Data loss prevention for small business buyers
Asked as “data loss prevention platform”, and as “DLP tool”, on behalf of a small B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
35%
Contested · CurrentWare 20%
35Microsoft Purview DLP20CurrentWare13Safetica ONE31others
35% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Google Workspace DLP is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice one time of 4; the other eleven models two times of 44. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to head
Microsoft Purview DLP vs CurrentWareMicrosoft Purview DLP vs Safetica ONEMicrosoft Purview DLP vs Nightfall AI
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.All twenty-eight head-to-head pages: the top eight products, each against each
Microsoft Purview DLP vs CyberhavenMicrosoft Purview DLP vs Forcepoint DLPMicrosoft Purview DLP vs miniOrange DLPMicrosoft Purview DLP vs Netskope DLPCurrentWare vs Safetica ONECurrentWare vs Nightfall AICurrentWare vs CyberhavenCurrentWare vs Forcepoint DLPCurrentWare vs miniOrange DLPCurrentWare vs Netskope DLPSafetica ONE vs Nightfall AISafetica ONE vs CyberhavenSafetica ONE vs Forcepoint DLPSafetica ONE vs miniOrange DLPSafetica ONE vs Netskope DLPNightfall AI vs CyberhavenNightfall AI vs Forcepoint DLPNightfall AI vs miniOrange DLPNightfall AI vs Netskope DLPCyberhaven vs Forcepoint DLPCyberhaven vs miniOrange DLPCyberhaven vs Netskope DLPForcepoint DLP vs miniOrange DLPForcepoint DLP vs Netskope DLPminiOrange DLP vs Netskope DLP
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02S03
04
05
06
07
08
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Microsoft Purview DLP35%
Microsoft Purview DLP35%02CurrentWare20%
CurrentWare20%03Safetica ONE13%
04Nightfall AI11%
Nightfall AI11%05Google Workspace DLP6%
Google Workspace DLP6%06Netwrix Endpoint Protector2%
Netwrix Endpoint Protector2%07miniOrange DLP0%
miniOrange DLP0%08Trellix DLP0%
Trellix DLP0%09Forcepoint DLP0%
Forcepoint DLP0%10Symantec Data Loss Prevention0%
Symantec Data Loss Prevention0%What they warned about
One of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, 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 and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Symantec Data Loss Prevention96%
25 of 26 labels negative · 11 of 12 models · 19 hard negative
“Heavy enterprise DLP suites (like Broadcom/Symantec or Forcepoint) are too expensive and require a dedicated team of security analysts to manage.” Gemini 3.5 Flash, budget prompt
Forcepoint DLP95%
20 of 21 labels negative · 11 of 12 models · 15 hard negative
“Heavy enterprise DLP suites (like Broadcom/Symantec or Forcepoint) are too expensive and require a dedicated team of security analysts to manage.” Gemini 3.5 Flash, budget prompt
Trellix DLP100%
10 of 10 labels negative · 6 of 12 models · 8 hard negative
“Traditional enterprise DLP platforms (like Symantec, Forcepoint, or Trellix) are the wrong choice for a company of your size.” Gemini 3.5 Flash, scale prompt
Proofpoint Enterprise DLP86%
6 of 7 labels negative · 5 of 12 models · 3 hard negative
“Some DLP solutions like Proofpoint and Symantec are expensive, have a steep learning curve, and are resource-intensive to deploy” Claude Haiku 4.5, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
66 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 1016 links across 187 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · CurrentWare56 answers · 80 citations · 11 models
41 answers · 43 citations · 11 models
vendor site · miniOrange35 answers · 41 citations · 11 models
vendor site · G235 answers · 35 citations · 9 models
vendor site · UnderDefense30 answers · 30 citations · 8 models
vendor site · Forcepoint25 answers · 27 citations · 7 models
vendor site · Kickidler23 answers · 27 citations · 9 models
vendor site · Consilien23 answers · 24 citations · 9 models
vendor site · G222 answers · 38 citations · 9 models
vendor site · Nightfall21 answers · 26 citations · 10 models
19 answers · 21 citations · 7 models
18 answers · 26 citations · 8 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
56 answers · 11 models
41 answers · 11 models
35 answers · 9 models
30 answers · 10 models
29 answers · 8 models
23 answers · 9 models
23 answers · 9 models
21 answers · 6 models
19 answers · 7 models
