Six of twelve models named Ramp first on the direct prompt; zero named Spendesk. Ramp was named by twelve of the twelve models and Spendesk by eleven and Ramp carries 59 labels and Spendesk 25, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in six 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 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 |
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.
“Go with Ramp if you are a US-based business looking for a free, exceptionally easy-to-use platform that actively helps you reduce SaaS and vendor costs.” Gemini 3.5 Flash · comparative 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.
“Users noted that approval across multiple entities is very elementary, with rigid workflows and integration difficulties with some tools” Claude Haiku 4.5 · negative prompt · soft negative
“Occasional slow approvals, card acceptance issues, or PO rework.” Grok 4.1 Fast · negative prompt · soft negative
“Spendesk - an all-in-one spend management platform ... best for mid-market businesses needing proactive budget controls and native ERP integrations.” Llama 4 Maverick · paraphrase 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.