# Thomas International: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/hr/vendors/thomas-international

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Candidate assessment](https://www.gane.ai/index/hr/talent/candidate-assessment/index.md) | 2% | 12 | 0% | 4 |

## What the models said for it

- "The best pre-employment assessment platform for a mid-market B2B company is Thomas International" (Llama 4 Maverick, Candidate assessment)
- "Recognized as a leading talent assessment platform specifically for mid-market organizations" (Mistral Small, Candidate assessment)
- "Mid-Market Specialist ... Specifically designed for mid-market organizations" (GLM 4.7 FlashX, Candidate assessment)
- "It's a close second if cultural fit and leadership potential are priorities" (Grok 4.20, Candidate assessment)

## 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 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 Thomas International, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- getapp.com: 4
- leadchangegroup.com: 4
- saasworthy.com: 4
- capterra.com: 3
- g2.com: 3
- criteriacorp.com: 2
- firsthr.app: 2
- softwareadvice.co.uk: 2
- adaface.com: 1
- appvizer.com: 1

### Pages cited

- https://getapp.com/hr-employee-management-software/pre-employment-testing/org/mid-size-business: 4
- https://leadchangegroup.com/pre-employment-testing-software/mid-market: 4
- https://saasworthy.com/list/pre-employment-testing: 4
- https://capterra.com/pre-employment-testing-software: 3
- https://firsthr.app/compare/hiring/pre-employment-assessment: 2
- https://g2.com/categories/pre-employment-screening: 2
- https://softwareadvice.co.uk/directory/3654/pre-employment-assessment-tools/software: 2
- https://adaface.com/blog/pre-employment-assessment-tools: 1

## Record

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