Six of fourteen models named Avalara E-Invoicing first on the direct prompt; two named Pagero. Avalara E-Invoicing was named by fourteen of the fourteen models and Pagero by twelve and Avalara E-Invoicing carries 44 labels and Pagero 20, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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.
Across every category in the November 2026 Edition, Avalara E-Invoicing and Pagero were named in the same answer fifty-nine times, of the 127 answers naming Avalara E-Invoicing and the 77 naming Pagero. In those answers Pagero took the first choice nine times and Avalara E-Invoicing nine.
| 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. Five of six in this category shown.
“Basware, Pagero, and Tungsten Network (OB10 E-Invoicing). These platforms may have complex implementation and optimization requirements” Llama 4 Maverick · negative prompt · soft negative
“Pricing can be complex (per-document + platform fee + per-legal-entity), and implementations can be lengthy.” DeepSeek V4 Flash · direct prompt · soft negative
“Pagero (Thomson Reuters) – *Best Overall for Global Mid-Market & Multi-ERP Environments*” Gemini 3.5 Flash · direct prompt · first choice
“or Pagero if you're EU-based or have heavy Peppol requirements” Kimi K2 · direct prompt · first choice
“Choose a compliance network like Pagero or Sovos.” Gemini 3.5 Flash · comparative 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.