| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Infrastructure monitoring | IT operations and endpoint | 20% | 2 of 79 | 22% | 46 | accepted challenger | ▲+3Since September 2026: 18% → 20%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Network monitoring and management | Network and edge | 17% | 3 of 78 | 13% | 47 | accepted challenger | |
| Data quality and observability | Data platform | 3% | 9 of 110 | 0% | 3 | under 10 labels · led by Metaplane at 31% | |
| Observability platforms | IT operations and endpoint | 3% | 6 of 80 | 0% | 3 | under 10 labels · led by Grafana at 27% | ▲+3Since September 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Website and synthetic monitoring | IT operations and endpoint | 0% | 27 of 67 | 25% | 4 | under 10 labels · led by UptimeRobot at 24% | |
| AIOps platforms | IT operations and endpoint | 0% | 56 of 93 | 0% | 2 | under 10 labels · led by New Relic at 17% | |
| Data center infrastructure management | IT operations and endpoint | 0% | 79 of 103 | 50% | 2 | under 10 labels · led by Sunbird DCIM at 27% | |
| Network detection and response | Security operations | 0% | 97 of 102 | 100% | 1 | under 10 labels · led by ManageEngine NetFlow Analyzer at 21% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Network monitoring | 0% | 19% | newNew since September 2026: not ranked then, 19% now. | New this edition | Rank 3 of 78, unchanged |
| Data observability | 0% | 4% | newNew since September 2026: not ranked then, 4% now. | New this edition | Rank 9 of 110, unchanged |
| Observability | 0% | 3% | ▲+3Since September 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 54 → 6 of 80 |
| Infra monitoring | 18% | 20% | ▲+3Since September 2026: 18% → 20%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 2 of 79 |
| Uptime monitoring | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 27 of 67, unchanged |
| AIOps | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 56 of 93, unchanged |
| DCIM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 79 of 103, unchanged |
| NDR | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 97 of 102, 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 | 2 | 3 | 1 | 7 |
| GPT-5.4 mini | 2 | 1 | 1 | 1 | 5 |
| Gemini 3.5 Flash | 2 | 2 | 1 | 1 | 6 |
| Perplexity Sonar | 3 | 4 | 1 | 1 | 9 |
| Grok 4.20 | 2 | 2 | 2 | 4 | 10 |
| Mistral Small | 2 | 2 | 2 | 2 | 8 |
| DeepSeek V4 Flash | 2 | 0 | 5 | 3 | 10 |
| Llama 4 Maverick | 2 | 2 | 2 | 0 | 6 |
| Qwen 3.7 Flash | 3 | 4 | 3 | 3 | 13 |
| Kimi K2 | 3 | 3 | 2 | 1 | 9 |
| GLM 4.7 FlashX | 1 | 5 | 1 | 1 | 8 |
| MiniMax M2.5 | 1 | 2 | 2 | 0 | 5 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 5 | 2 | 1 | 9 |
Verbatim evidence the judge attached to positive labels.
“Zabbix – best all-in-one for traditional infrastructure ... Need one install with UI, alerting and auto-discovery and minimal ops overhead → Zabbix.” Muse Glimmer 30B · Infra monitoring · budget prompt · first choice
“For most small businesses, Zabbix and Nagios Core are the top free choices due to their comprehensive features and no-cost licensing.” Mistral Small · Network monitoring · budget prompt · first choice
“I'd suggest starting with Zabbix or Netdata since they are open-source and don't have licensing costs” MiniMax M2.5 · Network monitoring · budget prompt · first choice
“the best choice is usually Zabbix if you can self-host and want the lowest direct software cost” Perplexity Sonar · Data observability · 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.
“Avoid Nagios and raw Zabbix if you value speed and ease-of-use over granular control.” Qwen 3.7 Flash · Infra monitoring · negative prompt · hard negative
“Avoid Zabbix if you need modern UI and simplicity, as its user interface feels dated.” Claude Haiku 4.5 · Infra monitoring · negative prompt · hard negative
“open-source is usually a poor fit for mid-market teams” Gemini 3.5 Flash · Network monitoring · direct prompt · hard negative
“a custom-built DCIM solution built 10 years ago that hasn't been refactored for modern hypervisors ... will likely break during virtualization refreshes” Qwen 3.7 Flash · DCIM · negative 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 279 of the 309 answers that named Zabbix and are not a share of its labels.
805 of the 805 domain citations in answers naming Zabbix 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 | 1,124 | undated | |||
| Webinar or virtual event | 12 | undated | |||
| Blog | 8 | 0 | 2022-08-01 | ||
| Report or ebook | 3 | undated | |||
| News or press | 3 | undated | |||
| Glossary or explainer | 1 | undated |
As the event pages on zabbix.com state them, read September 28, 2026.
Every page zabbix.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 Zabbix's own pages state, read September 28, 2026: zabbix.com, zabbix.com/capabilities, zabbix.com/partners. 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 Zabbix'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 Zabbix, 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 Zabbix by email, built from the raw record of the edition. It shows:
Zabbix is among the products AI models recommend first in Infrastructure monitoring this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Zabbix is among the products AI models recommend first in Network monitoring and management this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.