# BigQuery Omni: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/bigquery-omni

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 52 | 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 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 BigQuery Omni, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- knowi.com: 2
- airbyte.com: 1
- coherentmarketinsights.com: 1
- cribl.io: 1
- databahn.ai: 1
- dataintelo.com: 1
- dremio.com: 1
- forrester.com: 1
- g2.com: 1
- gane.ai/index: 1

### Pages cited

- https://knowi.com/blog/federated-analytics-vs-data-warehouse: 2
- https://airbyte.com/top-etl-tools-for-sources/data-virtualization-tools: 1
- https://coherentmarketinsights.com/market-insight/data-fabric-market-6015: 1
- https://cribl.io/resources/comparison-guides/7-top-federated-search-tools: 1
- https://databahn.ai/products/federated-search-and-orchestration: 1
- https://dataintelo.com/report/data-fabric-market: 1
- https://dremio.com/dremio-vs-trino: 1
- https://forrester.com/allSearch: 1

## 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.