Two of fourteen models named Lively first on the direct prompt; two named Fidelity HSA. Both were named by all fourteen models and Lively carries 39 labels and Fidelity HSA 53, 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, Lively and Fidelity HSA were named in the same answer eighty-nine times, of the 132 answers naming Lively and the 137 naming Fidelity HSA. In those answers Fidelity HSA took the first choice fourteen times and Lively thirty-five.
| 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. Five of six in this category shown.
“notes that its ratings don't assess employer-negotiated HSA plans; price and features in your company's contract may differ” GPT-6 Luna · direct prompt · soft negative
“Fidelity's FSA offering is less mature than their HSA product” Claude Haiku 4.5 · comparative prompt · soft negative
“The largest HSA provider with approximately 24% market share, known for its fee-free structure, no investment minimums” MiniMax M2.5 · comparative prompt · first choice
“compare Fidelity for spending costs, HSA Bank for investing, and HealthEquity for a strong middle ground” GPT-6 Luna · comparative prompt · first choice
“Fidelity | High (only one) | Above Average | No account fees, no investment minimum, 3.56% cash rate” 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.