Four of twelve models named Billtrust first on the direct prompt; three named HighRadius. Billtrust was named by eleven of the twelve models and HighRadius by twelve and Billtrust carries 30 labels and HighRadius 44, so the shares are not directly comparable.
Named in seven 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.
Across every category in the September 2026 Edition, Billtrust and HighRadius were named in the same answer 200 times, of the 278 answers naming Billtrust and the 632 naming HighRadius. In those answers HighRadius took the first choice seventy-eight times and Billtrust eleven.
| 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. Four of five in this category shown.
“2. Billtrust Reported Issues: - Invoicing and payment problems... Quote-only pricing makes cost comparison difficult” Kimi K2 · negative prompt · hard negative
“Frequently ranked #1–3 in mid-market segments by G2 Grids (Billtrust leads Enterprise/Mid-Market AR Automation)” Grok 4.1 Fast · direct prompt · first choice
“I'd suggest evaluating Billtrust or Versapay first, as they're specifically designed for your segment” Kimi K2 · direct prompt · first choice
“Upflow (for workflow focus) or Billtrust (for full-stack AR focus) are the safest starting points” Qwen 3.7 Flash · paraphrase 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.