# WEX Health 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 Health first on the direct prompt; one named Benepass. Page: https://hr-ai-index.com/rewards/hsa-and-fsa-administration/wex-health-vs-benepass/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| WEX Health | 6% | #5 of 12 | 12% | 17 | 10 of 14 |
| Benepass | 2% | #8 of 12 | 8% | 13 | 8 of 14 |

## The direct prompt, model by model

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

## What the models said about WEX Health

- "Why to Avoid: Users frequently cite their website and app as being confusing, cluttered, and slow." (Qwen 3.7 Flash, negative prompt, hard negative)
- "BBB: 292 complaints in 3 years ... Claims denied months later despite valid use" (DeepSeek V4 Flash, negative prompt, hard negative)
- "WEX's specialized focus on account-based benefits and payment infrastructure makes it particularly valuable for organizations prioritizing healthcare cost containment strategies" (Claude Haiku 4.5, paraphrase prompt, first choice)
- "I'd suggest starting with HealthEquity or WEX Health as they're most established in the mid-market space" (MiniMax M2.5, paraphrase prompt, first choice)
- "If you want one platform that does everything ... with strong integrations: WEX Health" (DeepSeek V4 Flash, 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.