Container and Kubernetes security · October 2026 Edition
Aqua Security vs Snyk Container
Two of fourteen models named Aqua Security first on the direct prompt; one named Snyk Container. Both were named by all fourteen models and Aqua Security carries 59 labels and Snyk Container 44, so the shares are not directly comparable.
Named in five categories this edition.
Named in one category this edition.
First-choice share8%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate20%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 11; printed, not drawn.
Labels5944A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Aqua Security reading right to left. Rank and label count are printed, not drawn.Sysdig Secure was named alongside these two in thirteen of the fourteen direct answers. Trivy vs Aqua Security · Trivy vs Snyk Container · Sysdig Secure vs Aqua Security
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the container and kubernetes security page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Aqua SecurityFirst choices, of fourteen modelsSnyk Container
Direct21
Paraphrase301 against Aqua Security
Comparative201 against Snyk Container
Budget-constrained017 against Aqua Security · 1 against Snyk Container
Scale-constrained01
Negative004 against Aqua Security · 2 against Snyk Container
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Aqua Security and Snyk Container were named in the same answer 105 times, of the 226 answers naming Aqua Security and the 125 naming Snyk Container. In those answers Snyk Container took the first choice twenty-two times and Aqua Security thirteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Aqua Security and Snyk Container stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | | | ||
| Grok 4.1 Fast | | | | | | |
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | | | | |
Aqua Security Snyk Container first choice named as an alternative argued againstblank: not namedEach cell is one answer, Aqua Security on the left and Snyk Container on the right.The direct prompt
The plain question, one answer per model, grouped by where Aqua Security and Snyk Container stood in it.
Aqua Security first, Snyk Container an alternative
2 of 14 modelsSnyk Container was named in the answer but not as the choice, or not at all.Kimi K2Aqua Security, Sysdig Secure alternatives: Red Hat Advanced Cluster Security for Kubernetes, Snyk Container
Muse Glimmer 30BAqua Security, Sysdig Secure alternatives: Aikido Security, Orca Security, Prisma Cloud, Snyk Container, Wiz
Snyk Container first, Aqua Security an alternative
1 of 14 modelsAqua Security was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashSnyk Container, Wiz alternatives: Aqua Security, Sysdig Secure
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashOrca Security, Wiz alternatives: Snyk Container, Sysdig Secure, Upwind
Perplexity SonarWiz alternatives: Aqua Security, Prisma Cloud, Snyk Container, Sysdig Secure
Grok 4.1 FastWiz alternatives: Aqua Security, Orca Security, Sysdig Secure
Mistral SmallSysdig Secure alternatives: Aqua Security, Red Hat Advanced Cluster Security for Kubernetes, Snyk Container, Uptycs
DeepSeek V4 FlashSysdig Secure alternatives: Aqua Security, Red Hat Advanced Cluster Security for Kubernetes, Snyk Container, Trivy, Wiz
Llama 4 MaverickSysdig Secure alternatives: Aqua Security, Red Hat Advanced Cluster Security for Kubernetes, Snyk Container, Uptycs
GLM 4.7 FlashXSysdig Secure alternatives: Aqua Security, Orca Security, Prisma Cloud
GPT-6 LunaSysdig Secure alternatives: Prisma Cloud, Snyk Container
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
GPT-5.4 miniSysdig Secure alternatives: Wiz
MiniMax M2.5Orca Security, Wiz alternatives: Sysdig Secure
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Snyk Container leads by eighteen points.
Snyk Container19%#2 of 14Aqua Security1%#11 of 14Mid-marketThe figures above
The order flips: Aqua Security leads at mid-market.
Aqua Security8%#5 of 11Snyk Container5%#7 of 11Enterprise
Aqua Security leads by eighteen points.
Aqua Security22%#3 of 10Snyk Container4%#5 of 10What the models said about Aqua Security
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“In March 2026 Aqua Security’s Trivy open source vulnerability scanner was compromised in a multi-stage supply chain attack.” Muse Glimmer 30B · negative prompt · soft negative
“Complex initial setup — deployment can be challenging... High pricing — can become expensive at scale” Kimi K2 · negative prompt · soft negative
“Full lifecycle CNAPP for containers. "Aqua Security secures containerized applications across the full lifecycle, from CI/CD pipeline through production runtime."” Muse Glimmer 30B · comparative prompt · first choice
“I would recommend Sysdig or Aqua Security as your Kubernetes security tool” Mistral Small · paraphrase prompt · first choice
“I'd recommend Aqua Security as your primary Kubernetes security platform” GLM 4.7 FlashX · paraphrase prompt · first choice
What the models said about Snyk Container
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Less focus on runtime protection and Kubernetes posture; more of a scanning/shift-left tool than a full lifecycle security platform” DeepSeek V4 Flash · comparative prompt · soft negative
“a governance/trust signal for teams that are sensitive to how a vendor handles public research” Muse Glimmer 30B · negative prompt · soft negative
“as a *container security platform* it's a compromise ... Snyk is not the right primary tool.” DeepSeek V4 Flash · negative prompt · soft negative
“Snyk is usually the strongest "best value" starting point for container security” GPT-5.4 mini · budget prompt · first choice
“Snyk: Developer-first; excels in CI/CD, fix guidance. Great for mid-market.” Grok 4.1 Fast · scale prompt · first choice
“Choose Snyk if your bottleneck is developers introducing vulnerable code.” Qwen 3.7 Flash · direct prompt · first choice
Also compared
Trivy vs Aqua SecurityTrivy vs Snyk ContainerSysdig Secure vs Aqua SecuritySysdig Secure vs Snyk ContainerFalco vs Aqua SecurityFalco vs Snyk ContainerKubescape vs Aqua SecurityKubescape vs Snyk ContainerAqua Security vs WizAqua Security vs Orca SecurityWiz vs Snyk ContainerSnyk Container vs Orca SecurityAll twenty-eight head-to-head pages and the full container security standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.