Two of fourteen models named BILL Accounts Receivable first on the direct prompt; one named Tipalti. BILL Accounts Receivable was named by fourteen of the fourteen models and Tipalti by twelve and BILL Accounts Receivable carries 42 labels and Tipalti 19, so the shares are not directly comparable.
Named in four categories this edition.
Named in eighteen 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 B2B payment acceptance 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. Six of six in this category shown.
“Severe payment delays — Vendors report receiving payments 36–42 days after invoicing” DeepSeek V4 Flash · negative prompt · hard negative
“When to avoid: If reliable, fast payouts and responsive support are critical.” Grok 4.1 Fast · negative prompt · hard negative
“What to avoid on a tight budget Subscription AR/AP platforms such as Bill.com are powerful for automated approvals but carry a recurring cost” Muse Glimmer 30B · budget prompt · soft negative
“1. BILL (formerly Bill.com) ... Choose BILL if you want an easy-to-use platform to automate invoicing and payments” Qwen 3.7 Flash · comparative prompt · first choice
“I'd recommend BILL (formerly Bill.com) as a strong starting point for an accounts receivable (AR) payment portal.” Grok 4.1 Fast · paraphrase prompt · first choice
“BILL is the B2B payment platform to price first in 2026, at $49 per user per month on Essentials” Muse Glimmer 30B · comparative 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.