Zero of fourteen models named Zoho Invoice first on the direct prompt; one named Basware. Zoho Invoice was named by ten of the fourteen models and Basware by thirteen and Zoho Invoice carries 18 labels and Basware 23, so the shares are not directly comparable.
Named in four categories this edition.
Named in seven 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 4.1 Fast | ||||||
| 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. Two of two in this category shown.
“Zoho Invoice remains the strongest free option in 2026, supporting up to 50 users with no transaction limits on the free plan.” Claude Haiku 4.5 · budget prompt · first choice
“I'd recommend starting with the free tier of Zoho Invoice or B2Brouter to assess your needs before committing to paid plans.” GLM 4.7 FlashX · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid enterprise giants like Basware or Trullion, as they often have high minimums.” Qwen 3.7 Flash · budget prompt · hard negative
“geared toward larger or multinational businesses, so they are usually *not* the best budget choice” Perplexity Sonar · budget prompt · soft negative
“Using them for a small number of invoices can be overkill and may not be cost-effective.” Mistral Small · negative prompt · soft negative
“the strongest, most‑balanced e‑invoicing compliance platforms are Tradeshift, Basware, Sovos, Pagero, and Avalara” GLM 4.7 FlashX · direct prompt · first choice
“For 100-country multinational compliance coverage, Basware is recommended” Claude Haiku 4.5 · comparative prompt · first choice
“Global compliance needs: Basware, Sovos, Pagero” MiniMax M2.5 · 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.