Zero of twelve models named Invoicemonk first on the direct prompt; three named Pagero. Invoicemonk was named by ten of the twelve models and Pagero by nine and Invoicemonk carries 10 labels and Pagero 18, 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 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 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 4.1 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 four in this category shown.
“For a general small business needing multi-country compliance on a tight budget, Invoicemonk ($15/mo) or Zoho Invoice (Free/Low-cost) are currently the most cost-effective” Qwen 3.7 Flash · budget prompt · first choice
“My recommendation for most small budget-conscious companies: Start with Invoicemonk ($15/month flat, global compliance)” DeepSeek V4 Flash · budget prompt · first choice
“The best e-invoicing compliance platform for a company with a limited budget is Invoicemonk, which is free to start” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Pagero is well-suited for European markets, but has narrower country coverage outside Europe and Latin America compared to Basware and Sovos” Claude Haiku 4.5 · comparative prompt · soft negative
“Instead of paying thousands of dollars for enterprise-grade compliance suites (like Sovos, Pagero, or Basware)” Gemini 3.5 Flash · budget prompt · soft negative
“described as complex to implement and optimize without specialist effort” Perplexity Sonar · negative prompt · soft negative
“Pagero covers e-invoicing compliance across 70 countries with particular strength in European mandates ... integrates with over 100 ERP and accounting systems” Claude Haiku 4.5 · direct prompt · first choice
“Unrivaled interoperability, extensive global compliance network (covering 80+ countries), and automated format conversions.” Gemini 3.5 Flash · comparative prompt · first choice
“Best Overall for Global Compliance & Open Networks: Pagero ... is widely considered the gold standard.” Gemini 3.5 Flash · direct 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.