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Index › IT › Security operations › DLP › Safetica ONE vs Nightfall AI
Data loss prevention · November 2026 Edition

Safetica ONE vs Nightfall AI

Two of fourteen models named Safetica ONE first on the direct prompt; zero named Nightfall AI. Safetica ONE was named by fourteen of the fourteen models and Nightfall AI by thirteen and Safetica ONE carries 32 labels and Nightfall AI 28, so the shares are not directly comparable.

Safetica ONE

accepted challenger

Named in one category this edition.

Nightfall AI

accepted challenger

Named in four categories this edition.

First-choice share14%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 15; printed, not drawn.
Labels3228A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Safetica ONE reading right to left. Rank and label count are printed, not drawn.Microsoft Purview DLP was named alongside these two in thirteen of the fourteen direct answers. Microsoft Purview DLP vs Safetica ONE · Microsoft Purview DLP vs Nightfall AI · Safetica ONE vs Teramind DLP

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.
Safetica ONEFirst choices, of fourteen modelsNightfall AI
Direct201 against Nightfall AI
Paraphrase41
Comparative00
Budget-constrained21
Scale-constrained01
Negative001 against Safetica ONE
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, Safetica ONE and Nightfall AI were named in the same answer forty-five times, of the 89 answers naming Safetica ONE and the 132 naming Nightfall AI. In those answers Nightfall AI took the first choice nine times and Safetica ONE eight.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Safetica ONE and Nightfall AI stood in it.
ModelDirectSOParaphraseSOComparativeSOBudget-constrainedSOScale-constrainedSONegativeSO
Claude Haiku 4.5SOSO
GPT-5.4 miniSO
Gemini 3.5 FlashSO
Perplexity SonarSOSOSOSOSO
Grok 4.20SOSOSO
Mistral SmallSOSOSO
DeepSeek V4 FlashSOSOSOSO
Llama 4 MaverickSOSO
Qwen 3.7 FlashSO
Kimi K2SO
GLM 4.7 FlashXSO
MiniMax M2.5
GPT-6 LunaSO
Muse Glimmer 30BSO
SO Safetica ONE Nightfall AISO first choiceSO named as an alternativeSO argued againstblank: not namedEach cell is one answer, Safetica ONE on the left and Nightfall AI on the right.

The direct prompt

The plain question, one answer per model, grouped by where Safetica ONE and Nightfall AI stood in it.

Safetica ONE first, Nightfall AI an alternative

2 of 14 modelsNightfall AI was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Safetica ONE alternatives: Kitecyber, Microsoft Purview DLP, Netwrix Endpoint Protector
Qwen 3.7 FlashSafetica ONE alternatives: DoControl, Forcepoint DLP, Microsoft Purview DLP, Nightfall AI

Neither was the first choice, one was named

10 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashMicrosoft Purview DLP alternatives: Cyberhaven, Netskope Next-Gen DLP, Netwrix Endpoint Protector, Nightfall AI, Strac
Perplexity SonarMicrosoft Purview DLP alternatives: CurrentWare, Nightfall AI, Safetica ONE, Strac
Grok 4.20Microsoft Purview DLP alternatives: Nightfall AI, Safetica ONE
Mistral SmallMicrosoft Purview DLP alternatives: CurrentWare, Safetica ONE
DeepSeek V4 FlashMicrosoft Purview DLP alternatives: Cyberhaven, Forcepoint DLP, Proofpoint Enterprise DLP, Safetica ONE
Llama 4 MaverickMicrosoft Purview DLP alternatives: Check Point DLP, Forcepoint DLP, Safetica ONE
Kimi K2Next DLP alternatives: Microsoft Purview DLP, Safetica ONE
GLM 4.7 FlashXMicrosoft Purview DLP alternatives: Forcepoint DLP, Safetica ONE
MiniMax M2.5Microsoft Purview DLP alternatives: Cyberhaven, Nightfall AI
GPT-6 LunaMicrosoft Purview DLP alternatives: Netskope DLP, Nightfall AI

Neither was named

2 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniMicrosoft Purview DLP alternatives: Forcepoint DLP, Netskope DLP
Muse Glimmer 30Bno first choice

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 two points.
Nightfall AI17%#2 of 14
Safetica ONE15%#3 of 14
The full small business standing →
Mid-marketThe figures above
The order flips: Safetica ONE leads at mid-market.
Safetica ONE14%#2 of 15
Nightfall AI5%#4 of 15
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Safetica ONE0%#– of 13
Nightfall AI0%#10 of 13
The full enterprise standing →

What the models said about Safetica ONE

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

“Treat cautiously if independent buyer feedback matters; recent aggregated practitioner sentiment was mixed or negative” Perplexity Sonar · negative prompt · soft negative
“For independent SMB solutions, Kickidler or Safetica provide strong, affordable protection with device control capabilities.” Claude Haiku 4.5 · budget prompt · first choice
“Best Overall for Mid-Market: Safetica ... frequently cited as the top choice for the mid-market” Qwen 3.7 Flash · direct prompt · first choice
“For most mid-sized B2B companies, Safetica is the best default recommendation.” Perplexity Sonar · paraphrase prompt · first choice

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.

“Especially attractive to startups and mid-sized firms adopting cloud-first strategies, but lacks network-level DLP and deeper endpoint controls.” Claude Haiku 4.5 · direct prompt · soft negative
“Look at modern vendors built for mid-market and cloud-first environments (e.g., *Cyberhaven, Nightfall AI, Next DLP, or Code42/Incydr*).” Gemini 3.5 Flash · scale prompt · first choice
“Nightfall or Safetica are the best starting points due to their ease of use, cloud focus, and scalability” Mistral Small · paraphrase prompt · first choice
“Nightfall and Teramind are the most commonly recommended low-cost commercial picks” Muse Glimmer 30B · budget prompt · first choice
Also compared
Microsoft Purview DLP vs Safetica ONEMicrosoft Purview DLP vs Nightfall AISafetica ONE vs Teramind DLPSafetica ONE vs Netskope DLPSafetica ONE vs CyberhavenSafetica ONE vs Netwrix Endpoint ProtectorSafetica ONE vs Proofpoint Enterprise DLPTeramind DLP vs Nightfall AINightfall AI vs Netskope DLPNightfall AI vs CyberhavenNightfall AI vs Netwrix Endpoint ProtectorNightfall AI vs Proofpoint Enterprise DLPAll twenty-eight head-to-head pages and the full DLP standing

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.