KNIMEAnalytics made intuitive, AI made reliable
vs
PrefectWorkflow orchestration for data, ML, and agents
Comparison · MLOps Platforms · weekly run Nov 2
KNIME 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 0.4 for KNIME.
Choose KNIME if…
- You need ISO 27001 coverage
- You prefer a larger, established vendor (201–500 employees)
Choose Prefect if…
- You want the brand AI engines rank higher (0.7 vs 0.4)
- You need SOC 2 Type II or GDPR compliant coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | KNIME | Prefect |
|---|---|---|
| Visibility score | 0.4% | 0.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #49 | #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
KNIME 0pp · Prefect 0pp over 0 weekly runs.
Engine by engine
Prefect leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
KNIMEPrefect
Head to head in AI answers
0 engine answers name both brands
0KNIME ranked higher
0Prefect ranked higher
Features, pricing & fit
| Dimension | KNIME | Prefect |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $100 per seat / mo |
| Free plan | — | Yes |
| Deployment | Installed on the customer's own infrastructure, local, cloud or hybrid, with a SaaS option for small teams | Prefect Cloud fully managed with Prefect Serverless compute, or hybrid with lightweight workers inside the customer's own VPC |
| Integrations | 300+ | — |
| Compliance | ISO 27001 | SOC 2 Type II, GDPR compliant |
| Support | Customer care team, reached through the contact form | Community forum, Email, Priority support with 30-minute response SLA on enterprise plans |
| Founded | 2008 | 2018 |
| Headquarters | Zurich, Switzerland | Washington, DC |
| Employees | 201–500 | 51–200 |
| Funding | Growth round, led by Invus · $50M raised | Series B · $47M raised |
| Best for | Business experts, data scientists, and MLOps and IT teams in enterprises that need explainable, governed analytics and AI | Python data, ML, and agent teams that want durable production workflows without hosting their own scheduler |
Plans side by side
KNIME
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “KNIME vs Prefect”, https://slateindex.ai/compare/knime-vs-prefect, data of Nov 2, 2026. Licence: CC BY 4.0.