Zero of fourteen models named Zoho Expense first on the direct prompt; zero named Expensify. Zoho Expense was named by twelve of the fourteen models and Expensify by ten and Zoho Expense carries 14 labels and Expensify 21, so the shares are not directly comparable.
Named in five categories this edition.
Named in seven 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, Zoho Expense and Expensify were named in the same answer 161 times, of the 211 answers naming Zoho Expense and the 281 naming Expensify. In those answers Expensify took the first choice fifteen times and Zoho Expense forty-nine.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Who Should Avoid It: Companies looking for transparent, predictable pricing models and high-touch customer support.” Gemini 3.5 Flash · negative prompt · hard negative
“I would recommend steering clear of it if you can.” Muse Glimmer 30B · negative prompt · hard negative
“1. Expensify – Starting at $5/user/month - Best for: Small teams needing basic expense tracking” MiniMax M2.5 · budget prompt · first choice
“The Best Overall Value: Expensify ... widely considered the gold standard for usability” Qwen 3.7 Flash · 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.