Four of fourteen models named Sysdig Secure first on the direct prompt; one named Snyk Container. Sysdig Secure was named by fourteen of the fourteen models and Snyk Container by thirteen and Sysdig Secure carries 58 labels and Snyk Container 35, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category 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, Sysdig Secure and Snyk Container were named in the same answer 108 times, of the 284 answers naming Sysdig Secure and the 129 naming Snyk Container. In those answers Snyk Container took the first choice nineteen times and Sysdig Secure nine.
| 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 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“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
“No runtime protection — it is purely a scan-time tool requiring a separate platform for production security” Kimi K2 · comparative prompt · soft negative
“useful for image and dependency findings, but they do not by themselves detect runtime attacks” Perplexity Sonar · negative prompt · soft negative
“Top Pick: Snyk or Aikido Security ... Widely considered the gold standard for "developer-first" security.” Qwen 3.7 Flash · direct prompt · first choice
“The Most Cost-Effective Commercial Platform: Snyk ... offers the best balance of price and usability” Qwen 3.7 Flash · budget prompt · first choice
“Extremely popular with developers. Best-in-class for CI/CD integration and easy to use” Qwen 3.7 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.