Zero of fourteen models named Zoho Books first on the direct prompt; three named Quadient AR. Zoho Books was named by twelve of the fourteen models and Quadient AR by fourteen and Zoho Books carries 12 labels and Quadient AR 31, 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 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.
| 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.
No label in this category carried a quote.
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.