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Data security posture management · October 2026 Edition

Varonis Data Security Platform vs Securiti

Two of fourteen models named Varonis Data Security Platform first on the direct prompt; one named Securiti. Varonis Data Security Platform was named by fourteen of the fourteen models and Securiti by eleven and Varonis Data Security Platform carries 40 labels and Securiti 16, so the shares are not directly comparable.

Varonis Data Security Platform

criticized challenger

Named in three categories this edition.

Securiti

accepted challenger

Named in two categories this edition.

First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate28%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#8A position in a field of 12; printed, not drawn.
Labels4016A 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 twelve of the fourteen direct answers. Microsoft Purview vs Varonis Data Security Platform · Microsoft Purview vs Securiti · Sentra 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
Direct21
Paraphrase002 against Varonis Data Security Platform
Comparative101 against Varonis Data Security Platform
Budget-constrained004 against Varonis Data Security Platform
Scale-constrained00
Negative004 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 October 2026 Edition, Varonis Data Security Platform and Securiti were named in the same answer forty-eight times, of the 211 answers naming Varonis Data Security Platform and the 61 naming Securiti. In those answers Securiti took the first choice two times and Varonis Data Security Platform four.

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 4.1 Fast
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.

Both were the first choice

1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.
GLM 4.7 FlashXSecuriti, Varonis Data Security Platform alternatives: Cyera, Microsoft Purview

Varonis Data Security Platform first, Securiti not the choice

1 of 14 modelsSecuriti was named in the answer but not as the choice, or not at all.
GPT-5.4 miniVaronis Data Security Platform alternatives: Microsoft Purview, Teleskope

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastSentra alternatives: Concentric AI, Cyera, Varonis Data Security Platform
Kimi K2Wiz alternatives: BigID, Varonis Data Security Platform

Neither was named

10 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Cyera alternatives: Netwrix, Normalyze, Sentra
Gemini 3.5 FlashWiz alternatives: CrowdStrike, Cyera, Proofpoint DSPM, Sentra
Perplexity SonarSentra alternatives: Concentric, Cyera, Prisma Cloud DSPM, Wiz
Mistral SmallSentra alternatives: Concentric, Cyera
DeepSeek V4 FlashSentra alternatives: Concentric AI, Cyera
Llama 4 MaverickConcentric, Cyera, Sentra
Qwen 3.7 FlashWiz alternatives: Cyera, Microsoft Defender for Cloud, Orca Security
MiniMax M2.5Cyera, Sentra alternatives: Concentric, Forcepoint DSPM, Microsoft Purview
GPT-6 LunaWiz DSPM alternatives: Cyera, Microsoft Purview, Sentra
Muse Glimmer 30BSentra alternatives: Concentric AI, Cyera

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
Securiti leads by two points.
Securiti2%#8 of 12
Varonis Data Security Platform0%#11 of 12
The full small business standing →
Mid-marketThe figures above
The order flips: Varonis Data Security Platform leads at mid-market.
Varonis Data Security Platform4%#5 of 12
Securiti2%#8 of 12
The full mid-market standing →
Enterprise
Varonis Data Security Platform leads by twenty points.
Varonis Data Security Platform22%#1 of 11
Securiti2%#5 of 11
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 six in this category shown.

“Enterprise-focused, pricing on request” Kimi K2 · budget prompt · hard negative
“Varonis is a market leader with high customer satisfaction, but it is widely cited as having a steep learning curve and complex management.” GLM 4.7 FlashX · negative prompt · soft negative
“Varonis is frequently cited as a friction point: "Hit friction and high operational costs with agent-based, connector-heavy deployment"” Muse Glimmer 30B · comparative prompt · soft negative
“Choose Varonis if you want the most established "data security platform" path and have a broader security program.” GPT-5.4 mini · direct prompt · first choice
“Need pure DSPM with modern cloud focus: Cyera, Varonis.” GPT-5.4 mini · comparative prompt · first choice
“I'd recommend starting with Securiti or Varonis” GLM 4.7 FlashX · direct 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. Three of four in this category shown.

“I'd recommend starting with Securiti or Varonis” GLM 4.7 FlashX · direct prompt · first choice
“If you need privacy compliance + broad data governance → BigID or Securiti” DeepSeek V4 Flash · comparative prompt · alternative
“Knowledge graph architecture, unified data governance, AI governance” Kimi K2 · comparative 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.