# Keboola: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/keboola

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workflow orchestration](https://www.gane.ai/index/it/it-data/workflow-orchestration/index.md) | 0% | 79 | 50% | 2 |
| [ETL and ELT](https://www.gane.ai/index/it/it-data/etl-and-elt/index.md) | 0% | 61 | 0% | 1 |

## And against it

- "may limit customization and flexibility for complex, high-volume pipelines" (GLM 4.7 FlashX, Orchestration)

## 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Keboola, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- airbyte.com: 4
- skyvia.com: 4
- hevodata.com: 3
- cognism.com: 2
- endgrate.com: 2
- getorchestra.io: 2
- keboola.com: 2 (its own site)
- mammoth.io: 2
- weld.app: 2
- 7wdata.be: 1

### Pages cited

- https://skyvia.com/blog/best-data-orchestration-tools: 3
- https://airbyte.com/top-etl-tools-for-sources/data-orchestration-tools: 2
- https://airbyte.com/top-etl-tools-for-sources/etl-tools: 2
- https://cognism.com/blog/data-orchestration-tools: 2
- https://endgrate.com/blog/10-data-orchestration-tools-features-guide-2024: 2
- https://hevodata.com/etl-tools/opensource: 2
- https://keboola.com/blog/the-6-best-free-open-source-etl-tools: 2
- https://mammoth.io/blog/data-pipeline-software: 2

## In its own words

What Keboola's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI-ready data foundation for finance; the governed data foundation CFOs deploy before AI — live in eight weeks. (https://keboola.com/)
- For: CFOs (https://keboola.com/)
- Price stated: Pricing scales with data volume, not seats. (https://keboola.com/)
- Starting price: 0 (https://www.keboola.com/pricing)
- Free plan or trial: Start for free. No credit card required. (https://www.keboola.com/pricing)
- Integrations claimed: 1500 (https://keboola.com/)
- Certifications: SOC 2 Type II, GDPR, HIPAA, CCPA
- Hosting: AWS, Azure, GCP, MS Azure in the EU, United States (AWS US Virginia, GCP US Virginia), European Union (AWS EU Frankfurt, Azure EU Ireland, GCP EU Frankfurt), Custom regions (single-tenant deployments in any region supported by the cloud provider), Worldwide
- Customers named: Groupon, Firehouse Subs, BRIX, HomeCredit, Creditinfo, P3 Logistic Parks, Brix Holdings, Creditinfo Group

## What it publishes

Every page keboola.com exposes, read 2026-09-29: 2681 addresses. By kind, pages and the last 90 days:

- blog: 366 pages, 10 in the last 90 days, latest 2026-09-12
- case study: 19 pages, 0 in the last 90 days, latest 2020-03-09
- webinar or virtual event: 5 pages, 1 in the last 90 days, latest 2026-07-02
- conference or event: 67 pages, 0 in the last 90 days, latest 2026-06-10
- report or ebook: 9 pages, 0 in the last 90 days, latest 2025-10-15
- comparison: 19 pages, 0 in the last 90 days, latest 2026-06-18
- template or tool: 5 pages, 0 in the last 90 days, latest 2023-01-10
- glossary or explainer: 36 pages, 0 in the last 90 days, latest 2022-03-01
- podcast or video: 3 pages, 0 in the last 90 days, latest 2019-03-21
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-12 blog: I built my marketing apps with claude code then i had to run them https://www.keboola.com/blog/i-built-my-marketing-apps-with-claude-code-then-i-had-to-run-them
- Recent: 2026-08-17 blog: Radek hajek terminal to terminal https://www.keboola.com/blog/radek-hajek-terminal-to-terminal
- Recent: 2026-08-11 blog: Best data platform power bi https://www.keboola.com/blog/best-data-platform-power-bi
- Recent: 2026-08-11 blog: Best pe portfolio reporting tool https://www.keboola.com/blog/best-pe-portfolio-reporting-tool
- Recent: 2026-07-29 blog: How to consolidate reporting across multiple erps without migrating any of them https://www.keboola.com/blog/how-to-consolidate-reporting-across-multiple-erps-without-migrating-any-of-them
- Recent: 2026-07-24 blog: Kai czech personality https://www.keboola.com/blog/kai-czech-personality

## 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.