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Data security posture management · November 2026 Edition

Varonis Data Security Platform vs Securiti

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.

Varonis Data Security Platform

criticized challenger

Named in three categories this edition.

Securiti

accepted challenger

Named in three categories this edition.

First-choice share8%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate39%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 11; printed, not drawn.
Labels4622A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Varonis Data Security Platform reading right to left. Rank and label count are printed, not drawn.Cyera was named alongside these two in eleven of the fourteen direct answers. Microsoft Purview vs Varonis Data Security Platform · Microsoft Purview vs Securiti · Cyera vs Varonis Data Security Platform

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

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Varonis Data Security PlatformFirst choices, of fourteen modelsSecuriti
Direct002 against Varonis Data Security Platform
Paraphrase313 against Varonis Data Security Platform
Comparative01
Budget-constrained006 against Varonis Data Security Platform · 1 against Securiti
Scale-constrained10
Negative007 against Varonis Data Security Platform
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

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.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Varonis Data Security Platform and Securiti stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Varonis Data Security Platform Securiti first choice named as an alternative argued againstblank: not namedEach cell is one answer, Varonis Data Security Platform on the left and Securiti on the right.

The direct prompt

The plain question, one answer per model, grouped by where Varonis Data Security Platform and Securiti stood in it.

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Perplexity SonarCyera alternatives: BigID, Microsoft Purview, Sentra, Varonis Data Security Platform
Grok 4.20Wiz alternatives: Cyera DSPM, Securiti, Sentra
Mistral SmallCyera, Wiz alternatives: Microsoft Defender for Cloud, Varonis Data Security Platform
DeepSeek V4 FlashCyera alternatives: Securiti, Sentra, Wiz
Llama 4 Maverickno first choice alternatives: Cyera, Varonis Data Security Platform, Wiz
Qwen 3.7 FlashMicrosoft Purview alternatives: Cyera, Securiti, Upwind
GLM 4.7 FlashXCyera, Wiz alternatives: BigID, Microsoft Purview, Varonis Data Security Platform

Neither was named

7 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Sentra alternatives: Cyera, Netwrix
GPT-5.4 miniSentra alternatives: BigID, Rubrik, Tenable
Gemini 3.5 FlashCyera alternatives: Concentric AI, Sentra, Wiz
Kimi K2Sentra alternatives: BigID, Cyera, Orca Security, Wiz
MiniMax M2.5Microsoft Purview alternatives: Sentra
GPT-6 LunaCyera alternatives: BigID, Microsoft Purview, Wiz
Muse Glimmer 30BCyera, Sentra alternatives: Wiz DSPM

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Varonis Data Security Platform0%#11 of 11
Securiti0%#8 of 11
The full small business standing →
Mid-marketThe figures above
Varonis Data Security Platform leads by six points.
Varonis Data Security Platform8%#5 of 11
Securiti2%#7 of 11
The full mid-market standing →
Enterprise
Varonis Data Security Platform leads by twenty points.
Varonis Data Security Platform20%#1 of 12
Securiti0%#10 of 12
The full enterprise standing →

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

What the models said about Securiti

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
Also compared

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.