Zero of fourteen models named Zoho Invoice first on the direct prompt; zero named Xero. Zoho Invoice was named by eight of the fourteen models and Xero by eight and Zoho Invoice carries 11 labels and Xero 14, so the shares are not directly comparable.
Named in three categories this edition.
Named in twenty-five 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.
Across every category in the November 2026 Edition, Zoho Invoice and Xero were named in the same answer ninety-eight times, of the 171 answers naming Zoho Invoice and the 798 naming Xero. In those answers Xero took the first choice fourteen times and Zoho Invoice twenty-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. Two of two in this category shown.
“Wave and Zoho Invoice (for use in France as of early 2026): ... not PDP compliant” Mistral Small · negative prompt · hard negative
“For the most limited budgets, Zoho Invoice, Wave, or Invoice Ninja's free tier are excellent starting points” Claude Haiku 4.5 · budget 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.
“the best choice is usually the e-invoicing capability already included in its accounting software—particularly Xero or QuickBooks” Perplexity Sonar · budget 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.