Four of fourteen models named Versapay first on the direct prompt; three named HighRadius. Versapay was named by thirteen of the fourteen models and HighRadius by fourteen and Versapay carries 37 labels and HighRadius 42, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in twenty-one 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 November 2026 Edition, Versapay and HighRadius were named in the same answer 163 times, of the 274 answers naming Versapay and the 648 naming HighRadius. In those answers HighRadius took the first choice sixty-six times and Versapay seventeen.
| 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. One of one in this category shown.
“Avoid enterprise-focused tools like Billtrust, HighRadius, Versapay, or NetSuite” Grok 4.20 · budget prompt · hard negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Avoid platforms designed for 'enterprise' markets (like HighRadius) which are built for companies with hundreds of employees and have massive implementation costs” Mistral Small · negative prompt · hard negative
“Avoid enterprise-heavy options like HighRadius unless your volumes are very high” Grok 4.20 · paraphrase prompt · hard negative
“Avoid enterprise-focused tools like Billtrust, HighRadius, Versapay, or NetSuite” Grok 4.20 · budget prompt · hard negative
“If handling tens of thousands of invoices with complex short-pays, deductions, and unstructured payment remittances, look toward HighRadius or Billtrust.” Gemini 3.5 Flash · comparative prompt · first choice
“Enterprise coverage across collections, cash application, deductions and credit... Best for: SAP, Oracle or NetSuite enterprises with complex cash application.” Muse Glimmer 30B · comparative 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.