Platforms · weekly run Nov 2
Hopsworks vs Prefect
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Prefect is the stronger AI pick in MLOps Platforms: it has a visibility score of 0.7 versus 0.3 for Hopsworks.
Choose Hopsworks if…
- You need a self-hosted or on-premises option
- You need ISO 27001 or GDPR or HIPAA coverage
- Usage-based pricing suits your budget better than per seat
Choose Prefect if…
- You want the brand AI engines rank higher (0.7 vs 0.3)
- You need GDPR compliant coverage
- You prefer a larger, established vendor (51–200 employees)
- Per seat pricing suits your budget better than usage-based
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Hopsworks | Prefect |
|---|---|---|
| Visibility score | 0.3% | 0.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #52 | #42 |
| Share of voice | 0.1% | 0.3% |
| Mentions this run | 1 | 2 |
| Positive in AI answers | 0% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Hopsworks 0pp · Prefect 0pp over 0 weekly runs.
Engine by engine
Prefect leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
HopsworksPrefect
Head to head in AI answers
0 engine answers name both brands
0Hopsworks ranked higher
0Prefect ranked higher
Features, pricing & fit
| Dimension | Hopsworks | Prefect |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Contact sales | Free; paid from $100 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | Fully managed SaaS, self-hosted on Kubernetes, on-premises, air-gapped and hybrid | Prefect Cloud fully managed with Prefect Serverless compute, or hybrid with lightweight workers inside the customer's own VPC |
| Compliance | ISO 27001, SOC 2 Type II, GDPR, HIPAA | SOC 2 Type II, GDPR compliant |
| Support | Community support, Dedicated support team and custom integrations on Enterprise plan, Platform SLA on Enterprise plan | Community forum, Email, Priority support with 30-minute response SLA on enterprise plans |
| Founded | 2017 | 2018 |
| Headquarters | Stockholm, Sweden | Washington, DC |
| Employees | 11–50 | 51–200 |
| Funding | Series B | Series B · $47M raised |
| Best for | Teams building production ML systems that need real-time feature serving and reuse of features across models | Python data, ML, and agent teams that want durable production workflows without hosting their own scheduler |
Plans side by side
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Hopsworks vs Prefect”, https://slateindex.ai/compare/hopsworks-vs-prefect, data of Nov 2, 2026. Licence: CC BY 4.0.