ArizeThe agent observability and evaluation platform.
vs
KNIMEAnalytics made intuitive, AI made reliable
Comparison · MLOps Platforms · weekly run Nov 2
Arize vs KNIME
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Arize is the stronger AI pick in MLOps Platforms: it has a visibility score of 1.5 versus 0.4 for KNIME.
Choose Arize if…
- You want the brand AI engines rank higher (1.5 vs 0.4)
- AI answers describe it more positively (20% vs 0% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or PCI DSS or HIPAA or GDPR coverage
Choose KNIME if…
- You need more native integrations (300+ vs 40+)
- You prefer a larger, established vendor (201–500 employees)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Arize | KNIME |
|---|---|---|
| Visibility score | 1.5% | 0.4% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #34 | #49 |
| Share of voice | 0.7% | 0.1% |
| Mentions this run | 5 | 1 |
| Positive in AI answers | 20% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Arize 0pp · KNIME 0pp over 0 weekly runs.
Engine by engine
Arize leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
ArizeKNIME
Head to head in AI answers
0 engine answers name both brands
0Arize ranked higher
0KNIME ranked higher
Features, pricing & fit
| Dimension | Arize | KNIME |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | Free; paid from $50 / mo | — |
| Free plan | Yes | — |
| Deployment | SaaS, with self-hosted deployment on the Enterprise plan; Phoenix runs locally or self-hosted. | Installed on the customer's own infrastructure, local, cloud or hybrid, with a SaaS option for small teams |
| Integrations | 40+ | 300+ |
| Compliance | SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, GDPR | ISO 27001 |
| Support | Community, Email, Dedicated support on Enterprise | Customer care team, reached through the contact form |
| Founded | 2020 | 2008 |
| Headquarters | — | Zurich, Switzerland |
| Employees | 51–200 | 201–500 |
| Funding | Series B-1 extension · $131M raised | Growth round, led by Invus · $50M raised |
| Best for | AI engineering teams building and running production AI agents and LLM applications who need observability and evaluations. | Business experts, data scientists, and MLOps and IT teams in enterprises that need explainable, governed analytics and AI |
Plans side by side
KNIME
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Arize vs KNIME”, https://slateindex.ai/compare/arize-vs-knime, data of Nov 2, 2026. Licence: CC BY 4.0.