Two of twelve models named Tipalti first on the direct prompt; one named AvidXchange. Tipalti was named by eleven of the twelve models and AvidXchange by eleven and Tipalti carries 26 labels and AvidXchange 25, so the shares are not directly comparable.
Named in twelve categories this edition.
Named in eight 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 business bill pay page.
Across every category in the September 2026 Edition, Tipalti and AvidXchange were named in the same answer 107 times, of the 465 answers naming Tipalti and the 135 naming AvidXchange. In those answers AvidXchange took the first choice five times and Tipalti fifteen.
| 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.
“removes the high monthly subscription fees common in accounting software like Bill.com or Tipalti” Qwen 3.7 Flash · budget prompt · soft negative
“need elite tax compliance, Tipalti is the gold standard. *Drawback: Implementation is expensive and time-consuming.*” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For most mid-market B2B companies, BILL or AvidXchange seem to be the most widely recommended” MiniMax M2.5 · 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.