| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| SASE platforms | Network and edge | 7% | 4 of 43 | 18% | 17 | accepted challenger |
| Multi-factor authentication | Identity and access | 0% | 52 of 78 | 0% | 1 | under 10 labels · led by Cisco Duo at 42% |
| Threat intelligence platforms | Security operations | 0% | 109 of 128 | 100% | 1 | under 10 labels · led by NordStellar at 13% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 1 | 1 | 0 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“Cisco Umbrella and Cloudflare generally offer the lowest barriers to entry” Qwen 3.7 Flash · SASE · budget prompt · first choice
“The best SASE platform for a company with a limited budget is Cisco Umbrella” Llama 4 Maverick · SASE · budget prompt · first choice
“Cisco Umbrella if you need basic security at the lowest cost” MiniMax M2.5 · SASE · budget prompt · first choice
“Cheapest paid tier, simple DNS/SWG focus, easy for mid-market | Less full SASE (add-ons for SD-WAN/ZTNA raise costs)” Grok 4.1 Fast · SASE · budget 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.
“integrates multiple products with no single centralized interface to track all of them conveniently, and there are reports of issues accessing customer services” Claude Haiku 4.5 · SASE · negative prompt · soft negative
“Not a full TIP – more of a security stack, but includes threat intelligence” MiniMax M2.5 · Threat intel · budget prompt · soft negative
“more of a lower-cost security layer than a full all-in-one SASE platform” Perplexity Sonar · SASE · budget prompt · soft negative
“it's more of an SSE/security tool than a full converged SASE platform” DeepSeek V4 Flash · SASE · budget prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 25 of the 31 answers that named Cisco Umbrella and are not a share of its labels.
124 of the 124 domain citations in answers naming Cisco Umbrella came from somebody else's page.
Pages are listed as the models cited 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 Umbrella'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 Umbrella, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at cisco.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.