One of fourteen models named Spendesk first on the direct prompt; zero named Zoho Expense. Spendesk was named by thirteen of the fourteen models and Zoho Expense by eleven and Spendesk carries 28 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.
| 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. Five of six in this category shown.
“several users report it may be too expensive for smaller teams and lacks depth in critical operational areas” GLM 4.7 FlashX · negative prompt · soft negative
“Be cautious if you have high transaction volumes with many recurring vendors and are cost-sensitive.” Muse Glimmer 30B · negative prompt · soft negative
“High cost relative to competitors, Approval delays, Customer service response time concerns” MiniMax M2.5 · negative prompt · soft negative
“Spendesk - Combines company cards, expense management, accounts payable, procurement, budgeting, and spend controls. Suitable for mid-sized teams” Llama 4 Maverick · paraphrase prompt · first choice
“If you want maximum adoption signal for SMB/mid-market CFOs today, Spendesk leads the reported adoption share.” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“the best spend management platforms for companies with a limited budget are BILL Spend & Expense and Zoho Expense” 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.