# Fuel50: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 59 judge labels across 6 categories by 12 of 12 models. Page: https://hr-ai-index.com/vendors/fuel50/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal talent marketplace | 26% | 1 | 8% | 36 |
| Talent intelligence | 4% | 9 | 0% | 7 |
| Skills intelligence | 2% | 9 | 8% | 12 |
| Succession planning | 0% | 43 | 0% | 2 |
| Learning experience platforms | 0% | 55 | 100% | 1 |
| People analytics | 0% | 45 | 0% | 1 |

## What the models said for it

- "Fuel50 or Phenom - Fuel50, Gloat, and Phenom are credible platforms with real capabilities. These are more approachable than the enterprise-grade options for mid-sized teams." (Claude Haiku 4.5, Internal talent marketpl)
- "Best overall for enterprise — maps employee skills, career paths, and internal mobility, with gap analysis tied to learning evidence." (DeepSeek V4 Flash, Skills intelligence)
- "I'd shortlist TalentGuard ... and Fuel50 (if you want higher-fidelity skills intelligence with proven inference)" (DeepSeek V4 Flash, Skills intelligence)
- "My top recommendation for a mid‑sized B2B company looking for both external hiring and internal mobility is Fuel50." (GLM 4.7 FlashX, Talent intelligence)

## And against it

- "Watch out for enterprise vendors like Gloat, Eightfold AI, Fuel50, and Workday" (DeepSeek V4 Flash, Internal talent marketpl)
- "Avoid for tight budgets: Enterprise tools like Gloat, Fuel50, or Workday" (Grok 4.1 Fast, Internal talent marketpl)
- "Fuel50 serves SMBs, mid-market, and enterprise businesses, though specific budget-friendly pricing isn't publicly listed." (Claude Haiku 4.5, Internal talent marketpl)
- "Quote-only enterprise LXPs such as ... Fuel50 ... these often do not publish pricing" (Perplexity Sonar, Learning experience plat)

## 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.