# Fuel50 vs TalentGuard: which do AI models recommend for internal talent marketpl, September 2026

HR AI Recommendation Index, September 2026 Edition, Internal talent marketplace. Four of twelve models named Fuel50 first on the direct prompt; one named TalentGuard. Page: https://hr-ai-index.com/performance/internal-talent-marketplace/fuel50-vs-talentguard/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Fuel50 | 26% | #1 of 12 | 8% | 36 | 12 of 12 |
| TalentGuard | 4% | #5 of 12 | 7% | 15 | 7 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: fuel50 first (first choices: Fuel50) (alternatives: Phenom)
- GPT-5.4 mini: fuel50 first (first choices: Fuel50) (alternatives: 365Talents, Gloat, Workday)
- Perplexity Sonar: fuel50 first (first choices: Fuel50) (alternatives: 365Talents, Engagedly)
- GLM 4.7 FlashX: fuel50 first (first choices: Fuel50, Gloat) (alternatives: Beamery, Sprad, TalentGuard)
- Qwen 3.7 Flash: talentguard first (first choices: TalentGuard) (alternatives: Eightfold AI, Fuel50)
- Gemini 3.5 Flash: neither first, one named (first choices: Nestor) (alternatives: 365Talents, Docebo, Engagedly, Fuel50)
- Grok 4.1 Fast: neither first, one named (first choices: 365Talents) (alternatives: Fuel50, Sprad)
- DeepSeek V4 Flash: neither first, one named (first choices: 365Talents) (alternatives: Fuel50, SkyHive)
- Kimi K2: neither first, one named (first choices: 365Talents, Gloat) (alternatives: Fuel50)
- MiniMax M2.5: neither first, one named (first choices: 365Talents) (alternatives: Cornerstone OnDemand, Fuel50, TalentGuard, Workday)
- Mistral Small: neither named (first choices: 365Talents) (alternatives: Engagedly, Sprad)
- Llama 4 Maverick: neither named (first choices: Sprad) (alternatives: Gloat, Phenom)

## What the models said about Fuel50

- "Watch out for enterprise vendors like Gloat, Eightfold AI, Fuel50, and Workday" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Avoid for tight budgets: Enterprise tools like Gloat, Fuel50, or Workday" (Grok 4.1 Fast, budget prompt, hard negative)
- "Fuel50 serves SMBs, mid-market, and enterprise businesses, though specific budget-friendly pricing isn't publicly listed." (Claude Haiku 4.5, budget prompt, soft negative)
- "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, paraphrase prompt, first choice)

## What the models said about TalentGuard

- "but "free" claims seem limited/trial-only; good for skills focus if you can budget" (Grok 4.1 Fast, budget prompt, soft negative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.