Six of twelve models named Compt first on the direct prompt; six named Benepass. Both were named by all twelve models and Compt carries 39 labels and Benepass 42, 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 twelve 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 flexible benefits and lifestyle spending accounts page.
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. Three of four in this category shown.
“The best lifestyle spending account platform for a company with a limited budget is Compt, as it is the top-ranked LSA provider for 2026” Llama 4 Maverick · budget prompt · first choice
“Compt stands out as one of the best lifestyle spending account (LSA) platforms, especially for small to medium-sized businesses” Grok 4.1 Fast · budget prompt · first choice
“Prioritize platforms with proven mid-market success (e.g., Compt for reimbursements, Benepass for cards).” Grok 4.1 Fast · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Avoid higher-end ones like Benepass/Forma/Espresa” Grok 4.1 Fast · budget prompt · hard negative
“G2 reviewers have highlighted significant frustrations regarding the clarity of reimbursement policies” Qwen 3.7 Flash · negative prompt · soft negative
“Platform fees can add up quickly for small teams” DeepSeek V4 Flash · budget prompt · soft negative
“Benepass is often the top choice due to its balance of card-based convenience, compliance features, global scalability” MiniMax M2.5 · direct prompt · first choice
“Prioritize platforms with proven mid-market success (e.g., Compt for reimbursements, Benepass for cards).” Grok 4.1 Fast · scale prompt · first choice
“Benepass (Best Overall for Employee Experience & Distributed Teams) ... Benepass is a top-tier choice” Gemini 3.5 Flash · paraphrase prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.