KNIMEAnalytics made intuitive, AI made reliable
vs
ZenMLAI orchestration, on the infra you choose
Comparison · MLOps Platforms · weekly run Nov 2
KNIME 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 0.4 for KNIME.
Choose KNIME if…
- You need more native integrations (300+ vs 66+)
- You prefer a larger, established vendor (201–500 employees)
Choose ZenML if…
- You want the brand AI engines rank higher (6 vs 0.4)
- AI answers describe it more positively (55% vs 0% positive)
- You need SOC 2 Type II coverage
- Free and fully transparent open-source option
AI visibility side by side
Latest weekly run · Nov 2
| Metric | KNIME | ZenML |
|---|---|---|
| Visibility score | 0.4% | 6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #49 | #14 |
| Share of voice | 0.1% | 1.5% |
| Mentions this run | 1 | 11 |
| Positive in AI answers | 0% | 55% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
KNIME 0pp · ZenML 0pp over 0 weekly runs.
Engine by engine
ZenML leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
KNIMEZenML
Head to head in AI answers
0 engine answers name both brands
0KNIME ranked higher
0ZenML ranked higher
Features, pricing & fit
| Dimension | KNIME | ZenML |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | Free; paid from $39 / mo |
| Free plan | — | Yes |
| Deployment | Installed on the customer's own infrastructure, local, cloud or hybrid, with a SaaS option for small teams | 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 | 300+ | 66+ |
| Compliance | ISO 27001 | SOC 2 Type II, ISO 27001 |
| Support | Customer care team, reached through the contact form | Community Slack, Email, Dedicated support with SLA on Enterprise, Workshops and architecture reviews on Enterprise |
| Founded | 2008 | 2021 |
| Headquarters | Zurich, Switzerland | Munich, Germany |
| Employees | 201–500 | 11–50 |
| Funding | Growth round, led by Invus · $50M raised | Seed extension · $6M raised |
| Best for | Business experts, data scientists, and MLOps and IT teams in enterprises that need explainable, governed analytics and AI | 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. |
Plans side by side
KNIME
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
KNIME
Profile in progress.
ZenML
- Free and fully transparent open-source option
- Open-source and Kubernetes-native MLOps tool
- Recommended starting point for MLOps lifecycle coverage
- Among the strongest MLOps platform alternatives
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “KNIME vs ZenML”, https://slateindex.ai/compare/knime-vs-zenml, data of Nov 2, 2026. Licence: CC BY 4.0.