Four of fourteen models named Billtrust first on the direct prompt; zero named Gaviti. Billtrust was named by twelve of the fourteen models and Gaviti by ten and Billtrust carries 38 labels and Gaviti 18, so the shares are not directly comparable.
Named in nine 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 fourteen 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 October 2026 Edition, Billtrust and Gaviti were named in the same answer fifty-one times, of the 324 answers naming Billtrust and the 137 naming Gaviti. In those answers Gaviti took the first choice nine times and Billtrust nine.
| 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 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. Three of three in this category shown.
“The Verdict: Avoid these unless you have a dedicated, internal IT team and a massive budget” Gemini 3.5 Flash · negative prompt · hard negative
“Billtrust ranks as the best accounts receivable software solution, combining AI-powered automation, a unified end-to-end AR platform” Muse Glimmer 30B · direct prompt · first choice
“If you are a massive global brand with manual cash matching bottlenecks: Choose HighRadius or Billtrust.” Gemini 3.5 Flash · comparative 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.
“Most vendors (including Quadient AR/YayPay, Billtrust, Gaviti, Sidetrade) publish no pricing at all” Kimi K2 · negative prompt · soft negative
“Limitations | Performance issues with large data volumes, limited report customization” Kimi K2 · comparative prompt · soft negative
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.