Six of fourteen models named Avalara E-Invoicing first on the direct prompt; zero named QuickBooks Online. Avalara E-Invoicing was named by fourteen of the fourteen models and QuickBooks Online by ten and Avalara E-Invoicing carries 44 labels and QuickBooks Online 15, so the shares are not directly comparable.
Named in one category this edition.
Named in twenty-three 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 global e-invoicing compliance 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 4.20 | ||||||
| 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. Six of eight in this category shown.
“Sovos and Avalara without rigorous due diligence. They are established providers, but enterprise evaluations flag concerns” Perplexity Sonar · negative prompt · soft negative
“Broader compliance coverage and ERP integrations, but likely more expensive than SMB accounting tools.” Perplexity Sonar · budget prompt · soft negative
“Look at Avalara only if you are heavily invested in an existing ERP ... Calculation > Filing” Kimi K2 · paraphrase prompt · soft negative
“my default recommendation would be Avalara if you want the best blend of midmarket fit, broad integrations, and VAT/GST coverage” GPT-5.4 mini · paraphrase prompt · first choice
“or Avalara (for broader market coverage and established enterprise connectors). Both offer good scalability” MiniMax M2.5 · paraphrase prompt · first choice
“The best VAT compliance software for a mid-sized B2B company is likely to be Avalara, Sovos, or Sphere” Llama 4 Maverick · 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.
“basic PayPal Invoicing, QuickBooks basic invoicing, or generic PDF/email systems: These often lack full e-invoicing standards” Grok 4.20 · negative prompt · hard negative
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.