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Container and Kubernetes security · November 2026 Edition

Snyk Container vs Aqua Security

One of fourteen models named Snyk Container first on the direct prompt; one named Aqua Security. Snyk Container was named by thirteen of the fourteen models and Aqua Security by fourteen and Snyk Container carries 35 labels and Aqua Security 49, so the shares are not directly comparable.

Snyk Container

accepted challenger

Named in one category this edition.

Aqua Security

accepted challenger

Named in six categories this edition.

First-choice share6%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%20%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 14; printed, not drawn.
Labels3549A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Snyk Container reading right to left. Rank and label count are printed, not drawn.Sysdig Secure was named alongside these two in fourteen of the fourteen direct answers. Trivy vs Snyk Container · Trivy vs Aqua Security · Falco vs Snyk Container

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.
Snyk ContainerFirst choices, of fourteen modelsAqua Security
Direct111 against Aqua Security
Paraphrase001 against Aqua Security
Comparative021 against Snyk Container
Budget-constrained101 against Snyk Container · 4 against Aqua Security
Scale-constrained211 against Snyk Container
Negative001 against Snyk Container · 4 against Aqua Security
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 November 2026 Edition, Snyk Container and Aqua Security were named in the same answer ninety-nine times, of the 129 answers naming Snyk Container and the 244 naming Aqua Security. In those answers Aqua Security took the first choice eight times and Snyk Container fifteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Snyk Container and Aqua Security stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
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
Snyk Container Aqua Security first choice named as an alternative argued againstblank: not namedEach cell is one answer, Snyk Container on the left and Aqua Security on the right.

The direct prompt

The plain question, one answer per model, grouped by where Snyk Container and Aqua Security stood in it.

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 FlashAikido Security, Snyk Container alternatives: Aqua Security, Mend.io, Sysdig Secure

Aqua Security first, Snyk Container not the choice

1 of 14 modelsSnyk Container was named in the answer but not as the choice, or not at all.
Muse Glimmer 30BAqua Security, Sysdig Secure alternatives: Microsoft Defender for Containers

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Aikido Security alternatives: Aqua Security, Sysdig Secure
GPT-5.4 miniSysdig Secure alternatives: Aqua Security, Wiz
Gemini 3.5 FlashWiz alternatives: Aqua Security, CrowdStrike Falcon Cloud Security, Datadog Cloud Security, Sysdig Secure
Perplexity SonarAikido Security alternatives: Snyk Container, Sysdig Secure
Grok 4.20Wiz alternatives: Aqua Security, Sysdig Secure
DeepSeek V4 FlashSysdig Secure alternatives: Aqua Security
GLM 4.7 FlashXMend.io alternatives: Snyk Container, Sysdig Secure, Wiz

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
Mistral SmallUpwind alternatives: Datadog Cloud Security Management, Sysdig Secure, Wiz
Llama 4 MaverickTrivy alternatives: Falco, Mend.io, Sysdig Secure
Kimi K2Aikido Security alternatives: Microsoft Defender for Containers, Sysdig Secure, Wiz
MiniMax M2.5Mend.io alternatives: Aikido Security, Sysdig Secure, Wiz
GPT-6 LunaSysdig Secure alternatives: Microsoft Defender for Containers, Wiz

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 ten points.
Snyk Container10%#4 of 14
Aqua Security0%#13 of 14
The full small business standing →
Mid-marketThe figures above
Snyk Container leads by three points.
Snyk Container6%#7 of 14
Aqua Security3%#8 of 14
The full mid-market standing →
Enterprise
The order flips: Aqua Security leads at enterprise.
Aqua Security14%#4 of 12
Snyk Container4%#5 of 12
The full enterprise standing →

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.

“Developer-friendly for scanning/shift-left, but may need pairing with a runtime tool like Falco for full coverage.” Grok 4.20 · scale prompt · soft negative
“No runtime protection — it is purely a scan-time tool requiring a separate platform for production security” Kimi K2 · comparative prompt · soft negative
“useful for image and dependency findings, but they do not by themselves detect runtime attacks” Perplexity Sonar · negative prompt · soft negative
“Top Pick: Snyk or Aikido Security ... Widely considered the gold standard for "developer-first" security.” Qwen 3.7 Flash · direct prompt · first choice
“The Most Cost-Effective Commercial Platform: Snyk ... offers the best balance of price and usability” Qwen 3.7 Flash · budget prompt · first choice
“Extremely popular with developers. Best-in-class for CI/CD integration and easy to use” Qwen 3.7 Flash · scale prompt · first choice

What the models said about Aqua Security

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Avoid starting with Prisma Cloud, Aqua, or Sysdig” Perplexity Sonar · budget prompt · hard negative
“Aqua is a pioneer in container security, covering every layer from developer CI/CD scanning ... to real-time runtime prevention using eBPF sensors.” Gemini 3.5 Flash · comparative prompt · first choice
“two container-first platforms that are repeatedly called out as the best-fit size for mid-market: Aqua Security” Muse Glimmer 30B · direct prompt · first choice
“I'd short-list Sysdig and Aqua if you run significant K8s and need runtime protection” DeepSeek V4 Flash · scale prompt · first choice
Also compared

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.