15 answers · 8 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best data loss prevention platform”, “data loss prevention platform”, “data loss prevention platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Microsoft parent site Microsoft Purview DLP 35% | 35% | 215 | 2,240,000 | 403,136 | ||||
| CurrentWare currentware.com CurrentWare 20%, CurrentWare AccessPatrol 2% | 22% | 29 | 210 | 3 | 15,193 | 8 | ||
| Safetica ONE safetica.com | 13% | 88 | 515 | 4 | ||||
| Nightfall nightfall.ai Nightfall AI 11% | 11% | 121 | 1,000 | 38 | 43,377 company | $23,730 | 26 | |
| Google Workspace workspace.google.com Google Workspace DLP 6% | 6% | 17 | 368,000 | 7,422 | 40,583,075 | $2,344 | ||
| Netwrix Endpoint Protector netwrix.com | 2% | 68 | 110 | 1 | 104,208 | $3,789 | 120 | |
| Kickidler DLP kickidler.com | 2% | 4 | 10 | 0 | 5,333 | 2 | ||
| Strac strac.io | 2% | 81 | 3,600 | 26 | 6,518 | 1 | 3 | |
| Box Shield | 2% | |||||||
| SentinelOne sentinelone.com | 2% | 19 | 33,100 | 1,675 | 446,702 | $780 | 22 |
Google's top ten for the three searches hold 22 sites; 4 of them are among the sites the models cited here (forcepoint.com, gartner.com, reddit.com, underdefense.com). The first result for “best data loss prevention platform” is gartner.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best data loss prevention platform for a small B2B company?”Paraphrase“Which DLP tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top data loss prevention platforms for a small team and how do they differ?”Budget-constrained“What is the best data loss prevention platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a data loss prevention platform. What should we look at?”Negative“Which data loss prevention platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Kickidler DLP, Safetica ONEno first choiceChangedMicrosoft Purview DLPagainst: Teramind DLPCurrentWare, Netwrix Endpoint Protectorno first choiceagainst: Check Point DLP, Digital Guardian, Forcepoint DLP, Palo Alto Networks Enterprise DLP, Proofpoint Enterprise DLP, Symantec Data Loss Prevention
Two alternatives
Digital Guardian Endpoint DLP, Microsoft Purview DLPThree alternatives
Kickidler DLP, Safetica ONE, StracTwo alternatives
Microsoft Purview DLP, MyDLPGPT-5.4 miniMicrosoft Purview DLPMicrosoft Purview DLPHeldagainst: Forcepoint DLP, Netskope DLPMicrosoft Purview DLPMicrosoft Purview DLPagainst: Netskope DLPno first choiceagainst: Cisco Umbrella DLP, Microsoft Purview DLP, Symantec Data Loss Prevention
Three alternatives
Digital Guardian, Fortra DLP, Google Workspace DLPOne alternative
Google Workspace DLPThree alternatives
Cloudflare Integrated DLP, Netskope DLP, Palo Alto Networks Prisma for BusinessOne alternative
Google Workspace DLPGemini 3.5 FlashNightfall AI, Stracagainst: Symantec Data Loss Prevention, Trellix DLPMicrosoft Purview DLPChangedagainst: Symantec Data Loss Prevention, Trellix DLPCoroagainst: Google Workspace Native DLP, Microsoft Purview DLP, Symantec Data Loss Prevention, Trellix DLPManageEngine Endpoint DLP Plus, Microsoft Purview DLPagainst: Forcepoint DLP, Symantec Data Loss PreventionGoogle Workspace DLP, Microsoft Purview DLPagainst: Forcepoint DLP, Symantec Data Loss Prevention, Trellix DLPagainst: Forcepoint DLP, Google Workspace DLP, Microsoft Purview DLP, Netskope DLP, Prisma Cloud, Symantec Data Loss Prevention, Trellix DLP, Zscaler Internet Access
Three alternatives
Google Workspace DLP, Microsoft Purview DLP, Safetica ONEThree alternatives
Coro, Nightfall AI, Safetica ONEThree alternatives
Netwrix Endpoint Protector, Nightfall AI, Safetica ONETwo alternatives
Netwrix Endpoint Protector, Safetica ONEFive alternatives
Cyberhaven, Kitecyber, Metomic, Netwrix Endpoint Protector, Nightfall AIPerplexity SonarSafetica ONECurrentWare, Safetica ONEChangedNetwrix Endpoint Protectoragainst: Microsoft Purview DLPBox Shield, Nightfall AIagainst: Microsoft Purview DLPno first choiceagainst: Check Point DLP, Forcepoint DLP, Palo Alto Networks Enterprise DLP, Proofpoint Enterprise DLP, Symantec Data Loss Prevention, Trellix DLP
Four alternatives
CurrentWare, Microsoft Purview DLP, Netwrix Endpoint Protector, miniOrange DLPTwo alternatives
Netwrix Endpoint Protector, Nightfall AIThree alternatives
CurrentWare, Nightfall AI, Safetica ONEThree alternatives
CurrentWare, Netwrix Endpoint Protector, Safetica ONEGrok 4.20Safetica ONECurrentWareChangedagainst: Netwrix Endpoint ProtectorCurrentWareagainst: Forcepoint DLP, Symantec Data Loss PreventionCurrentWareagainst: Forcepoint DLP, Symantec Data Loss PreventionMicrosoft Purview DLPagainst: Cyberhavenagainst: Forcepoint DLP, Fortra DLP, Symantec Data Loss Prevention, Trellix DLP
