Zero of fourteen models named Falco first on the direct prompt; two named Aqua Security. Falco was named by eleven of the fourteen models and Aqua Security by fourteen and Falco carries 39 labels and Aqua Security 59, so the shares are not directly comparable.
Named in two 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, Falco and Aqua Security were named in the same answer eighty times, of the 113 answers naming Falco and the 226 naming Aqua Security. In those answers Aqua Security took the first choice ten times and Falco seventeen.
| 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.
“Falco by itself does not connect runtime events back to the builds or images responsible, requires tuning to reduce noise and avoid false positives” Claude Haiku 4.5 · negative prompt · soft negative
“Falco (runtime)...but layer with commercial for scale/support.” Grok 4.1 Fast · scale prompt · soft negative
“Start with Trivy (for scanning vulnerabilities) and Falco (for runtime defense)” Qwen 3.7 Flash · paraphrase prompt · first choice
“Start with Kubescape + Falco (Free/Open Source), then evaluate paid upgrades” Kimi K2 · paraphrase prompt · first choice
“For the tightest budget, Trivy or Falco are excellent free options.” 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 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.