Zero of twelve models named Avalara first on the direct prompt; zero named Vertex. Avalara was named by nine of the twelve models and Vertex by seven and Avalara carries 11 labels and Vertex 10, so the shares are not directly comparable.
Named in three categories this edition.
Named in three 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 corporate tax provision page.
Across every category in the September 2026 Edition, Avalara and Vertex were named in the same answer thirty-two times, of the 90 answers naming Avalara and the 192 naming Vertex. In those answers Vertex took the first choice seven times and Avalara seven.
| 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. Three of three in this category shown.
“Platforms like *Avalara AvaTax*, *TaxJar*, or *Anrok* ... they do not file corporate income taxes” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Automated sales tax tools improperly configured (e.g., Avalara) ... "garbage in, garbage out."” DeepSeek V4 Flash · negative prompt · soft negative
“I would recommend Avalara as the default choice if you need broad, scalable compliance coverage and ERP integration.” Perplexity Sonar · 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.
“Enterprise-focused, indirect tax only (no provision)” Kimi K2 · budget prompt · hard negative
“consider Vertex for indirect tax, but it is not the clearest provision-first choice from the sources I found” GPT-5.4 mini · direct prompt · soft negative
“Corporate income tax (direct tax) | Thomson Reuters ONESOURCE or Vertex” GLM 4.7 FlashX · 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.