Six of fourteen models named Avalara E-Invoicing first on the direct prompt; zero named Wave. Avalara E-Invoicing was named by fourteen of the fourteen models and Wave by eight and Avalara E-Invoicing carries 44 labels and Wave 11, so the shares are not directly comparable.
Named in one category this edition.
Named in sixteen 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.
“Platforms to Avoid or Be Cautious About: 1. Wave and Zoho Invoice (for use in France as of early 2026): ... not PDP compliant” Mistral Small · 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.