One of twelve models named Versapay first on the direct prompt; three named Esker. Versapay was named by twelve of the twelve models and Esker by eleven and Versapay carries 28 labels and Esker 22, so the shares are not directly comparable.
Named in five 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 cash application page.
Across every category in the September 2026 Edition, Versapay and Esker were named in the same answer fifty-seven times, of the 166 answers naming Versapay and the 167 naming Esker. In those answers Esker took the first choice two times and Versapay three.
| 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. Five of five in this category shown.
“What to avoid on a limited budget - Versapay ... Definitely not budget-friendly.” DeepSeek V4 Flash · budget prompt · hard negative
“Reviews highlight limited backend automation, lack of native credit or deduction management, and weak integration capabilities” Qwen 3.7 Flash · negative prompt · soft negative
“Caution Level: Medium (for ERP integration and reporting)... integration is a beast... rules-based logic can misfire” DeepSeek V4 Flash · negative prompt · soft negative
“Best for mid-market B2B companies wanting cash application bundled with payment rails and a collaborative customer portal” Claude Haiku 4.5 · direct prompt · first choice
“my default recommendation would be Versapay if your main goal is payment matching / cash application automation” GPT-5.4 mini · paraphrase prompt · first choice
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 the usual enterprise leaders like HighRadius, Billtrust, and Esker” Perplexity Sonar · budget prompt · hard negative
“Enterprise-class, custom-priced, typically six figures annually.” DeepSeek V4 Flash · budget prompt · hard negative
“1. Esker (G2: 4.3–4.5/5; Gartner Leader in Invoice-to-Cash 2024) ... Enterprise-grade AI automation for cash matching” Grok 4.1 Fast · direct prompt · first choice
“Esker or HighRadius are the safest bets if you want a proven, scalable platform” DeepSeek V4 Flash · direct prompt · first choice
“Kolleno and Esker are strong, mid‑market‑focused all‑rounders.” GLM 4.7 FlashX · 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.