Palo Alto Networks · 12 categories · RankedPalo Alto Networks Cortex Cloud
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Internal developer portals | Developer platform | 8% | 3 of 52 | 11% | 47 | accepted challenger | |
| Cloud-native application protection | Cloud and infrastructure | 0% | 63 of 70 | 37% | 19 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Cloud security posture management | Cloud and infrastructure | 0% | 22 of 80 | 0% | 3 | under 10 labels · led by Wiz at 37% | newNew since September 2026: not ranked then, 0% now. |
| Data security posture management | Security operations | 0% | 54 of 105 | 33% | 3 | under 10 labels · led by Microsoft Purview at 18% | |
| Telemetry pipelines | IT operations and endpoint | 0% | 47 of 124 | 0% | 2 | under 10 labels · led by OpenTelemetry Collector at 37% | |
| Time series databases | Data platform | 0% | 21 of 66 | 0% | 2 | under 10 labels · led by TimescaleDB at 63% | |
| Application security posture management | Developer platform | 0% | 39 of 70 | 0% | 1 | under 10 labels · led by Aikido Security at 37% | |
| Container and Kubernetes security | Cloud and infrastructure | 0% | 60 of 77 | 0% | 1 | under 10 labels · led by Trivy at 22% | |
| Digital employee experience | IT operations and endpoint | 0% | 97 of 219 | 0% | 1 | under 10 labels · led by ControlUp at 13% | |
| Infrastructure monitoring | IT operations and endpoint | 0% | 50 of 79 | 0% | 1 | under 10 labels · led by Datadog at 28% | newNew since September 2026: not ranked then, 0% now. |
| Observability platforms | IT operations and endpoint | 0% | 56 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% | 73 of 95 | 0% | 1 | under 10 labels · led by Wing Security at 30% |
Movement
By model
How each model treated Palo Alto Networks Cortex Cloud across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 3 | 2 | 1 | 7 |
| Gemini 3.5 Flash | 1 | 4 | 0 | 3 | 8 |
| Perplexity Sonar | 0 | 3 | 1 | 0 | 4 |
| Grok 4.20 | 0 | 6 | 3 | 0 | 9 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 1 | 3 | 2 | 3 | 9 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 3 | 2 | 2 | 7 |
| Kimi K2 | 0 | 3 | 2 | 2 | 7 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 2 | 6 |
| MiniMax M2.5 | 0 | 2 | 2 | 0 | 4 |
| GPT-6 Luna | 0 | 6 | 2 | 0 | 8 |
| Muse Glimmer 30B | 0 | 3 | 4 | 0 | 7 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Cortex: Exceptional for governance and scorecards... Cortex is a market leader with polished reporting and initiative tracking.” Gemini 3.5 Flash · Developer portals · scale prompt · first choice
“Cortex is a microservices-focused platform that offers a range of features, but its pricing is not explicitly stated.” Llama 4 Maverick · Developer portals · budget prompt · first choice
“My default recommendation: Cortex if you want a managed SaaS portal that's opinionated, quick to roll out” GPT-5.4 mini · Developer portals · direct prompt · first choice
“you likely want a managed SaaS portal (Port, OpsLevel, or Cortex)” DeepSeek V4 Flash · Developer portals · scale prompt · first choice
And against it
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 if you have small engineering teams... the tool can become unmanageable and produce excessive false positives.” Qwen 3.7 Flash · CNAPP · negative prompt · hard negative
“Avoid These for Mid-Market (For Now) ... configuration is notoriously complex, operational overhead is high” Gemini 3.5 Flash · CNAPP · direct prompt · hard negative
“Users often report console performance degradation at massive enterprise scales and a fragmented, steep learning curve as a result of this stitched-together architecture.” Gemini 3.5 Flash · CNAPP · negative prompt · soft negative
“No public pricing (sales-led), so harder to budget for — generally not ideal if budget transparency matters.” DeepSeek V4 Flash · Developer portals · budget prompt · soft negative
Named alongside
The products named in the same answers as Palo Alto Networks Cortex Cloud, over the 239 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Palo Alto Networks Cortex Cloud was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 227 of the 239 answers that named Palo Alto Networks Cortex Cloud and are not a share of its labels.
Domains cited
602 of the 602 domain citations in answers naming Palo Alto Networks Cortex Cloud came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Palo Alto Networks Cortex Cloud stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 390 a month (“palo alto networks cortex cloud”)
- AI search demand for its name, est.
- 0 a month
- Its own site
- It sits on Palo Alto Networks's site (paloaltonetworks.com), so there are no site figures for it alone
In answers
This edition- First choices
- 14 across its categories
- Named in
- 239 answers
- Its own site cited
- in 227 of the answers that named it
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.
Names read as Palo Alto Networks Cortex Cloud
Follow Palo Alto Networks Cortex Cloud
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.
The company
Palo Alto Networks is the company behind Palo Alto Networks Cortex Cloud.ShowHide
The company
On record
Company recordsIn its own words
Stated by the vendor, not checked- Positioning
- Cloud to SOC security to protect applications, data and AI models across multicloud and hybrid environments—leveraging unified data and full context for real-time
- For
- AppSec teams
- Certifications
- FedRAMP HighModerate authorizationSOC2 Type IIFIPS 140-2FedRAMPGovRAMP
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, hosting, customers
What Palo Alto Networks Cortex Cloud's own pages state, read October 5, 2026: paloaltonetworks.com/cortex/cloud, paloaltonetworks.com/cortex/cloud-detection-and-response, paloaltonetworks.com/cortex/cloud/demo, paloaltonetworks.com/cortex/cloud/research, paloaltonetworks.com/cortex/cloud/government. A claimed page can correct any of them.
Claim this page
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 Palo Alto Networks Cortex Cloud'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 Palo Alto Networks Cortex Cloud, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Palo Alto Networks Cortex Cloud by email, built from the raw record of the edition. It shows:
- where Palo Alto Networks Cortex Cloud is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Palo Alto Networks Cortex Cloud, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.
Badges
Wins only: a badge exists where Palo Alto Networks Cortex Cloud is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.ShowHide
Badges
Palo Alto Networks Cortex Cloud is among the products AI models recommend first in Internal developer portals 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.