Five of twelve models named Quadient AR first on the direct prompt; zero named Chaser. Quadient AR was named by eleven of the twelve models and Chaser by ten and Quadient AR carries 25 labels and Chaser 18, so the shares are not directly comparable.
Named in four 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 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. Two of two in this category shown.
“like Chaser, starting ~$95/month) ... often overkill for a tight budget” DeepSeek V4 Flash · budget prompt · soft negative
“Top-rated alternatives (fewer complaints): Chaser (4.9/5), Versapay, or Emagia for strong support/integration.” Grok 4.1 Fast · negative 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.