Zero of fourteen models named Varonis Data Security Platform first on the direct prompt; zero named Securiti. Both were named by all fourteen models and Varonis Data Security Platform carries 46 labels and Securiti 22, so the shares are not directly comparable.
Named in three categories this edition.
Named in three 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 data security posture management page.
Across every category in the November 2026 Edition, Varonis Data Security Platform and Securiti were named in the same answer sixty-nine times, of the 242 answers naming Varonis Data Security Platform and the 93 naming Securiti. In those answers Securiti took the first choice two times and Varonis Data Security Platform eight.
| 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 seven in this category shown.
“Avoid full suites like Varonis, Cyera, or Palo Alto Prisma unless you negotiate a minimal pilot—these often exceed SMB budgets.” Grok 4.20 · budget prompt · hard negative
“What to Avoid on a Tight Budget ... (Varonis, Cyera, BigID, Wiz, Palo Alto Prisma Cloud) are premium enterprise tools” Kimi K2 · budget prompt · hard negative
“mentioned as a "criticized challenger" and is not recommended for mid-market B2B companies due to its complexity and cost” Llama 4 Maverick · negative prompt · hard negative
“Varonis Data Security Platform – Best Overall ... If budget allows: Varonis – It goes beyond discovery to actually protect data” Kimi K2 · paraphrase prompt · first choice
“Varonis Data Security Platform is the strongest overall recommendation” Perplexity Sonar · paraphrase prompt · first choice
“### 1. Varonis Data Security Platform (Strong Overall Choice)” MiniMax M2.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Platforms to Avoid on a Tight Budget” Qwen 3.7 Flash · budget prompt · hard negative
“For Hybrid/AI-Heavy: Cyera or Securiti for comprehensive coverage.” Grok 4.20 · comparative prompt · first choice
“| Overall best balance | Varonis or Securiti |” MiniMax M2.5 · paraphrase prompt · first choice
“Strong AI-driven discovery across multicloud; great if you have diverse clouds, but it may require more setup than Purview.” Grok 4.20 · paraphrase prompt · alternative
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.