# Orchestra: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ETL and ELT](https://www.gane.ai/index/it/it-data/etl-and-elt/index.md) | 0% | 67 | 0% | 1 |
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 46 | 0% | 1 |

## 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 | 1 | 0 | 1 |
| 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 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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 Orchestra, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- getorchestra.io: 5 (its own site)
- integrate.io: 2
- kleene.ai: 2
- airbyte.com: 1
- algoscale.com: 1
- apgar-group.com: 1
- atlan.com: 1
- bmc.com: 1
- ciopages.com: 1
- datakitchen.io: 1

### Pages cited

- https://airbyte.com/top-etl-tools-for-sources/elt-tools: 1
- https://airbyte.com/top-etl-tools-for-sources/fivetran-competitors: 1
- https://algoscale.com/data-engineering/best-data-observability-tools: 1
- https://apgar-group.com/data-blog/the-5-most-common-mdm-solutions: 1
- https://atlan.com/know/data-observability-tools: 1
- https://bmc.com/it-solutions/data-pipeline-orchestration.html: 1
- https://ciopages.com/buyer-guides/master-data-management: 1
- https://datakitchen.io/blog/data-quality-and-data-observability-market-converged-nobody-told-the-pricing: 1

## In its own words

What Orchestra's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: The declarative data and AI orchestration platform for Data and AI Workflows. Simple, Powerful, and easy to learn. (https://getorchestra.io/)
- For: Data Teams (https://getorchestra.io/)
- Price stated: USD (https://getorchestra.io/)
- Starting price: $0 / MONTH (https://www.getorchestra.io/pricing)
- Free plan or trial: Lean $0 / MONTH (https://www.getorchestra.io/pricing)
- Integrations claimed: 100 (https://getorchestra.io/)
- Certifications: ISO 27001, SOC 2, HIPAA, GDPR
- Customers named: Scout Energy Partners, Granite Rock, Trust&Will, Powell Industries, Experian, Hellmann Logistics, Linkana, Awardco

## What it publishes

Every page getorchestra.io exposes, read 2026-09-29: 10001 addresses. By kind, pages and the last 90 days:

- blog: 283 pages, 0 in the last 90 days, latest undated
- case study: 24 pages, 0 in the last 90 days, latest undated
- conference or event: 4 pages, 0 in the last 90 days, latest undated
- report or ebook: 4338 pages, 4 in the last 90 days, latest 2026-09-25
- comparison: 61 pages, 16 in the last 90 days, latest 2026-09-25
- template or tool: 20 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 36 pages, 22 in the last 90 days, latest 2026-09-25
- Recent: 2026-09-25 report or ebook: Snowflake tutorial https://www.getorchestra.io/guides/snowflake-tutorial
- Recent: 2026-09-25 glossary or explainer: Claude code loop https://www.getorchestra.io/knowledge-hub/glossary/claude-code-loop
- Recent: 2026-09-25 glossary or explainer: Claude code tasks https://www.getorchestra.io/knowledge-hub/glossary/claude-code-tasks
- Recent: 2026-09-25 glossary or explainer: Claude routines https://www.getorchestra.io/knowledge-hub/glossary/claude-routines
- Recent: 2026-09-25 glossary or explainer: Scheduled tasks https://www.getorchestra.io/knowledge-hub/glossary/scheduled-tasks
- Recent: 2026-09-25 comparison: Snowflake vs bigquery https://www.getorchestra.io/knowledge-hub/comparisons/snowflake-vs-bigquery

## 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.