One of fourteen models named Trivy first on the direct prompt; four named Sysdig Secure. Both were named by all fourteen models and Trivy carries 51 labels and Sysdig Secure 58, so the shares are not directly comparable.
Named in nine categories this edition.
Named in four categories this edition.
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.
Across every category in the November 2026 Edition, Trivy and Sysdig Secure were named in the same answer 108 times, of the 284 answers naming Trivy and the 284 naming Sysdig Secure. In those answers Sysdig Secure took the first choice twelve times and Trivy thirty-five.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid for most mid-market cases: Pure open-source like Trivy alone (great scanner but lacks platform features)” Grok 4.20 · direct prompt · hard negative
“Tools such as Trivy, Grype, and Snyk Container are useful for image and dependency findings, but they do not by themselves detect runtime attacks” Perplexity Sonar · negative prompt · soft negative
“Snyk or Trivy (with add-ons): 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
“Choose Open Source (Trivy/Falco) if you have DevOps engineers who enjoy building internal tooling and want zero vendor lock-in.” Qwen 3.7 Flash · budget prompt · first choice
“Trivy plus Falco covers scanning and runtime at zero licence cost... best for cost-conscious teams that own their pipelines” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid these for limited budgets: Enterprise platforms like ... Sysdig Secure” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid starting with Prisma Cloud, Aqua, or Sysdig” Perplexity Sonar · budget prompt · hard negative
“For Deep Kubernetes Threat Detection & Runtime Control: Select Sysdig or Aqua Security.” Gemini 3.5 Flash · comparative prompt · first choice
“If runtime detection is your #1 concern → Sysdig (deepest runtime intelligence and forensics).” DeepSeek V4 Flash · comparative 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
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.