Four of fourteen models named Versapay first on the direct prompt; three named Billtrust. Versapay was named by fourteen of the fourteen models and Billtrust by thirteen and Versapay carries 34 labels and Billtrust 43, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in nine 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 cash application page.
Across every category in the November 2026 Edition, Versapay and Billtrust were named in the same answer 182 times, of the 274 answers naming Versapay and the 380 naming Billtrust. In those answers Billtrust took the first choice sixteen times and Versapay twenty-six.
| 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. Two of two in this category shown.
“Versapay — Better for mid-market; typically starts around $1,000+/month” DeepSeek V4 Flash · budget prompt · hard negative
“If I had to pick one for a typical mid-sized B2B company, I'd recommend Versapay as the primary choice” DeepSeek V4 Flash · paraphrase 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.
“Billtrust — Geared toward large enterprises” DeepSeek V4 Flash · budget prompt · hard negative
“Legacy cash application leaders (like HighRadius, Billtrust, or BlackLine) cater primarily to large enterprises with six-figure implementation budgets” Gemini 3.5 Flash · budget prompt · soft negative
“I'd usually recommend Billtrust if your main pain point is payment matching / cash application at meaningful invoice volume” GPT-5.4 mini · 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.