One of fourteen models named BILL Spend & Expense first on the direct prompt; one named Procurify. BILL Spend & Expense was named by fourteen of the fourteen models and Procurify by twelve and BILL Spend & Expense carries 50 labels and Procurify 34, so the shares are not directly comparable.
Named in four 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 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 4.20 | ||||||
| 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
No label in this category carried a quote.
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.