Eight of fourteen models named Sysdig Secure first on the direct prompt; two named Aqua Security. Both were named by all fourteen models and Sysdig Secure carries 60 labels and Aqua Security 59, so the shares are not directly comparable.
Named in three categories this edition.
Named in five 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 Aqua Security were named in the same answer 174 times, of the 281 answers naming Sysdig Secure and the 226 naming Aqua Security. In those answers Aqua Security took the first choice ten times and Sysdig Secure thirteen.
| 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. 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
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.