| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Network monitoring and management | Network and edge | 0% | 33 of 78 | 33% | 3 | under 10 labels · led by Auvik at 26% | |
| Data center networking | Network and edge | 0% | 90 of 165 | 50% | 2 | under 10 labels · led by Arista Networks at 27% | |
| DDI and IP address management | Network and edge | 0% | 38 of 115 | 0% | 1 | under 10 labels · led by BlueCat Micetro at 15% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Cisco Catalyst Center (Ranked #1)” MiniMax M2.5 · Data center networking · comparative prompt · first choice
“If you have existing Cisco equipment, Cisco DNA Center might be a natural fit.” MiniMax M2.5 · Network monitoring · paraphrase prompt · alternative
“Cisco Catalyst Center if you're mostly a Cisco shop” GPT-5.4 mini · Network monitoring · paraphrase prompt · alternative
“Excellent if you're already in a Cisco environment.” Claude Haiku 4.5 · DDI and IPAM · paraphrase 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.
“relying *only* on the vendor's proprietary suite (e.g., only using Cisco DNA Center) locks you out of unified visibility across your stack” Qwen 3.7 Flash · Network monitoring · negative prompt · soft negative
“Vendor‑only management stacks (e.g., Cisco DNA Center, Arista CloudVision, Juniper Contrail) with tight coupling to hardware.” GLM 4.7 FlashX · Data center networking · 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 26 of the 31 answers that named Cisco Catalyst Center and are not a share of its labels.
Sixty-seven of the seventy-seven domain citations in answers naming Cisco Catalyst Center came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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.
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.
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 Cisco Catalyst Center'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 Cisco Catalyst Center, 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 Cisco Catalyst Center by email, built from the raw record of the edition. It shows: