Two of fourteen models named Lively first on the direct prompt; one named WEX Health. Lively was named by thirteen of the fourteen models and WEX Health by ten and Lively carries 34 labels and WEX Health 17, 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 October 2026 Edition, Lively and WEX Health were named in the same answer nineteen times, of the 110 answers naming Lively and the 42 naming WEX Health. In those answers WEX Health took the first choice two times and Lively eight.
| 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 |
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. Five of six in this category shown.
“Avoid if budget is tight: Lively for very small teams, because of the minimum monthly fee.” Perplexity Sonar · budget prompt · hard negative
“Why not Lively? Their $200 minimum means if you have 5 employees, you pay $40/person/month” Qwen 3.7 Flash · budget prompt · soft negative
“Fidelity and Lively stand out as the strongest HSA administrators based on low or no fees” Grok 4.1 Fast · budget prompt · first choice
“For HSAs, look at Lively (4.4/5 Trustpilot), Fidelity (strong investing, better service).” Grok 4.1 Fast · negative prompt · first choice
“Lively: A top choice for mid-market companies that want a "tech-first" approach.” Qwen 3.7 Flash · direct 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.
“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
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.