# TIBCO EBX: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 2 categories by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/tibco-ebx

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 32 | 20% | 5 |
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 46 | 0% | 1 |

## What the models said for it

- "look for agnostic solutions like Denodo, TIBCO EBX, or Starburst (Trino)" (Qwen 3.7 Flash, Data virtualization)

## And against it

- "Caution: Performance & Support Issues" (DeepSeek V4 Flash, Master data)

## 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 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named TIBCO EBX, from 12 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- semarchy.com: 9
- getorchestra.io: 8
- viewpointanalysis.com: 8
- profisee.com: 7
- g2.com: 6
- research.isg-one.com: 6
- informatica.com: 5
- softwareworld.co: 5
- gartner.com: 4
- linkedin.com: 4

### Pages cited

- https://semarchy.com/blog/top-master-data-management-solutions-compared: 8
- https://getorchestra.io/guides/best-master-data-management-tools: 7
- https://viewpointanalysis.com/post/master-data-management-software-options: 6
- https://profisee.com/30-best-master-data-management-tools: 5
- https://research.isg-one.com/buyers-guide/analytics_and_data/master_data_management/2024: 5
- https://softwareworld.co/master-data-management-software: 5
- https://viewpointanalysis.com/post/master-data-management-software-options-2026: 4
- https://apgar-group.com/data-blog/the-5-most-common-mdm-solutions: 3

## 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.