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Data loss prevention · October 2026 Edition

Nightfall AI vs Netwrix Endpoint Protector

One of fourteen models named Nightfall AI first on the direct prompt; zero named Netwrix Endpoint Protector. Nightfall AI was named by eleven of the fourteen models and Netwrix Endpoint Protector by nine and Nightfall AI carries 24 labels and Netwrix Endpoint Protector 14, so the shares are not directly comparable.

Nightfall AI

accepted challenger

Named in four categories this edition.

Netwrix Endpoint Protector

accepted challenger

Named in two categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 15; printed, not drawn.
Labels2414A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Nightfall AI reading right to left. Rank and label count are printed, not drawn.Microsoft Purview DLP was named alongside these two in nine of the fourteen direct answers. Microsoft Purview DLP vs Nightfall AI · Microsoft Purview DLP vs Netwrix Endpoint Protector · Safetica vs Nightfall AI

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 loss prevention page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Nightfall AIFirst choices, of fourteen modelsNetwrix Endpoint Protector
Direct10
Paraphrase00
Comparative00
Budget-constrained01
Scale-constrained00
Negative001 against Nightfall AI
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, Nightfall AI and Netwrix Endpoint Protector were named in the same answer forty-four times, of the 112 answers naming Nightfall AI and the 58 naming Netwrix Endpoint Protector. In those answers Netwrix Endpoint Protector took the first choice zero times and Nightfall AI seven.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Nightfall AI and Netwrix Endpoint Protector 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
Nightfall AI Netwrix Endpoint Protector first choice named as an alternative argued againstblank: not namedEach cell is one answer, Nightfall AI on the left and Netwrix Endpoint Protector on the right.

The direct prompt

The plain question, one answer per model, grouped by where Nightfall AI and Netwrix Endpoint Protector stood in it.

Nightfall AI first, Netwrix Endpoint Protector not the choice

1 of 14 modelsNetwrix Endpoint Protector was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashNightfall AI alternatives: Cyberhaven, Microsoft Purview DLP, Safetica

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.
Perplexity SonarMicrosoft Purview DLP, Strac alternatives: Forcepoint DLP, Nightfall AI, Varonis Data Security Platform
Grok 4.1 FastMicrosoft Purview DLP alternatives: CurrentWare, Forcepoint DLP, Netwrix Endpoint Protector
Mistral SmallNetskope DLP alternatives: CurrentWare, Microsoft Purview DLP, Nightfall AI, Safetica, Zscaler Internet Access
DeepSeek V4 FlashNetskope DLP alternatives: Fortra DLP, Next DLP, Nightfall AI
Kimi K2Microsoft Purview DLP alternatives: CurrentWare, Forcepoint DLP, Netwrix Endpoint Protector, Proofpoint Enterprise DLP, miniOrange DLP
GLM 4.7 FlashXMicrosoft Purview DLP alternatives: CrowdStrike Falcon Data Protection, Forcepoint DLP, Netwrix Endpoint Protector, Nightfall AI, Proofpoint Enterprise DLP

Neither was named

7 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Microsoft Purview DLP, Safetica
GPT-5.4 miniMicrosoft Purview DLP alternatives: Forcepoint DLP, Netskope DLP
Llama 4 Maverickno first choice
Qwen 3.7 FlashNetwrix 1Secure alternatives: Forcepoint DLP, Varonis Data Security Platform
MiniMax M2.5Next DLP
GPT-6 LunaMicrosoft Purview DLP alternatives: Google's native protections for Workspace and Google Cloud, Netskope One
Muse Glimmer 30BSafetica, Safetica ONE alternatives: CurrentWare, Zscaler Internet Access, miniOrange DLP

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
Nightfall AI leads by seven points.
Nightfall AI9%#4 of 11
Netwrix Endpoint Protector2%#7 of 11
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Nightfall AI2%#5 of 15
Netwrix Endpoint Protector2%#7 of 15
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Nightfall AI0%#9 of 11
Netwrix Endpoint Protector0%#– of 11
The full enterprise standing →

What the models said about Nightfall AI

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.

“Nightfall AI in the cited review, which is noted as having "no network DLP,"” Perplexity Sonar · negative prompt · soft negative
“Best for SaaS, Cloud Collaboration & GenAI Security: Nightfall AI ... Nightfall is an industry leader.” Gemini 3.5 Flash · direct prompt · first choice
“primarily focuses on providing cloud data loss prevention for generative AI tools, custom applications and Software as a Service applications” Muse Glimmer 30B · comparative prompt · alternative
“Nightfall AI is a cloud-native DLP platform that uses machine learning to protect sensitive data across SaaS applications” Claude Haiku 4.5 · comparative prompt · alternative

What the models said about Netwrix Endpoint Protector

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“or Endpoint Protector's free version, then scaling up as needs grow” MiniMax M2.5 · budget prompt · first choice
“CurrentWare, Safetica, Nightfall AI, and Netwrix Endpoint Protector are more realistic than heavy enterprise platforms.” Muse Glimmer 30B · budget prompt · alternative
“Endpoint Protector specializes in device-level DLP with strong control over USB ports, external storage, and printers” Claude Haiku 4.5 · 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.