# Dataiku: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 27 judge labels across 2 categories by 12 of 14 models. Page: https://www.gane.ai/index/it/vendors/dataiku

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 9% | 3 | 0% | 23 |
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 39 | 0% | 4 |

## What the models said for it

- "Best for limited data-science headcount + governance: Dataiku. End-to-end, no/low/full-code, strong governance/monitoring and vendor-agnostic." (Muse Glimmer 30B, ML platforms)
- "starting with KNIME or Dataiku's free tier allows you to prove value without spending money" (Qwen 3.7 Flash, ML platforms)
- "Dataiku and Azure Machine Learning are frequently recommended as the sweet spot" (Kimi K2, ML platforms)
- "Best Overall for Cross-Functional Collaboration (Low-Code + Full Code)" (Gemini 3.5 Flash, 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 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.20 | 1 | 2 | 0 | 0 | 3 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 1 | 0 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 1 | 2 | 0 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Dataiku, from 74 of the 83 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 44
- ciopages.com: 34
- eweek.com: 30
- gane.ai/index: 20
- valohai.com: 16
- dataiku.com: 14 (its own site)
- spotsaas.com: 14
- linkedin.com: 13
- rajeshkumar.xyz: 13
- prompts.ai: 12

### Pages cited

- https://ciopages.com/buyer-guides/ai-ml-platform: 26
- https://eweek.com/artificial-intelligence/machine-learning-solutions: 17
- https://eweek.com/big-data-and-analytics/machine-learning-solutions: 13
- https://www.gane.ai/index/it/it-data/ml-platforms/smb: 13
- https://rajeshkumar.xyz/blog/machine-learning-platforms: 13
- https://ciopages.com/buyer-guides/mlops-platform: 12
- https://spotsaas.com/list/data-science-and-machine-learning-platforms/for-small-business: 12
- https://guptadeepak.com/tools/top-10-mlops-platforms-2026: 11

## In its own words

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

- Positioning: The Platform for AI Success (https://dataiku.com/)
- For: enterprise (https://dataiku.com/)
- Free plan or trial: Start trial (https://dataiku.com/)
- Certifications: ISO 27001, ISO 27701, ISO 9001, ISO 42001, SOC 1 Type II, SOC 2 Type II, HIPAA, GxP
- Customers named: Johnson & Johnson, Roche, OHRA, Aviva, Novartis, Michelin, SCB, SLB

## What it publishes

Every page dataiku.com exposes, read 2026-09-29: 1409 addresses. By kind, pages and the last 90 days:

- blog: 743 pages, 12 in the last 90 days, latest 2026-09-21
- conference or event: 12 pages, 3 in the last 90 days, latest 2026-09-29
- report or ebook: 1 pages, 0 in the last 90 days, latest 2025-09-08
- comparison: 8 pages, 2 in the last 90 days, latest 2026-08-25
- glossary or explainer: 287 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 75 pages, 5 in the last 90 days, latest 2026-09-25
- Recent: 2026-09-29 conference or event: Summit paris https://www.dataiku.com/summit-paris
- Recent: 2026-09-29 conference or event: Agenda https://www.dataiku.com/summit-paris/agenda
- Recent: 2026-09-29 conference or event: Intervenants https://www.dataiku.com/summit-paris/intervenants
- Recent: 2026-09-25 news or press: Succeed 2026 wrap up announcement https://www.dataiku.com/company/news/succeed-2026-wrap-up-announcement
- Recent: 2026-09-24 news or press: Dataiku agent management general availability https://www.dataiku.com/company/news/dataiku-agent-management-general-availability
- Recent: 2026-09-24 news or press: Global ai confessions report cio edition 2026 https://www.dataiku.com/company/news/global-ai-confessions-report-cio-edition-2026

## 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.