Three alternatives
CurrentWare, Microsoft Purview DLP, Netwrix Endpoint ProtectorTwo alternatives
Microsoft Purview DLP, Safetica ONEFour alternatives
Kickidler DLP, Netwrix Endpoint Protector, Nightfall AI, Safetica ONEOne alternative
Microsoft Purview DLPFour alternatives
CurrentWare, Netwrix Endpoint Protector, Safetica ONE, miniOrange DLPMistral SmallCurrentWare, Microsoft Purview DLPCurrentWareChangedCurrentWare, Microsoft Purview DLPCurrentWareno first choiceagainst: Fortra DLP, Netskope DLP, Symantec Data Loss Prevention
Two alternatives
Nightfall AI, Safetica ONEThree alternatives
Netwrix Endpoint Protector, Nightfall AI, Safetica ONEThree alternatives
Netwrix Endpoint Protector, Nightfall AI, Safetica ONEThree alternatives
Kickidler DLP, Nightfall AI, Safetica ONEDeepSeek V4 FlashMicrosoft Purview DLP, Safetica ONEagainst: Nightfall AIMicrosoft Purview DLPChangedMicrosoft Purview DLP, Nightfall AIagainst: Forcepoint DLP, Symantec Data Loss PreventionMicrosoft Purview DLPGoogle Workspace DLP, Microsoft Purview DLPagainst: Forcepoint DLP, Symantec Data Loss Preventionagainst: Digital Guardian, Forcepoint DLP, Proofpoint Enterprise DLP, Symantec Data Loss Prevention, Trellix DLP
One alternative
CurrentWareThree alternatives
CurrentWare, Nightfall AI, Safetica ONEFour alternatives
CurrentWare, Netwrix Endpoint Protector, Safetica ONE, miniOrange DLPThree alternatives
Box Shield, CurrentWare, Nightfall AITwo alternatives
Netwrix Endpoint Protector, StracLlama 4 MaverickCurrentWareSafetica ONEChangedCurrentWareCurrentWareno first choiceagainst: Forcepoint DLP, Netwrix Endpoint Protector
Three alternatives
Netwrix Endpoint Protector, Nightfall AI, Safetica ONESix alternatives
Kickidler DLP, Microsoft Purview DLP, Netwrix 1Secure, Netwrix Endpoint Protector, Teramind DLP, miniOrange DLPFour alternatives
Netwrix Endpoint Protector, Nightfall AI, Safetica ONE, miniOrange DLPThree alternatives
Netwrix Endpoint Protector, Nightfall AI, Safetica ONEQwen 3.7 FlashNightfall AIagainst: Netwrix Endpoint ProtectorMicrosoft Purview DLPChangedagainst: McAfee DLP, Symantec Data Loss PreventionNightfall AIagainst: CurrentWareCurrentWare AccessPatrolagainst: Netwrix Endpoint Protector, Symantec Data Loss PreventionSentinelOne, Sophos Intercept Xagainst: Digital Guardian, Forcepoint DLP, Proofpoint Enterprise DLP, Varonis Data Security Platform, Veritasagainst: Forcepoint DLP, McAfee DLP, Proofpoint Enterprise DLP, Symantec Data Loss Prevention
Two alternatives
CurrentWare, Microsoft Purview DLPTwo alternatives
SentinelOne, Zscaler Internet AccessTwo alternatives
Netwrix Endpoint Protector, Safetica ONETwo alternatives
Microsoft Purview DLP, Safetica ONEFive alternatives
CrowdStrike, Ironclad, Microsoft Defender for Office 365, Tessian, Trend MicroKimi K2Nightfall AIagainst: Forcepoint DLP, Symantec Data Loss PreventionMicrosoft Purview DLPChangedCurrentWareMicrosoft Purview DLP, Nightfall AIagainst: Forcepoint DLP, Symantec Data Loss Preventionno first choiceagainst: Digital Guardian, Forcepoint DLP, McAfee DLP, Proofpoint Enterprise DLP, Symantec Data Loss Prevention, Trellix DLP
Four alternatives
CurrentWare, Microsoft Purview DLP, Netwrix Endpoint Protector, Teramind DLPThree alternatives
CurrentWare, Nightfall AI, Safetica ONEFive alternatives
Microsoft Purview DLP, Netskope DLP, Netwrix Endpoint Protector, Nightfall AI, miniOrange DLPThree alternatives
Box Shield, CurrentWare, ManageEngine Device Control PlusFive alternatives
CurrentWare, Microsoft Purview DLP, Nightfall AI, Safetica ONE, StracGLM 4.7 FlashXSafetica ONEMicrosoft Purview DLPChangedMicrosoft Purview DLPMicrosoft Purview DLPagainst: MyDLPno first choiceagainst: Forcepoint DLP, Fortra DLP, Symantec Data Loss Prevention, Trellix DLP
Three alternatives
CurrentWare, Microsoft Purview DLP, Nightfall AIFive alternatives
CurrentWare, ManageEngine Device Control Plus, Netwrix Endpoint Protector, Nightfall AI, Safetica ONESix alternatives
CurrentWare, Forcepoint ONE, Netwrix Endpoint Protector, Proofpoint Enterprise DLP, Safetica ONE, miniOrange DLPThree alternatives
CurrentWare AccessPatrol, ManageEngine Device Control Plus, Nightfall AIMiniMax M2.5CurrentWareCurrentWare, Nightfall AIChangedNightfall AIGoogle Workspace DLP, Microsoft Purview DLPagainst: MyDLP, OpenDLPno first choiceagainst: Forcepoint DLP, Symantec Data Loss Prevention
