Nine of twelve models named Thomson Reuters ONESOURCE Tax Provision first on the direct prompt; zero named Avalara. Thomson Reuters ONESOURCE Tax Provision was named by twelve of the twelve models and Avalara by nine and Thomson Reuters ONESOURCE Tax Provision carries 33 labels and Avalara 11, so the shares are not directly comparable.
Named in one category 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.
| 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. Six of eight in this category shown.
“mid-market enterprises or lean tax teams (fewer than 5–10 people) should approach them with caution” Gemini 3.5 Flash · negative prompt · soft negative
“these systems may represent more cost, complexity, and implementation friction than you need” Gemini 3.5 Flash · scale prompt · soft negative
“routinely costs between $50,000 and $100,000+ annually in licensing and implementation fees” Gemini 3.5 Flash · budget prompt · soft negative
“For most mid-market B2B companies, ONESOURCE Tax Provision is the safest choice due to its balance of power, audit readiness, and scalability.” Kimi K2 · direct prompt · first choice
“Leading solution for automating ASC 740 tax provision calculations, ETR analysis, and financial disclosures with robust integrations” Claude Haiku 4.5 · comparative prompt · first choice
“OTP is the market-heavyweight software.... Best For: Large, multinational corporations seeking an end-to-end global tax ecosystem.” 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. 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
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.