# Airbyte: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/airbyte

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Financial consolidation](https://www.gane.ai/index/finance/accounting/financial-consolidation/index.md) | 0% | 31 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Airbyte, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- airbyte.com: 3 (its own site)
- kurums.com: 2
- prophix.com: 2
- skyvia.com: 2
- softwareconnect.com: 2
- autymate.com: 1
- cio.economictimes.indiatimes.com: 1
- consolidate.io: 1
- cubesoftware.com: 1
- datarails.com: 1

### Pages cited

- https://airbyte.com/top-etl-tools-for-sources/data-consolidation-tools: 2
- https://kurums.com/best-financial-consolidation-software-2026-comparison: 2
- https://softwareconnect.com/roundups/best-financial-consolidation-software: 2
- https://airbyte.com/top-etl-tools-for-sources/etl-tools: 1
- https://autymate.com/blog/best-financial-consolidation-software-in-2026-features-comparisons-buying-guide: 1
- https://cio.economictimes.indiatimes.com/tools/top-7-virtualisation-software-for-enterprises/128593261: 1
- https://consolidate.io/blog/financial-consolidation-software-comparison: 1
- https://cubesoftware.com/blog/best-financial-consolidation-tools: 1

## In its own words

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

- Positioning: Data Movement for Analytics and AI Agents (https://airbyte.com/)
- For: Analytics and AI Agents (https://airbyte.com/)
- Price stated: Starting at $20/month (https://airbyte.com/pricing)
- Starting price: 20 (https://airbyte.com/pricing)
- Free plan or trial: Try it free (https://airbyte.com/)
- Integrations claimed: 700 (https://airbyte.com/)
- Certifications: SOC 2
- Hosting: Cloud, on-premises, multi-region
- Customers named: Symend, Petvisor, Kuda, Peloton, Drivepoint

## What it publishes

Every page airbyte.com exposes, read 2026-09-29: 5983 addresses. By kind, pages and the last 90 days:

- blog: 562 pages, 14 in the last 90 days, latest 2026-09-25
- case study: 27 pages, 2 in the last 90 days, latest 2026-07-23
- conference or event: 12 pages, 1 in the last 90 days, latest 2026-08-25
- report or ebook: 30 pages, 7 in the last 90 days, latest 2026-09-22
- comparison: 207 pages, 4 in the last 90 days, latest 2026-09-03
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 56 pages, 1 in the last 90 days, latest 2026-07-28
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 50 pages, 0 in the last 90 days, latest 2026-03-31
- Recent: 2026-09-25 blog: Agentic upgrades zoho crm reddit ads https://airbyte.com/blog/agentic-upgrades-zoho-crm-reddit-ads
- Recent: 2026-09-22 report or ebook: Facebook marketing to clickhouse https://airbyte.com/data-engineering-resources/facebook-marketing-to-clickhouse
- Recent: 2026-09-22 report or ebook: Facebook marketing to clickhouse warehouse https://airbyte.com/how-to-sync/facebook-marketing-to-clickhouse-warehouse
- Recent: 2026-09-21 report or ebook: Facebook pages to bigquery https://airbyte.com/data-engineering-resources/facebook-pages-to-bigquery
- Recent: 2026-09-21 report or ebook: Facebook pages to bigquery https://airbyte.com/how-to-sync/facebook-pages-to-bigquery
- Recent: 2026-09-16 blog: Linear gong youtube data certified connectors https://airbyte.com/blog/linear-gong-youtube-data-certified-connectors

## Record

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