Three of fourteen models named Upflow first on the direct prompt; three named Quadient AR. Upflow was named by thirteen of the fourteen models and Quadient AR by fourteen and Upflow carries 25 labels and Quadient AR 31, so the shares are not directly comparable.
Named in six 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 accounts receivable automation page.
Across every category in the October 2026 Edition, Upflow and Quadient AR were named in the same answer twenty-six times, of the 171 answers naming Upflow and the 87 naming Quadient AR. In those answers Quadient AR took the first choice zero times and Upflow seven.
| 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. One of one in this category shown.
“those typically start at $75–150/month, which may exceed a limited budget” DeepSeek V4 Flash · budget prompt · soft negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Be cautious of platforms like Quadient AR (formerly YayPay) or older point solutions if they do not have deep, bidirectional, real-time sync” Gemini 3.5 Flash · negative prompt · soft negative
“Most vendors (including Quadient AR/YayPay, Billtrust, Gaviti, Sidetrade) publish no pricing at all” Kimi K2 · negative prompt · soft negative
“Rather than expensive, enterprise-grade platforms (like HighRadius or Quadient, which cost thousands)” Gemini 3.5 Flash · budget prompt · soft negative
“The best accounts receivable automation software for a mid-market B2B company is Quadient AR (by YayPay) or Versapay.” Llama 4 Maverick · direct prompt · first choice
“I'd recommend starting with Quadient AR (YayPay) since it's specifically designed for mid-market B2B collections” MiniMax M2.5 · paraphrase prompt · first choice
“Best Overall for Collections Optimization and Usability” Gemini 3.5 Flash · 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.