# Gloat: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 84 judge labels across 4 categories by 12 of 12 models. Page: https://hr-ai-index.com/vendors/gloat/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal talent marketplace | 9% | 4 | 49% | 37 |
| Talent intelligence | 0% | 75 | 48% | 25 |
| Skills intelligence | 0% | 162 | 52% | 21 |
| People analytics | 0% | 46 | 0% | 1 |

## What the models said for it

- "Gloat is a leading *internal mobility* platform, especially for enterprise workforce agility and project matching." (Perplexity Sonar, Internal talent marketpl)
- "Best overall for mid‑market B2B: Fuel50 ... or Gloat (mature gig/project marketplace)" (GLM 4.7 FlashX, Internal talent marketpl)
- "If your priority is unlocking internal mobility → Gloat (pure-play) or suite-native options." (DeepSeek V4 Flash, Internal talent marketpl)
- "while Gloat provides the most mature pure marketplace experience if budget allows" (Kimi K2, Internal talent marketpl)

## And against it

- "Gloat & Eightfold: Unless you have more than 2,000 employees... these enterprise solutions can result in low adoption and high implementation fatigue." (Gemini 3.5 Flash, Internal talent marketpl)
- "avoid these for now. They are expensive to purchase and require substantial, ongoing internal resources to manage effectively." (Gemini 3.5 Flash, Internal talent marketpl)
- "Avoid pure enterprises like Gloat/Eightfold: High cost, complex setup, data-hungry AI underperforms at mid-scale." (Grok 4.1 Fast, Internal talent marketpl)
- "Watch out for enterprise vendors like Gloat... These are overkill and over budget for most small companies." (DeepSeek V4 Flash, Internal talent marketpl)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.