Eight of fourteen models named HealthEquity first on the direct prompt; two named WEX Health. HealthEquity was named by fourteen of the fourteen models and WEX Health by ten and HealthEquity carries 60 labels and WEX Health 24, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
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.
Across every category in the November 2026 Edition, HealthEquity and WEX Health were named in the same answer forty-five times, of the 186 answers naming HealthEquity and the 46 naming WEX Health. In those answers WEX Health took the first choice four times and HealthEquity sixteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“This is probably the most frequently complained-about administrator in this space... hundreds of BBB complaints” MiniMax M2.5 · negative prompt · hard negative
“Many traditional administrators (like HealthEquity or WEX) charge a $50–$100 monthly minimum platform fee” Gemini 3.5 Flash · budget prompt · hard negative
“By far the most frequent and severe complaints... "scam-like," "worst company," or "antagonistic."” Grok 4.20 · negative prompt · hard negative
“One of the largest dedicated administrators of health accounts in the U.S.. They handle HSAs, FSAs, HRAs, COBRA, and commuter benefits on a single portal.” Gemini 3.5 Flash · comparative prompt · first choice
“I'd recommend getting quotes from at least HealthEquity, WEX Health, and Businessolver, as these are most commonly used in the mid-market segment” MiniMax M2.5 · direct prompt · first choice
“The largest standalone HSA administrator by market share... For All-in-One Solutions (HSA + FSA): Choose HealthEquity or WEX Benefits.” Qwen 3.7 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“WEX for HSA or FSA management is complete trash, avoid at all costs” Kimi K2 · negative prompt · hard negative
“Strong Reddit consensus to "avoid at all costs."” Grok 4.20 · negative prompt · hard negative
“WEX Health (or its parent WEX Benefits platform) stands out as my top recommendation for a mid-sized B2B company.” Grok 4.20 · paraphrase prompt · first choice
“Forma, HealthEquity, and WEX Health are the strongest contenders due to their scalability” Mistral Small · direct prompt · first choice
“I'd recommend getting quotes from at least HealthEquity, WEX Health, and Businessolver” MiniMax M2.5 · direct prompt · first choice
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.