| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Data center networking | Network and edge | 5% | 4 of 165 | 32% | 28 | criticized challenger | |
| SASE platforms | Network and edge | 0% | 13 of 45 | 20% | 15 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| SD-WAN | Network and edge | 0% | 11 of 73 | 20% | 10 | accepted challenger | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Microsegmentation | Network and edge | 0% | 25 of 94 | 14% | 7 | under 10 labels · led by ColorTokens Xshield at 25% | |
| Zero trust network access | Network and edge | 0% | 57 of 66 | 43% | 7 | under 10 labels · led by Twingate at 39% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| DDI and IP address management | Network and edge | 0% | 19 of 115 | 0% | 5 | under 10 labels · led by BlueCat Micetro at 15% | |
| Business phone systems | IT operations and endpoint | 0% | 42 of 75 | 25% | 4 | under 10 labels · led by RingCentral at 29% | |
| Network detection and response | Security operations | 0% | 32 of 102 | 0% | 3 | under 10 labels · led by ManageEngine NetFlow Analyzer at 21% | |
| OT and IoT security | Security operations | 0% | 21 of 107 | 0% | 3 | under 10 labels · led by Microsoft Defender for IoT at 21% | |
| AI SOC agents | Security operations | 0% | 57 of 104 | 0% | 2 | under 10 labels · led by Dropzone AI at 24% | |
| Network access control | Network and edge | 0% | 89 of 111 | 50% | 2 | under 10 labels · led by Portnox Cloud at 35% | |
| AI security platforms | Security operations | 0% | 155 of 233 | 0% | 1 | under 10 labels · led by SentinelOne Singularity at 11% | |
| API security platforms | Security operations | 0% | 82 of 93 | 100% | 1 | under 10 labels · led by Aikido Security at 12% | |
| Breach and attack simulation | Security operations | 0% | 73 of 74 | 100% | 1 | under 10 labels · led by Cymulate at 24% | |
| Data virtualization | Data platform | 0% | 51 of 99 | 0% | 1 | under 10 labels · led by Denodo at 28% | |
| Non-human identity management | Identity and access | 0% | 57 of 128 | 0% | 1 | under 10 labels · led by JumpCloud at 14% | |
| Observability platforms | IT operations and endpoint | 0% | 47 of 80 | 0% | 1 | under 10 labels · led by Grafana at 27% | newNew since September 2026: not ranked then, 0% now. |
| SaaS security posture management | Security operations | 0% | 85 of 95 | 100% | 1 | under 10 labels · led by Wing Security at 30% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 5 | 0 | 5 |
| GPT-5.4 mini | 0 | 3 | 3 | 0 | 6 |
| Gemini 3.5 Flash | 0 | 5 | 0 | 3 | 8 |
| Perplexity Sonar | 1 | 0 | 0 | 2 | 3 |
| Grok 4.20 | 1 | 2 | 7 | 2 | 12 |
| Mistral Small | 1 | 1 | 3 | 0 | 5 |
| DeepSeek V4 Flash | 0 | 2 | 3 | 5 | 10 |
| Llama 4 Maverick | 1 | 0 | 2 | 1 | 4 |
| Qwen 3.7 Flash | 1 | 4 | 4 | 4 | 13 |
| Kimi K2 | 0 | 2 | 2 | 2 | 6 |
| GLM 4.7 FlashX | 0 | 1 | 3 | 1 | 5 |
| MiniMax M2.5 | 0 | 0 | 6 | 1 | 7 |
| GPT-6 Luna | 1 | 1 | 0 | 1 | 3 |
| Muse Glimmer 30B | 2 | 1 | 2 | 1 | 6 |
Verbatim evidence the judge attached to positive labels.
“Cisco: breadth, intent-based ACI, hybrid cloud and optical DCI... enterprises needing a single vendor stack and ACI policy often choose Cisco” Muse Glimmer 30B · Data center networking · comparative prompt · first choice
“Cisco's Nexus platform is often recommended due to its balance of performance, ease of management, and strong ecosystem support” Mistral Small · Data center networking · direct prompt · first choice
“generally considered the top two contenders due to their balance of performance, manageability, and Total Cost of Ownership (TCO)” Qwen 3.7 Flash · Data center networking · direct prompt · first choice
“Cisco's SD-WAN is considered a better alternative for environments that depend on centrally governed WAN policy operations.” Llama 4 Maverick · SD-WAN · negative 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 buying BAS solely as an add-on from your primary security infrastructure vendor” DeepSeek V4 Flash · BAS · negative prompt · hard negative
“vendors built on extensive acquisitions (such as Cisco’s complex legacy of Umbrella, Duo, and Meraki/Viptela) historically show much higher "partial integration" rates” Gemini 3.5 Flash · SASE · negative prompt · soft negative
“Some Gartner clients report higher rates of issues compared to other vendors, typically around product complexity, software quality, and support timeliness” MiniMax M2.5 · Data center networking · negative prompt · soft negative
“some platforms that may be worth avoiding or being cautious about include: * Cisco (according to Gartner's Magic Quadrant for Data Center Networking)” Llama 4 Maverick · 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 199 of the 224 answers that named Cisco and are not a share of its labels.
337 of the 391 domain citations in answers naming Cisco 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 |
|---|---|---|---|---|---|
| Blog | 25 | 22 | 2026-09-01 | ||
| Conference or event | 8 | undated | |||
| News or press | 1 | 1 | 2026-07-08 |
Every page cisco.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 Cisco's own pages state, read September 28, 2026: cisco.com, trust.cisco.com. 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 Cisco'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, 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 by email, built from the raw record of the edition. It shows: