Two of fourteen models named Fidelity HSA first on the direct prompt; three named Forma. Fidelity HSA was named by fourteen of the fourteen models and Forma by ten and Fidelity HSA carries 53 labels and Forma 20, so the shares are not directly comparable.
Named in one category 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, Fidelity HSA and Forma were named in the same answer fifty-seven times, of the 137 answers naming Fidelity HSA and the 252 naming Forma. In those answers Forma took the first choice twelve times and Fidelity HSA 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Emerging for flexible spending (including lifestyle accounts) but less traditional for core HSA/FSA” Grok 4.20 · direct prompt · soft negative
“If you want a unified, modern experience with HSAs, FSAs, LSAs and HRAs on one platform, Forma is the most frequently promoted option in 2026-2027 vendor lists.” Muse Glimmer 30B · direct prompt · first choice
“Forma is highlighted for its first-dollar ETF investing and human support, making it a strong choice for mid-market companies looking for a unified solution.” Mistral Small · 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.