# ThrivePass vs Fringe: which do AI models recommend for flexible benefits, October 2026

HR AI Recommendation Index, October 2026 Edition, Flexible benefits and lifestyle spending accounts. Zero of fourteen models named ThrivePass first on the direct prompt; zero named Fringe. Page: https://hr-ai-index.com/rewards/flexible-benefits-and-lifestyle-spending-accounts/thrivepass-vs-fringe/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ThrivePass | 2% | #6 of 10 | 5% | 19 | 9 of 14 |
| Fringe | 2% | #7 of 10 | 0% | 15 | 9 of 14 |

## The direct prompt, model by model

- Perplexity Sonar: neither first, one named (first choices: Forma) (alternatives: Benepass, Compt, ThrivePass)
- DeepSeek V4 Flash: neither first, one named (first choices: Compt) (alternatives: Forma, ThrivePass)
- Qwen 3.7 Flash: neither first, one named (first choices: Compt) (alternatives: Benepass, ThrivePass)
- Kimi K2: neither first, one named (first choices: Benepass, Forma) (alternatives: Compt, Espresa, Fringe)
- Claude Haiku 4.5: neither named (first choices: Benepass) (alternatives: Compt, Forma)
- GPT-5.4 mini: neither named (first choices: Benepass) (alternatives: Forma)
- Gemini 3.5 Flash: neither named (first choices: Compt) (alternatives: Benepass, Espresa, JOON)
- Grok 4.1 Fast: neither named (first choices: Benepass, Forma) (alternatives: Compt)
- Mistral Small: neither named (first choices: Benepass, Forma) (alternatives: Compt, Motivosity)
- Llama 4 Maverick: neither named (first choices: Compt) (alternatives: Forma Benefits, Pave)
- GLM 4.7 FlashX: neither named (first choices: Compt) (alternatives: Benepass, Forma)
- MiniMax M2.5: neither named (first choices: Compt) (alternatives: Benepass)
- GPT-6 Luna: neither named (first choices: Compt) (alternatives: Benepass, Forma)
- Muse Glimmer 30B: neither named (first choices: Compt) (alternatives: Benepass)

## What the models said about ThrivePass

- "Customer support issues noted in reviews." (Grok 4.1 Fast, direct prompt, soft negative)
- "Best for Lowest Entry Cost: Thrivepass or Fringe" (Qwen 3.7 Flash, budget prompt, first choice)
- "ThrivePass at $0.55/month is tempting, but you'll need to negotiate to confirm that low rate actually applies to a full LSA program" (DeepSeek V4 Flash, budget prompt, alternative)
- "Choose ThrivePass if your main need is unified benefits administration and reimbursement" (Perplexity Sonar, direct prompt, alternative)

## What the models said about Fringe

- "Best for Lowest Entry Cost: Thrivepass or Fringe" (Qwen 3.7 Flash, budget prompt, first choice)
- "Choose Fringe if you want to consolidate perks and maximize employee engagement through a marketplace." (GLM 4.7 FlashX, budget prompt, alternative)
- "Want marketplace (not reimbursements) | Fringe | Curated catalog, simple PEPM pricing" (Kimi K2, budget prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.