# KNIME Analytics Platform: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/knime-analytics-platform

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 5% | 7 | 0% | 8 |

## What the models said for it

- "For most small companies, starting with KNIME or Dataiku's free tier allows you to prove value without spending money." (Qwen 3.7 Flash, ML platforms)
- "KNIME Analytics Platform - if your team prefers visual workflows and wants to avoid coding" (MiniMax M2.5, ML platforms)
- "start with a free/no-code platform such as KNIME for visual modeling and experiment tracking" (Muse Glimmer 30B, ML platforms)
- "Best for analysts or teams with limited coding experience; its open-source platform offers visual workflows with low software cost." (Perplexity Sonar, ML platforms)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named KNIME Analytics Platform, from 24 of the 26 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 19
- spotsaas.com: 17
- gane.ai/index: 14
- eweek.com: 7
- softwr.com: 7
- techvendorindex.com: 7
- github.com: 6
- cotocus.com: 5
- bestdevops.com: 4
- digitalocean.com: 4

### Pages cited

- https://spotsaas.com/list/data-science-and-machine-learning-platforms/for-small-business: 15
- https://www.gane.ai/index/it/it-data/ml-platforms/smb: 14
- https://spotsaas.com/list/machine-learning-software/for-small-business: 12
- https://g2.com/categories/machine-learning/small-business: 11
- https://g2.com/discussions/what-is-the-most-cost-efficient-machine-learning-platform: 5
- https://softwr.com/best/machine-learning-for-small-businesses: 5
- https://techvendorindex.com/compare/best-ai-ml-for-tight-budgets: 5
- https://bestdevops.com/top-10-machine-learning-platforms-features-pros-cons-and-comparison: 4

## In its own words

What KNIME Analytics Platform's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: free and open-source KNIME Analytics Platform enables anyone – whether they come from a business, technical or data background – to intuitively work with data, every day. (https://knime.com/)
- For: anyone – whether they come from a business, technical or data background (https://knime.com/)
- Price stated: Free and open source; KNIME Team Plan from €99/month and $99/month; KNIME Pro Plan from €19/month and $19/month (https://knime.com/)
- Starting price: 0 (https://knime.com/)
- Free plan or trial: KNIME Analytics Platform - Free (https://knime.com/)
- Integrations claimed: 300 (https://knime.com/)
- Certifications: ISO 27001, SOC 2 Type II
- Customers named: Seagate, Deutsche Telekom, Sparkasse KölnBonn, Continental, KLM, Tata Steel, Hennessy Automotive Group, Siemens

## What it publishes

Every page knime.com exposes, read 2026-09-29: 31327 addresses. By kind, pages and the last 90 days:

- blog: 316 pages, 12 in the last 90 days, latest 2026-09-23
- case study: 76 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 83 pages, 0 in the last 90 days, latest 2025-10-16
- conference or event: 909 pages, 0 in the last 90 days, latest 2026-05-13
- report or ebook: 8 pages, 0 in the last 90 days, latest undated
- comparison: 18 pages, 0 in the last 90 days, latest 2026-03-31
- template or tool: 329 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 8 pages, 0 in the last 90 days, latest 2026-04-23
- news or press: 13 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-23 blog: Alteryx to knime migration FAQs https://www.knime.com/blog/alteryx-to-knime-migration-FAQs
- Recent: 2026-09-03 blog: Predictive analytics supply chain practical guide https://www.knime.com/blog/predictive-analytics-supply-chain-practical-guide
- Recent: 2026-09-01 blog: How ing turned one auditors insight 400 peoples advantage https://www.knime.com/blog/how-ing-turned-one-auditors-insight-400-peoples-advantage
- Recent: 2026-08-24 blog: Governed virality why alignment real speed advantage https://www.knime.com/blog/governed-virality-why-alignment-real-speed-advantage
- Recent: 2026-08-21 blog: Human loop isnt governance if only one human understands it https://www.knime.com/blog/human-loop-isnt-governance-if-only-one-human-understands-it
- Recent: 2026-08-14 blog: What it actually takes trust ai supply chain decision https://www.knime.com/blog/what-it-actually-takes-trust-ai-supply-chain-decision

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.