| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Container and Kubernetes security | Cloud and infrastructure | 8% | 5 of 77 | 20% | 59 | accepted challenger | ▼−12Since September 2026: 18% → 6%, −12 points. Past the 11-point floor: movement. Read over the models both editions asked. |
| Cloud-native application protection | Cloud and infrastructure | 4% | 5 of 70 | 17% | 12 | accepted challenger | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Cloud security posture management | Cloud and infrastructure | 0% | 24 of 80 | 29% | 7 | under 10 labels · led by Wiz at 37% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Data security posture management | Security operations | 0% | 91 of 105 | 100% | 1 | under 10 labels · led by Microsoft Purview at 18% | |
| Software composition analysis | Developer platform | 0% | 36 of 50 | 0% | 1 | under 10 labels · led by Trivy at 31% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Container security | 18% | 6% | ▼−12Since September 2026: 18% → 6%, −12 points. Past the 11-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 2 → 5 of 77 |
| CNAPP | 0% | 5% | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 14 → 5 of 70 |
| CSPM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 21 → 24 of 80 |
| DSPM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 91 of 105, unchanged |
| SCA | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 36 of 50, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 1 | 2 | 6 |
| GPT-5.4 mini | 0 | 3 | 2 | 2 | 7 |
| Gemini 3.5 Flash | 0 | 1 | 2 | 0 | 3 |
| Perplexity Sonar | 0 | 3 | 2 | 1 | 6 |
| Grok 4.20 | 1 | 2 | 1 | 4 | 8 |
| Mistral Small | 1 | 2 | 4 | 0 | 7 |
| DeepSeek V4 Flash | 0 | 2 | 4 | 2 | 8 |
| Llama 4 Maverick | 2 | 1 | 2 | 0 | 5 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 1 | 4 |
| Kimi K2 | 1 | 4 | 0 | 1 | 6 |
| GLM 4.7 FlashX | 1 | 4 | 0 | 1 | 6 |
| MiniMax M2.5 | 1 | 1 | 2 | 1 | 5 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 3 | 2 | 1 | 2 | 8 |
Verbatim evidence the judge attached to positive labels.
“Full lifecycle CNAPP for containers. "Aqua Security secures containerized applications across the full lifecycle, from CI/CD pipeline through production runtime."” Muse Glimmer 30B · Container security · comparative prompt · first choice
“Aqua Security - a CNAPP that secures containerized and cloud-native applications from development through runtime.” Llama 4 Maverick · CNAPP · paraphrase prompt · first choice
“I would recommend Sysdig or Aqua Security as your Kubernetes security tool” Mistral Small · Container security · paraphrase prompt · first choice
“I'd recommend Aqua Security as your primary Kubernetes security platform” GLM 4.7 FlashX · Container security · paraphrase 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.
“CSPM feels secondary to its container-security core, and the UI leans technical, which can be a hurdle for GRC stakeholders” Claude Haiku 4.5 · CSPM · negative prompt · soft negative
“In March 2026 Aqua Security’s Trivy open source vulnerability scanner was compromised in a multi-stage supply chain attack.” Muse Glimmer 30B · Container security · negative prompt · soft negative
“Complex initial setup — deployment can be challenging... High pricing — can become expensive at scale” Kimi K2 · Container security · negative prompt · soft negative
“such as Orca Security and Aqua Security provide basic features but leave significant gaps in coverage” Claude Haiku 4.5 · DSPM · 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 226 answers that named Aqua Security and are not a share of its labels.
737 of the 737 domain citations in answers naming Aqua Security 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.
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 Aqua Security's own pages state, read September 28, 2026: blog.aquasec.com/aqua-aws-security-hub, blog.aquasec.com/top-5-aqua-security-blogs, blog.aquasec.com/aqua-security-cco-sharon-eilon, blog.aquasec.com/aqua-cspm-google-cloud-security, blog.aquasec.com/aqua-security-splunk-integration. 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 Aqua Security'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 Aqua Security, 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 Aqua Security by email, built from the raw record of the edition. It shows: