Wiz vs Varonis Data Security Platform
Three of fourteen models named Wiz first on the direct prompt; zero named Varonis Data Security Platform. Both were named by all fourteen models and Wiz carries 39 labels and Varonis Data Security Platform 46, so the shares are not directly comparable.
Named in seventeen 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.
By framing
WizFirst choices, of fourteen modelsVaronis Data Security Platform
Across every category in the November 2026 Edition, Wiz and Varonis Data Security Platform were named in the same answer ninety-nine times, of the 854 answers naming Wiz and the 242 naming Varonis Data Security Platform. In those answers Varonis Data Security Platform took the first choice six times and Wiz twenty-three.
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 | | | |
Wiz Varonis Data Security Platform first choice named as an alternative argued againstblank: not namedEach cell is one answer, Wiz on the left and Varonis Data Security Platform on the right.The direct prompt
Wiz first, Varonis Data Security Platform an alternative
3 of 14 modelsVaronis Data Security Platform was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
Wiz8%#2 of 11Varonis Data Security Platform0%#11 of 11Wiz10%#4 of 11Varonis Data Security Platform8%#5 of 11Varonis Data Security Platform20%#1 of 12Wiz4%#7 of 12What the models said about Wiz
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Wiz Essential starts around $24,000 ... reviewers note complex licensing and overwhelming feature sets for smaller teams” Kimi K2 · budget prompt · hard negative
What the models said about Varonis Data Security Platform
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
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.