Five of twelve models named Quadient AR first on the direct prompt; three named HighRadius. Quadient AR was named by eleven of the twelve models and HighRadius by twelve and Quadient AR carries 25 labels and HighRadius 44, so the shares are not directly comparable.
Named in four categories this edition.
Named in nineteen categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 |
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 seven in this category shown.
“Feedback points toward complex processes and a confusing user interface that requires many clicks for standard tasks.” Qwen 3.7 Flash · negative prompt · hard negative
“you want to avoid high-end enterprise AR suites (like HighRadius or Quadient/YayPay), which carry steep implementation fees” Gemini 3.5 Flash · budget prompt · hard negative
“Issues with payment/credit card failures (3–4 reviews), inconsistent support, invoicing glitches” Grok 4.1 Fast · negative prompt · soft negative
“The Best Overall for Mid-Market: Quadient AR (formerly YayPay)” GLM 4.7 FlashX · direct prompt · first choice
“Quadient AR (formerly YayPay) — Best overall for mid-market B2B” DeepSeek V4 Flash · direct prompt · first choice
“the strongest single pick is usually Quadient AR (YayPay)” Perplexity Sonar · direct 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.
“you want to avoid high-end enterprise AR suites (like HighRadius or Quadient/YayPay), which carry steep implementation fees and long sales cycles” Gemini 3.5 Flash · budget prompt · hard negative
“Specific Vendors/Tools with Documented Concerns... 1. HighRadius Reported Issues: - Poor customer support” Kimi K2 · negative prompt · hard negative
“Best for large enterprises with complex, global order-to-cash operations. It's the broadest, most mature suite... Enterprise, end-to-end: HighRadius” DeepSeek V4 Flash · 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.