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SlateIndex
Evidently AIOpen-source AI evaluation and observability
vs
KNIMEAnalytics made intuitive, AI made reliable
Comparison · MLOps Platforms · weekly run Nov 2

Evidently AI vs KNIME

Which one do AI engines recommend, and how do they differ on price, fit and features?

Track both brands

The short answer

Evidently AI is the stronger AI pick in MLOps Platforms: it has a visibility score of 2.4 versus 0.4 for KNIME.

Choose Evidently AI if…

  • You want the brand AI engines rank higher (2.4 vs 0.4)
  • AI answers describe it more positively (50% vs 0% positive)
  • Listed as a monitoring option in vendor-neutral ML stacks
  • Named alongside Prometheus and Grafana in monitoring setups

Choose KNIME if…

  • You need ISO 27001 coverage
  • You prefer a larger, established vendor (201–500 employees)

AI visibility side by side

Latest weekly run · Nov 2

Metric Evidently AI KNIME
Visibility score2.4%0.4%
Change vs last weekNewNew
Rank in MLOps Platforms#25#49
Share of voice0.9%0.1%
Mentions this run71
Positive in AI answers50%0%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 2Evidently AI 2%

Evidently AI 0pp · KNIME 0pp over 0 weekly runs.

Engine by engine

Evidently AI leads on 2 of 3 engines

ChatGPT
5.4%
1.1%
AI Mode
0%
0%
Perplexity
1.9%
0%
Evidently AIKNIME

Head to head in AI answers

0 engine answers name both brands

0Evidently AI ranked higher
0KNIME ranked higher

Features, pricing & fit

DimensionEvidently AIKNIME
DeploymentThe open-source version runs on the customer's own infrastructure; Evidently Cloud runs on managed infrastructure.Installed on the customer's own infrastructure, local, cloud or hybrid, with a SaaS option for small teams
Integrations—300+
Compliance—ISO 27001
Support—Customer care team, reached through the contact form
Founded20202008
HeadquartersSan Francisco, CA, United StatesZurich, Switzerland
Employees1–10201–500
FundingSeed · $1M raisedGrowth round, led by Invus · $50M raised
Best forAI and ML teams that want open-source evaluation, testing and monitoring for LLM applications and predictive models.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

Evidently AI

  • Listed as a monitoring option in vendor-neutral ML stacks
  • Named alongside Prometheus and Grafana in monitoring setups
  • Grouped with Arize and WhyLabs as a monitoring tool

    KNIME

    Profile in progress.

    Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

    Cite as: SlateIndex, “Evidently AI vs KNIME”, https://slateindex.ai/compare/evidently-ai-vs-knime, data of Nov 2, 2026. Licence: CC BY 4.0.