Twelve of fourteen models named Snyk Open Source first on the direct prompt; zero named OWASP Dependency-Check. Both were named by all fourteen models and Snyk Open Source carries 60 labels and OWASP Dependency-Check 37, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 software composition analysis page.
Across every category in the November 2026 Edition, Snyk Open Source and OWASP Dependency-Check were named in the same answer seventy times, of the 176 answers naming Snyk Open Source and the 106 naming OWASP Dependency-Check. In those answers OWASP Dependency-Check took the first choice eight times and Snyk Open Source twenty-two.
| 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. Six of eight in this category shown.
“tools including Snyk, GitHub Dependabot, OWASP Dependency-Check, and npm audit all failed to detect vulnerabilities in cloned or shaded components” MiniMax M2.5 · negative prompt · soft negative
“Does not protect against unknown malware or supply chain attacks like typosquatting, and lacks vulnerability prioritization” Claude Haiku 4.5 · negative prompt · soft negative
“Credit-based pricing model; SBOM generation locked behind Enterprise tier; can be expensive at scale” Kimi K2 · negative prompt · soft negative
“Snyk is built to get security out of the hands of security teams and into the IDEs of developers. It focuses heavily on speed and automation.” GLM 4.7 FlashX · comparative prompt · first choice
“Snyk Open Source is the best overall choice due to its broad feature set, strong community support, and developer-friendly approach” Mistral Small · direct prompt · first choice
“The best software composition analysis tool for a company with a limited budget is Snyk Open Source, which offers a free plan” Llama 4 Maverick · budget 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.
“generally not recommended for modern pipelines due to high false-positive rates and slow build times” Gemini 3.5 Flash · paraphrase prompt · hard negative
“OWASP Dependency-Check as your sole scanner: It's an actively maintained project, not one I'd dismiss. But its approach relies in part on matching components to vulnerability records” GPT-6 Luna · negative prompt · soft negative
“it is commonly used with caution because it is CPE and metadata driven, has historically high false-positive rates, lacks built-in reachability / exploitability prioritization” Muse Glimmer 30B · negative prompt · soft negative
“For budget-conscious teams or open-source projects, OWASP Dependency-Check is recommended” Claude Haiku 4.5 · budget prompt · first choice
“Primary SCA: OWASP Dependency-Check (free, comprehensive scanning)” Kimi K2 · budget prompt · first choice
“I'd suggest OWASP Dependency-Check as your primary tool” Claude Haiku 4.5 · 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.