Two of fourteen models named AvidXchange first on the direct prompt; two named Tipalti. AvidXchange was named by twelve of the fourteen models and Tipalti by fourteen and AvidXchange carries 26 labels and Tipalti 40, so the shares are not directly comparable.
Named in eight categories this edition.
Named in eighteen 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 October 2026 Edition, AvidXchange and Tipalti were named in the same answer 138 times, of the 174 answers naming AvidXchange and the 551 naming Tipalti. In those answers Tipalti took the first choice thirty-five times and AvidXchange ten.
| 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.
“Mid‑market and real‑estate verticals; strong AP automation ... AvidXchange is a strong contender.” GLM 4.7 FlashX · direct prompt · first choice
“My recommendation: Start with AvidXchange as it's specifically designed for mid-market businesses” GLM 4.7 FlashX · paraphrase prompt · first choice
“Start by evaluating AvidXchange and BILL.com side-by-side ... if you're a true mid-market company” Kimi K2 · paraphrase 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.
“Enterprise AP Software (Tipalti, Quadient/Beanworks): These platforms are designed for mid-market and enterprise companies” Gemini 3.5 Flash · budget prompt · hard negative
“If your mid-sized business has multiple subsidiaries, pays international vendors, or deals with complex tax compliance, Tipalti is the gold standard.” Gemini 3.5 Flash · 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.