FeastThe Open Source Feature Store for Machine Learning
vs
KNIMEAnalytics made intuitive, AI made reliable
Comparison · MLOps Platforms · weekly run Nov 2
Feast vs KNIME
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Feast is the stronger AI pick in MLOps Platforms: it has a visibility score of 2 versus 0.4 for KNIME.
Choose Feast if…
- You want the brand AI engines rank higher (2 vs 0.4)
- AI answers describe it more positively (50% vs 0% positive)
- Connects with data lakes and warehouses for consistent data retrieval
- Open-source, portable foundation option
Choose KNIME if…
- You need ISO 27001 coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Feast | KNIME |
|---|---|---|
| Visibility score | 2% | 0.4% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #29 | #49 |
| Share of voice | 0.6% | 0.1% |
| Mentions this run | 4 | 1 |
| Positive in AI answers | 50% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Feast 0pp · KNIME 0pp over 0 weekly runs.
Engine by engine
Feast leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
FeastKNIME
Head to head in AI answers
0 engine answers name both brands
0Feast ranked higher
0KNIME ranked higher
Features, pricing & fit
| Dimension | Feast | KNIME |
|---|---|---|
| Deployment | Self-hosted; Kubernetes, and AWS Lambda (alpha) | Installed on the customer's own infrastructure, local, cloud or hybrid, with a SaaS option for small teams |
| Integrations | — | 300+ |
| Compliance | — | ISO 27001 |
| Support | Community Slack, Documentation | Customer care team, reached through the contact form |
| Founded | 2018 | 2008 |
| Headquarters | — | Zurich, Switzerland |
| Employees | — | 201–500 |
| Funding | — | Growth round, led by Invus · $50M raised |
| Best for | Machine learning and AI teams that need the same feature definitions for training and inference. | Business experts, data scientists, and MLOps and IT teams in enterprises that need explainable, governed analytics and AI |
Pros and cons
Themes from the AI answers that mention each brand
Feast
- Connects with data lakes and warehouses for consistent data retrieval
- Open-source, portable foundation option
KNIME
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Feast vs KNIME”, https://slateindex.ai/compare/feast-vs-knime, data of Nov 2, 2026. Licence: CC BY 4.0.