One of twelve models named Spendesk first on the direct prompt; two named Rippling Spend. Spendesk was named by ten of the twelve models and Rippling Spend by twelve and Spendesk carries 16 labels and Rippling Spend 24, 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 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 expense management 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 |
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 three in this category shown.
“Spendesk - a comprehensive spend management platform offering a clear view of an organization's expenditures.” Llama 4 Maverick · paraphrase prompt · first choice
“or Spendesk if you prefer a more comprehensive spend management platform that can grow with your company” MiniMax M2.5 · paraphrase prompt · first choice
“A comprehensive spend management platform ... making it a strong choice for mid-market businesses” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Rippling Spend – Best if you want one platform that ties HR, payroll, and expense reporting together.” GLM 4.7 FlashX · paraphrase prompt · first choice
“Spendesk, Expensify, SAP Concur, or Rippling Spend are often cited as top recommendations” Mistral Small · paraphrase prompt · first choice
“the strongest all-around pick right now is often Rippling Spend” GPT-5.4 mini · direct 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.