# IBM Watson: 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/ibm-watson

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data catalogs and governance](https://www.gane.ai/index/it/it-data/data-catalogs-and-governance/index.md) | 0% | 83 | 100% | 1 |

## And against it

- "Heavy, complex, overkill for mid-market needs" (Kimi K2, Data catalogs)

## 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 | 1 | 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 IBM Watson, from 8 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 5
- gane.ai/index: 4
- agilityportal.io: 3
- learn.g2.com: 3
- atlan.com: 2
- clickup.com: 2
- cyber.gov.au: 2
- legacy.sba.gov: 2
- spotsaas.com: 2
- techvendorindex.com: 2

### Pages cited

- https://g2.com/categories/machine-learning/small-business: 3
- https://www.gane.ai/index/it/it-data/ml-platforms/smb: 3
- https://agilityportal.io/blog/best-machine-learning-systems: 2
- https://cyber.gov.au/publication/small-business-cyber-security-handbook/using-ai-securely-in-your-business: 2
- https://learn.g2.com/best-machine-learning-tools: 2
- https://legacy.sba.gov/business-guide/manage-your-business/ai-small-business: 2
- https://spotsaas.com/list/data-science-and-machine-learning-platforms/for-small-business: 2
- https://spotsaas.com/list/machine-learning-software/for-small-business: 2

## In its own words

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

- Positioning: See how IBM Watson has advanced enterprise AI. (https://www.ibm.com/watson)
- For: enterprise workflows (https://www.ibm.com/watson/events)
- Price stated: trial, essentials and standard plans (https://www.ibm.com/products/watson-studio)
- Free plan or trial: Start free trial (https://www.ibm.com/watson/events)
- Customers named: The US Open, Vodafone, D&B Ask Procurement, IBM

## 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.