Trivy vs Snyk Open Source
Zero of fourteen models named Trivy first on the direct prompt; seven named Snyk Open Source. Trivy was named by thirteen of the fourteen models and Snyk Open Source by fourteen and Trivy carries 27 labels and Snyk Open Source 55, so the shares are not directly comparable.
Named in eight 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 software composition analysis page.
By framing
TrivyFirst choices, of fourteen modelsSnyk Open Source
Across every category in the October 2026 Edition, Trivy and Snyk Open Source were named in the same answer fifty-eight times, of the 224 answers naming Trivy and the 177 naming Snyk Open Source. In those answers Snyk Open Source took the first choice seventeen times and Trivy eighteen.
Every model, every framing
| 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 | | | | | |
Trivy Snyk Open Source first choice named as an alternative argued againstblank: not namedEach cell is one answer, Trivy on the left and Snyk Open Source on the right.The direct prompt
Snyk Open Source first, Trivy an alternative
7 of 14 modelsTrivy was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Snyk Open Source39%#1 of 14Trivy18%#2 of 14Trivy31%#1 of 17Snyk Open Source16%#2 of 17What the models said about Trivy
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“free options like Trivy being the best zero-budget choice but typically requiring more tuning than commercial offerings” Muse Glimmer 30B · negative prompt · soft negative
“Trivy disclosed a 2026 compromise involving a malicious release and GitHub Action tags, so pin and verify the tooling” GPT-6 Luna · paraphrase prompt · soft negative
“I'd recommend Trivy (from Aqua Security) as the top open-source dependency vulnerability scanner for a mid-sized B2B company.” Grok 4.20 · paraphrase prompt · first choice
What the models said about Snyk Open Source
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“enterprise buyers often cite "unpredictable ballooning costs"... some procurement models recommend avoiding it if strict cost-prediction budgets are required” Qwen 3.7 Flash · negative prompt · soft negative
“Snyk is proprietary software. A mid-sized B2B company might prefer Trivy or Dependency-Check to avoid vendor lock-in and licensing costs” GLM 4.7 FlashX · paraphrase prompt · soft negative
“limited policy flexibility, poor data quality for complex remediations, high false positives in transitives, and costs spike” Grok 4.20 · negative prompt · soft negative
“Choose Snyk if you want a seamless developer experience with early vulnerability detection and integrated security scanning.” GLM 4.7 FlashX · comparative prompt · first choice
“Choose Snyk if you have a budget and want the best developer-first integration and workflow tools.” Gemini 3.5 Flash · comparative prompt · first choice
“Start with Snyk for most mid-market B2B due to its balance, high adoption, and dev-centric design” Grok 4.20 · direct 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.