| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Global e-invoicing compliance | Tax and compliance | 2% | 11 of 136 | 17% | 12 | accepted challenger | newNew since September 2026: not ranked then, 2% now. |
| Invoicing software | Receivables and billing | 0% | 15 of 71 | 17% | 12 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Global e-invoicing compl | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 11 of 136, unchanged |
| Invoicing software | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 19 → 15 of 71 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 2 | 0 | 3 |
| Kimi K2 | 1 | 1 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 2 | 4 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Start with Invoice Ninja if you need genuine e-invoicing compliance on a budget” Kimi K2 · Global e-invoicing compl · budget prompt · first choice
“Invoice Ninja (Best Value for Advanced Features): ... Enterprise plan is only $18/month ... unlocks full Peppol network access” Gemini 3.5 Flash · Global e-invoicing compl · budget prompt · alternative
“Best for Customization & Automation: Invoice Ninja ... is a powerhouse.” Qwen 3.7 Flash · Invoicing software · paraphrase prompt · alternative
“Free self-hosted; hosted from ~$10/mo ... Self-hosting requires setup” Grok 4.1 Fast · Invoicing software · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Critical Vulnerability (CVE-2024-55555): A critical insecure deserialization vulnerability that allows authenticated attackers to achieve remote code execution” GLM 4.7 FlashX · Global e-invoicing compl · negative prompt · hard negative
“Invoice Ninja (critical SSRF vulnerability)” GLM 4.7 FlashX · Invoicing software · negative prompt · hard negative
“while it is a good standalone tool, it may not be suitable for businesses with more complex invoicing needs” Llama 4 Maverick · Invoicing software · negative prompt · soft negative
“Navigation can feel clunky during updates, and the free version caps the number of clients.” Mistral Small · Global e-invoicing compl · comparative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 57 of the 59 answers that named Invoice Ninja and are not a share of its labels.
176 of the 176 domain citations in answers naming Invoice Ninja came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Conference or event | 9,437 | 3 | 2026-09-27 | ||
| Blog | 470 | 4 | 2026-09-01 | Invoicing software | |
| Glossary or explainer | 15 | 0 | 2023-07-08 | ||
| Comparison | 3 | 0 | 2026-05-06 | ||
| Case study | 1 | 0 | 2024-10-14 | ||
| Webinar or virtual event | 1 | 0 | 2025-01-28 |
Every page invoiceninja.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Invoice Ninja's own pages state, read September 28, 2026: invoiceninja.com, invoiceninja.com/pricing-plans, invoiceninja.com/features. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Invoice Ninja's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Invoice Ninja, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Invoice Ninja by email, built from the raw record of the edition. It shows: