HSA and FSA administrators · October 2026 Edition
WEX Health vs Benepass
One of fourteen models named WEX Health first on the direct prompt; one named Benepass. WEX Health was named by ten of the fourteen models and Benepass by eight and WEX Health carries 17 labels and Benepass 13, so the shares are not directly comparable.
Named in one category this edition.
Named in four categories this edition.
First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#8A position in a field of 12; printed, not drawn.
Labels1713A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, WEX Health reading right to left. Rank and label count are printed, not drawn.HealthEquity was named alongside these two in ten of the fourteen direct answers. HealthEquity vs WEX Health · HealthEquity vs Benepass · Lively vs WEX Health
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; every quote names the model and the prompt it came from. Both figures come from the HSA and FSA administrators page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
WEX HealthFirst choices, of fourteen modelsBenepass
Direct11
Paraphrase20
Comparative00
Budget-constrained001 against Benepass
Scale-constrained00
Negative002 against WEX Health
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where WEX Health and Benepass stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | |||||
| Grok 4.1 Fast | | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | |||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | |
WEX Health Benepass first choice named as an alternative argued againstblank: not namedEach cell is one answer, WEX Health on the left and Benepass on the right.The direct prompt
The plain question, one answer per model, grouped by where WEX Health and Benepass stood in it.
WEX Health first, Benepass not the choice
1 of 14 modelsBenepass was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashHealthEquity, WEX Health alternatives: Fidelity HSA, Lively, Navia Benefit Solutions
Benepass first, WEX Health not the choice
1 of 14 modelsWEX Health was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashBenepass, Forma alternatives: Fidelity HSA, Lively, Navia Benefit Solutions, Sentinel Benefits
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarHealthEquity alternatives: Associated Benefits Connection / Associated Bank, Benepass, WEX Benefits
Kimi K2Flores Financial Services alternatives: Businessolver, HealthEquity, WEX Health
GLM 4.7 FlashXBusinessolver alternatives: Alegeus, Fidelity HSA, Flores, HSA Bank, HealthEquity, Lively, WEX Health
MiniMax M2.5HealthEquity alternatives: Businessolver, Further, WEX Health
Muse Glimmer 30BHealthEquity alternatives: Allegiance, Lively, WEX Health
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5HealthEquity alternatives: Ameriflex, Sentinel Benefits & Financial Group, WEX Benefits
GPT-5.4 miniForma alternatives: Lively, WEX Benefits
Grok 4.1 FastHealthEquity, Lively alternatives: Fidelity HSA
Mistral Smallno first choice
Llama 4 Maverickno first choice
Qwen 3.7 FlashLively alternatives: Fidelity HSA, Further Health, HSA Bank, HealthEquity, Navia Benefit Solutions
GPT-6 LunaWEX Benefits alternatives: HealthEquity
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
WEX Health leads by two points.
WEX Health2%#8 of 9Benepass0%#– of 9Mid-marketThe figures above
WEX Health leads by four points.
WEX Health6%#5 of 12Benepass2%#8 of 12Enterprise
The order flips: Benepass leads at enterprise.
Benepass7%#4 of 12WEX Health4%#7 of 12What the models said about WEX Health
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“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
Also compared
HealthEquity vs WEX HealthHealthEquity vs BenepassLively vs WEX HealthLively vs BenepassFidelity HSA vs WEX HealthFidelity HSA vs BenepassWEX Benefits vs WEX HealthWEX Benefits vs BenepassWEX Health vs BusinessolverWEX Health vs Navia Benefit SolutionsBusinessolver vs BenepassNavia Benefit Solutions vs BenepassAll twenty-eight head-to-head pages and the full HSA & FSA admin standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.