Zero of fourteen models named BILL Spend & Expense first on the direct prompt; four named Corpay. BILL Spend & Expense was named by thirteen of the fourteen models and Corpay by eight and BILL Spend & Expense carries 47 labels and Corpay 11, so the shares are not directly comparable.
Named in six 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 corporate cards page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. One of one in this category shown.
“BILL stands out as the most budget-friendly *corporate card program* because it offers $0/user/month” Perplexity Sonar · budget prompt · first choice
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 Corpay Mastercard leads for mid-market and enterprise companies that need AP-integrated card payments, managed vendor enrollment, and rebates that scale with spend volume” Muse Glimmer 30B · direct prompt · first choice
“Corpay Mastercard appears to be specifically highlighted as the best for mid-market and enterprise B2B companies” MiniMax M2.5 · direct prompt · first choice
“For larger organizations needing full AP automation and vendor management, Corpay is strongest.” MiniMax M2.5 · 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.