Two of twelve models named Upflow first on the direct prompt; one named Quadient Accounts Receivable. Upflow was named by seven of the twelve models and Quadient Accounts Receivable by five and Upflow carries 13 labels and Quadient Accounts Receivable 11, so the shares are not directly comparable.
Named in five categories this edition.
Named in one category 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 cash application 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. Two of two in this category shown.
“Upflow - Good fit for mid-sized and scaling companies (typically $10M-$500M revenue) that need cash application to feed directly into AR and collections” Llama 4 Maverick · direct prompt · first choice
“Upflow is often recommended as the best overall solution due to its seamless integration with collections and AR workflows” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best All-Rounder for Mid-Market B2B ... widely recognized as one of the fastest and most user-friendly accounts receivable suites for the mid-market” Gemini 3.5 Flash · paraphrase prompt · first choice
“Best Overall for All-in-One Order-to-Cash (O2C)” Gemini 3.5 Flash · direct prompt · first choice
“Mid-Market Specialists: *Versapay*, *Quadient AR (formerly YayPay)*, and *Chaser*. These offer fast implementations and great UI.” Gemini 3.5 Flash · scale prompt · alternative
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.