# Gloat: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 108 judge labels across 6 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/gloat

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Internal talent marketplace](https://www.gane.ai/index/hr/performance/internal-talent-marketplace/index.md) | 4% | 10 | 52% | 40 |
| [Talent intelligence](https://www.gane.ai/index/hr/performance/talent-intelligence/index.md) | 2% | 10 | 28% | 29 |
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 0% | 112 | 43% | 28 |
| [Workforce planning](https://www.gane.ai/index/hr/planning/workforce-planning/index.md) | 0% | 34 | 0% | 6 |
| [AI recruiting assistants](https://www.gane.ai/index/hr/talent/ai-recruiting-assistants/index.md) | 0% | 39 | 0% | 3 |
| [Succession planning](https://www.gane.ai/index/hr/performance/succession-planning/index.md) | 0% | 38 | 0% | 2 |

## What the models said for it

- "Gloat helps enterprises build internal opportunity marketplaces that support full-time roles, projects, short-term gigs, mentorships, and learning-driven mobility." (Claude Haiku 4.5, Internal talent marketpl)
- "Most mature two-sided marketplace; matches employees to full-time roles, gigs, projects, mentorships; serves 1.5M+ employees at Fortune 500s" (DeepSeek V4 Flash, Internal talent marketpl)
- "Best overall enterprise talent marketplace for large organizations building AI-driven internal mobility and skills-based workforce systems." (Muse Glimmer 30B, Internal talent marketpl)
- "Gloat: Uses AI to map skills and interests to match employees with internal gigs, helping reduce turnover and fill skill gaps quickly." (Qwen 3.7 Flash, Internal talent marketpl)

## And against it

- "Platforms to Skip for Your Situation | Gloat | Built for enterprises (5,000+ employees); slow setup, enterprise pricing" (DeepSeek V4 Flash, Talent intelligence)
- "Enterprise platforms to skip: Gloat, Fuel50, Eightfold AI, Workday Talent Marketplace, and SAP SuccessFactors" (DeepSeek V4 Flash, Internal talent marketpl)
- "Avoid These if Budget is a Constraint ... Gloat ... They're overkill (and over-budget) for smaller companies." (DeepSeek V4 Flash, Skills intelligence)
- "Gloat | Powerful, but built for large enterprises (1,000+); custom pricing typically six figures" (Kimi K2, Talent intelligence)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 1 | 3 |
| GPT-5.4 mini | 1 | 3 | 0 | 1 | 5 |
| Gemini 3.5 Flash | 1 | 4 | 2 | 4 | 11 |
| Perplexity Sonar | 1 | 3 | 0 | 5 | 9 |
| Grok 4.20 | 1 | 3 | 2 | 4 | 10 |
| Mistral Small | 2 | 1 | 5 | 1 | 9 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 8 | 10 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 5 | 2 | 4 | 12 |
| Kimi K2 | 0 | 2 | 2 | 7 | 11 |
| GLM 4.7 FlashX | 1 | 1 | 2 | 1 | 5 |
| MiniMax M2.5 | 1 | 2 | 2 | 1 | 6 |
| GPT-6 Luna | 0 | 2 | 1 | 0 | 3 |
| Muse Glimmer 30B | 1 | 3 | 3 | 4 | 11 |

## Sources returned with these answers

The sites and pages cited by the answers that named Gloat, from 287 of the 328 answers that named it (only the models that return a source list).

### Domains cited

- guideflow.com: 125
- g2.com: 118
- github.com: 76
- fuel50.com: 61
- sourceforge.net: 48
- peoplemanagingpeople.com: 47
- engagedly.com: 45
- hrtechsaas.com: 45
- eightfold.ai: 43
- marketintelligencetools.com: 42

### Pages cited

- https://guideflow.com/blog/talent-marketplace-platforms: 80
- https://marketintelligencetools.com/rankings/skills-intelligence-platforms: 40
- https://github.com/ishandutta2007/Awesome-Internal-Talent-Marketplace/blob/main/README.md: 35
- https://engagedly.com/blog/best-talent-mobility-softwares: 34
- https://xobin.com/blog/best-talent-intelligence-platforms: 34
- https://jobspipe.dev/talent-intelligence-platforms: 32
- https://guideflow.com/blog/talent-intelligence-software: 31
- https://github.com/ishandutta2007/Awesome-Talent-Marketplace: 29

## In its own words

What Gloat's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Agentic HR Platform & AI Workforce Agents (https://gloat.com/)
- For: enterprise (https://gloat.com/)
- Integrations claimed: 5 (https://gloat.com/platform)
- Customers named: Molson Coors, Seagate, HSBC, Nationwide, Standard Chartered, Mastercard, Novartis

## What it publishes

Every page gloat.com exposes, read 2026-09-29: 860 addresses. By kind, pages and the last 90 days:

- blog: 429 pages, 11 in the last 90 days, latest 2026-09-08
- case study: 26 pages, 0 in the last 90 days, latest 2022-05-23
- webinar or virtual event: 26 pages, 0 in the last 90 days, latest 2020-12-13
- conference or event: 17 pages, 0 in the last 90 days, latest undated
- report or ebook: 6 pages, 0 in the last 90 days, latest 2022-03-19
- comparison: 3 pages, 2 in the last 90 days, latest 2026-09-17
- template or tool: 3 pages, 0 in the last 90 days, latest 2025-10-15
- glossary or explainer: 20 pages, 0 in the last 90 days, latest 2026-02-11
- news or press: 18 pages, 0 in the last 90 days, latest 2026-03-30
- Recent: 2026-09-17 comparison: Build vs buy hr ai agents https://gloat.com/blog/build-vs-buy-hr-ai-agents
- Recent: 2026-09-14 comparison: Ai assistant vs agent hr chat https://gloat.com/blog/ai-assistant-vs-agent-hr-chat
- Recent: 2026-09-08 blog: Measure hr ai agent roi https://gloat.com/blog/measure-hr-ai-agent-roi
- Recent: 2026-09-06 blog: Workforce redeployment gap https://gloat.com/blog/workforce-redeployment-gap
- Recent: 2026-08-27 blog: Ai headcount optimization https://gloat.com/blog/ai-headcount-optimization
- Recent: 2026-08-27 blog: Ai enabled skills management https://gloat.com/blog/ai-enabled-skills-management

## 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.