Two of fourteen models named Lively first on the direct prompt; one named WEX Benefits. Lively was named by fourteen of the fourteen models and WEX Benefits by eleven and Lively carries 39 labels and WEX Benefits 26, so the shares are not directly comparable.
Named in two categories this edition.
Named in three categories 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, Lively and WEX Benefits were named in the same answer fifty-eight times, of the 132 answers naming Lively and the 130 naming WEX Benefits. In those answers WEX Benefits took the first choice eight times and Lively twenty-three.
| 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. Four of five in this category shown.
“Rated “Above Average” for spending, “Average” for investing.” Mistral Small · comparative prompt · soft negative
“For most mid-market B2B companies, Lively offers the best combination of modern technology, transparent pricing, and strong customer service.” Kimi K2 · direct prompt · first choice
“Lively is likely the best starting point if you want one modern platform for both HSA and FSA administration” Perplexity Sonar · budget prompt · first choice
“Lively is likely the best choice because: It offers both HSA and FSA administration under one platform” MiniMax M2.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Many traditional administrators (like HealthEquity or WEX) charge a $50–$100 monthly minimum platform fee” Gemini 3.5 Flash · budget prompt · hard negative
“Avoid: HealthEquity, Optum, or WEX if budget is key” Grok 4.20 · budget prompt · hard negative
“Not necessarily a poor choice, particularly for complex, FSA-heavy programs, but compare its total per-participant cost, minimums, employee account fees, and investment charges against alternatives.” Perplexity Sonar · negative prompt · soft negative
“WEX Benefits (COBRA, FSA/HSA/HRA, Commuter) - a leader in consumer-directed benefits and COBRA administration.” Llama 4 Maverick · paraphrase prompt · first choice
“If I had to pick one for a typical mid-market employer offering both HSAs and FSAs, I'd start with WEX.” GPT-6 Luna · direct prompt · first choice
“Best overall in enterprise FSA administration; strong debit-card substantiation workflows.” DeepSeek V4 Flash · comparative 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.