| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Workflow orchestration | Data platform | 14% | 4 of 79 | 14% | 28 | accepted challenger | ▲+4Since September 2026: 8% → 12%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| SOAR platforms | Security operations | 0% | 17 of 67 | 0% | 5 | under 10 labels · led by Tines at 41% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Robotic process automation | IT operations and endpoint | 0% | 16 of 68 | 0% | 4 | under 10 labels · led by Microsoft Power Automate at 51% | |
| AI IT support agents | IT operations and endpoint | 0% | 44 of 121 | 0% | 2 | under 10 labels · led by Freshservice with Freddy AI at 11% | |
| AI SOC agents | Security operations | 0% | 85 of 104 | 0% | 1 | under 10 labels · led by Dropzone AI at 24% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Orchestration | 8% | 12% | ▲+4Since September 2026: 8% → 12%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 4 of 79 |
| SOAR | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 32 → 17 of 67 |
| RPA | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 16 of 68, unchanged |
| AI IT agents | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 44 of 121, unchanged |
| AI SOC agents | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 85 of 104, unchanged |
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 11 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 | 1 | 1 | 2 | 0 | 4 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 6 | 0 | 0 | 7 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 2 | 0 | 3 | 0 | 5 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 3 | 0 | 0 | 4 |
| Kimi K2 | 1 | 2 | 1 | 1 | 5 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 1 | 3 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 1 | 0 | 1 | 3 |
| Muse Glimmer 30B | 1 | 1 | 1 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“If you have one developer willing to install software on a cheap Linux server ($5/month VPS), go with n8n. It provides the most flexibility and power for the lowest cost” Qwen 3.7 Flash · Orchestration · budget prompt · first choice
“the cheapest to run today is usually n8n Community on a small VPS” Muse Glimmer 30B · Orchestration · budget prompt · first choice
“Winner: n8n (Self-Hosted) ... can be self-hosted for free” Gemini 3.5 Flash · Orchestration · budget prompt · first choice
“n8n if you mean automating business apps and APIs” GPT-6 Luna · Orchestration · budget prompt · first choice
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.
“Free self-hosted, good for custom workflows, requires DevOps to manage.” GLM 4.7 FlashX · Orchestration · scale prompt · soft negative
“n8n for a client-facing product unless the license fits your exact use.” GPT-6 Luna · Orchestration · negative prompt · soft negative
“Limited for complex/ high-volume enterprise. | If not data-heavy.” Grok 4.20 · Orchestration · scale prompt · soft negative
“Less robust for complex orchestration” Kimi K2 · Orchestration · scale 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 111 of the 121 answers that named n8n and are not a share of its labels.
291 of the 291 domain citations in answers naming n8n 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 |
|---|---|---|---|---|---|
| Report or ebook | 1,492 | 0 | 2025-11-21 | ||
| Webinar or virtual event | 635 | undated | |||
| Blog | 282 | 46 | 2026-09-25 | ||
| Conference or event | 218 | 0 | 2026-02-07 | ||
| Glossary or explainer | 79 | undated | |||
| Comparison | 51 | 6 | 2026-09-10 | ||
| Podcast or video | 43 | undated | |||
| Case study | 35 | undated | |||
| Template or tool | 9 | undated | |||
| News or press | 4 | undated |
Every page n8n.io 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 n8n's own pages state, read September 28, 2026: n8n.io, n8n.io/pricing, trust.n8n.io, n8n.io/features, n8n.io/case-studies. 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 n8n'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 n8n, 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 n8n by email, built from the raw record of the edition. It shows: