One of fourteen models named BILL Spend & Expense first on the direct prompt; zero named Zoho Expense. BILL Spend & Expense was named by fourteen of the fourteen models and Zoho Expense by twelve and BILL Spend & Expense carries 50 labels and Zoho Expense 14, so the shares are not directly comparable.
Named in four categories this edition.
Named in five 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 spend management platforms page.
Across every category in the November 2026 Edition, BILL Spend & Expense and Zoho Expense were named in the same answer 118 times, of the 363 answers naming BILL Spend & Expense and the 211 naming Zoho Expense. In those answers Zoho Expense took the first choice thirty-five times and BILL Spend & Expense twenty-one.
| 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 five in this category shown.
“Who Should Avoid It: Fast-moving companies that make frequent vendor payments and cannot afford payment processing holds” Gemini 3.5 Flash · negative prompt · hard negative
“Platforms with Strong Negative Feedback (High Caution)” Grok 4.20 · negative prompt · hard negative
“Platforms like BILL Spend + Expense, Brex, or Pleo often market the software as free because they earn on interchange fees. Proceed with caution” Qwen 3.7 Flash · negative prompt · soft negative
“For companies with the tightest budgets, BILL Spend & Expense is hard to beat since it's completely free with unlimited users.” Claude Haiku 4.5 · budget prompt · first choice
“The best spend management platform for a company with a limited budget is BILL Spend & Expense” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“If you need a free or very low-cost solution, Zoho Expense and BILL Spend & Expense are excellent choices.” Mistral Small · budget prompt · first choice
“Zoho Expense stands out as the best spend management platform for companies with a limited budget” Grok 4.20 · budget 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.