Zero of fourteen models named Navia Benefit Solutions first on the direct prompt; one named Businessolver. Navia Benefit Solutions was named by twelve of the fourteen models and Businessolver by nine and Navia Benefit Solutions carries 35 labels and Businessolver 19, so the shares are not directly comparable.
Named in three categories this edition.
Named in two 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, Navia Benefit Solutions and Businessolver were named in the same answer twenty-one times, of the 77 answers naming Navia Benefit Solutions and the 39 naming Businessolver. In those answers Businessolver took the first choice zero times and Navia Benefit Solutions zero.
| 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.
“Repeated complaints include: Claims being denied multiple times without clear explanation” MiniMax M2.5 · negative prompt · hard negative
“Navia Benefit Solutions reported a security incident affecting information accessed between December 22, 2025, and January 15, 2026.” GPT-6 Luna · negative prompt · soft negative
“I'd put Navia first on the shortlist for a mid-sized company” GPT-6 Luna · paraphrase prompt · first choice
“Top Recommendation: Navia” Kimi K2 · paraphrase prompt · first choice
“Strong mid-market TPA with competitive custom pricing ($2.50–$5.50 PEPM at 100+ participants).” DeepSeek V4 Flash · scale prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Businessolver or WEX Health are top recommendations due to their comprehensive platforms, scalability, and strong track records” Mistral Small · paraphrase prompt · first choice
“I'd recommend getting quotes from at least HealthEquity, WEX Health, and Businessolver” MiniMax M2.5 · direct prompt · first choice
“Businessolver, WEX Health, Fidelity HSA, HSA Bank, Further, Tasc and Ameriflex are the other mid-market staples most often cited” Muse Glimmer 30B · direct prompt · alternative
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.