# WEX Benefits vs Benepass: which do AI models recommend for HSA & FSA admin, October 2026

HR AI Recommendation Index, October 2026 Edition, HSA and FSA administrators. One of fourteen models named WEX Benefits first on the direct prompt; one named Benepass. Page: https://hr-ai-index.com/rewards/hsa-and-fsa-administration/wex-benefits-vs-benepass/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| WEX Benefits | 6% | #4 of 12 | 25% | 32 | 12 of 14 |
| Benepass | 2% | #8 of 12 | 8% | 13 | 8 of 14 |

## The direct prompt, model by model

- GPT-6 Luna: wex benefits first (first choices: WEX Benefits) (alternatives: HealthEquity)
- Gemini 3.5 Flash: benepass first (first choices: Benepass, Forma) (alternatives: Fidelity HSA, Lively, Navia Benefit Solutions, Sentinel Benefits)
- Claude Haiku 4.5: neither first, one named (first choices: HealthEquity) (alternatives: Ameriflex, Sentinel Benefits & Financial Group, WEX Benefits)
- GPT-5.4 mini: neither first, one named (first choices: Forma) (alternatives: Lively, WEX Benefits)
- Perplexity Sonar: neither first, one named (first choices: HealthEquity) (alternatives: Associated Benefits Connection / Associated Bank, Benepass, WEX Benefits)
- Grok 4.1 Fast: neither named (first choices: HealthEquity, Lively) (alternatives: Fidelity HSA)
- Mistral Small: neither named
- DeepSeek V4 Flash: neither named (first choices: HealthEquity, WEX Health) (alternatives: Fidelity HSA, Lively, Navia Benefit Solutions)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: Lively) (alternatives: Fidelity HSA, Further Health, HSA Bank, HealthEquity, Navia Benefit Solutions)
- Kimi K2: neither named (first choices: Flores Financial Services) (alternatives: Businessolver, HealthEquity, WEX Health)
- GLM 4.7 FlashX: neither named (first choices: Businessolver) (alternatives: Alegeus, Fidelity HSA, Flores, HSA Bank, HealthEquity, Lively, WEX Health)
- MiniMax M2.5: neither named (first choices: HealthEquity) (alternatives: Businessolver, Further, WEX Health)
- Muse Glimmer 30B: neither named (first choices: HealthEquity) (alternatives: Allegiance, Lively, WEX Health)

## What the models said about WEX Benefits

- "Avoid for tight budgets: Larger players like WEX or Navia (~$4+ PEPM)" (Grok 4.1 Fast, budget prompt, hard negative)
- "Frequently criticized on platforms like Reddit and Trustpilot" (MiniMax M2.5, negative prompt, hard negative)
- "B2B brokers often recommend massive legacy platforms (like WEX or HealthEquity) because they are easy to bundle. However, these legacy players often charge employees "transfer-out" fees" (Gemini 3.5 Flash, direct prompt, soft negative)
- "For a mid-sized B2B company, WEX is the strongest overall recommendation." (DeepSeek V4 Flash, paraphrase prompt, first choice)
- "A good default recommendation for a mid-sized B2B company is WEX" (GPT-5.4 mini, paraphrase prompt, first choice)
- "I'd put WEX first for a combined HSA/FSA program" (GPT-6 Luna, direct prompt, first choice)

## What the models said about Benepass

- "Skip the "full-service" platforms (like Benepass or mid-market suites). They tack on per-employee fees" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Best for Modern, "All-in-One Wallet" Benefits: Benepass or Forma ... these modern platforms are the gold standard." (Gemini 3.5 Flash, direct prompt, first choice)

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.