Four of fourteen models named Stampli first on the direct prompt; zero named AvidXchange. Stampli was named by thirteen of the fourteen models and AvidXchange by twelve and Stampli carries 26 labels and AvidXchange 22, so the shares are not directly comparable.
Named in seven categories this edition.
Named in eleven 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 business bill pay page.
Across every category in the November 2026 Edition, Stampli and AvidXchange were named in the same answer eighty-eight times, of the 206 answers naming Stampli and the 156 naming AvidXchange. In those answers AvidXchange took the first choice two times and Stampli sixteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Two of two in this category shown.
“What to Avoid on a Tight Budget ... Stampli, Airbase — Generally more expensive” DeepSeek V4 Flash · budget prompt · hard negative
“Stampli — *Best Overall for Mid-Market Approval Workflows & Ease of Use*” Gemini 3.5 Flash · paraphrase 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.
“AvidXchange - best all-around for mid-market AP control” Muse Glimmer 30B · paraphrase 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.