Eight of fourteen models named Sysdig Secure first on the direct prompt; zero named Kubescape. Sysdig Secure was named by fourteen of the fourteen models and Kubescape by eleven and Sysdig Secure carries 60 labels and Kubescape 27, 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.
Across every category in the October 2026 Edition, Sysdig Secure and Kubescape were named in the same answer forty-five times, of the 281 answers naming Sysdig Secure and the 76 naming Kubescape. In those answers Kubescape took the first choice fourteen times and Sysdig Secure three.
| 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 |
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.
“start at higher costs (~$10k+/year for small clusters) with sales cycles... overkill if budget-conscious” Grok 4.1 Fast · paraphrase prompt · soft negative
“Caution level: Moderate (but conditional) ... it's not a "set and forget" tool.” DeepSeek V4 Flash · negative prompt · soft negative
“I would recommend Sysdig if you want the best balance of runtime protection, Kubernetes-native visibility, and scalability” Perplexity Sonar · paraphrase prompt · first choice
“Choose Sysdig or Upwind if you run complex Kubernetes environments and are deeply concerned with active runtime threats” Gemini 3.5 Flash · comparative prompt · first choice
“Sysdig is repeatedly called out as best for container-first mid-market and enterprise and for K8s runtime.” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend starting with Kubescape (now part of ARMO Platform), paired with Falco for runtime detection” Grok 4.1 Fast · paraphrase prompt · first choice
“use the open-source floor with Kubescape for posture, Calico for network policy, and Falco for runtime” Claude Haiku 4.5 · paraphrase prompt · first choice
“My default pick: Kubescape, using its CLI in CI and Operator for continuous cluster monitoring.” GPT-6 Luna · paraphrase 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.