| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Microsegmentation | Network and edge | 0% | 24 of 94 | 25% | 28 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.1 Fast | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Cisco Secure Workload lets you consolidate segmentation with vulnerability management and network access control in one console.” MiniMax M2.5 · Microsegmentation · comparative prompt · alternative
“Often selected for organizations that want segmentation tied to a larger enterprise security/network stack” Perplexity Sonar · Microsegmentation · comparative prompt · alternative
“Cisco Secure Workload enables application-aware microsegmentation with behavior-based policy recommendations” Claude Haiku 4.5 · Microsegmentation · direct prompt · alternative
“Cisco Secure Workload as suitable for enterprises wanting segmentation inside an existing networking stack” Muse Glimmer 30B · Microsegmentation · negative 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.
“Frequently called out as problematic... "the worst product"... Avoid if you lack deep expertise or time for constant tweaks.” Grok 4.1 Fast · Microsegmentation · negative prompt · hard negative
“agents that can't run on OT/IoT devices or legacy systems, and deployment complexity is a frequent concern” Claude Haiku 4.5 · Microsegmentation · negative prompt · soft negative
“Cons: Complex, expensive, may be overkill for basic segmentation needs” GLM 4.7 FlashX · Microsegmentation · paraphrase prompt · soft negative
“Complexity overload... this tool can easily become "shelfware."” Gemini 3.5 Flash · Microsegmentation · 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 90 of the 94 answers that named Cisco Secure Workload and are not a share of its labels.
389 of the 389 domain citations in answers naming Cisco Secure Workload 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 Secure Workload'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 Secure Workload, 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 Secure Workload by email, built from the raw record of the edition. It shows: