Zero of fourteen models named Kubescape first on the direct prompt; four named Sysdig Secure. Kubescape was named by ten of the fourteen models and Sysdig Secure by fourteen and Kubescape carries 18 labels and Sysdig Secure 58, so the shares are not directly comparable.
Named in three 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.
| 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. Three of four in this category shown.
“Kubescape, a CNCF incubating project, is the leading open-source Kubernetes Security Posture Management (KSPM) tool” Claude Haiku 4.5 · paraphrase prompt · first choice
“Trivy + Kubescape + Falco (all free, open-source) is the best container security "platform."” DeepSeek V4 Flash · budget prompt · first choice
“For a Kubernetes-based company with a tight budget, I'd start with Kubescape.” GPT-6 Luna · 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.