Three alternatives
Netwrix Endpoint Protector, Nightfall AI, Safetica ONEOne alternative
Netwrix Endpoint ProtectorFour alternatives
Box Shield, CurrentWare, Microsoft Purview DLP, Netwrix Endpoint ProtectorThree alternatives
ManageEngine DataSecurity Plus, Netwrix Endpoint Protector, SolarWinds DLPFive alternatives
CurrentWare, Netwrix Endpoint Protector, Nightfall AI, Safetica ONE, miniOrange DLPBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 10:12 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:26 | yes | 3 | 7 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:14 | yes | 23 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 13:32 | yes | 20 | 7 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 09:51 | yes | 31 | 16 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 11:47 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 13:33 | yes | 23 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:10 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:02 | yes | 14 | 77 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 14:13 | yes | 18 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 11:15 | yes | 22 | 223 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 11:42 | yes | 5 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:32 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:23 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 13:08 | yes | 23 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 11:19 | yes | 20 | 6 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 12:40 | yes | 29 | 12 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:20 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 11:42 | yes | 16 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:59 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 09:52 | no | 0 | 40 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 14:05 | yes | 8 | 16 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 11:08 | yes | 22 | 114 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 09:24 | yes | 5 | 63 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 13:13 | yes | 14 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:39 | yes | 7 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 13:43 | yes | 19 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 10:27 | yes | 20 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 12:21 | yes | 24 | 16 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:02 | yes | 14 | 13 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 11:54 | yes | 21 | 32 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 12:37 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:18 | yes | 9 | 45 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 09:29 | yes | 8 | 41 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 12:52 | yes | 23 | 78 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 09:42 | yes | 22 | 58 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 11:57 | yes | 9 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 13:37 | yes | 3 | 7 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:58 | yes | 14 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 10:35 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 10:49 | yes | 41 | 17 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:10 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 09:23 | yes | 17 | 14 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 12:39 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 13:23 | yes | 14 | 64 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 09:38 | yes | 11 | 30 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 13:07 | yes | 31 | 350 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 14:03 | yes | 5 | 23 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 11:12 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 10:22 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 13:27 | yes | 14 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 09:23 | yes | 20 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 12:57 | yes | 18 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 13:14 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 13:06 | yes | 20 | 25 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 13:26 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:29 | no | 0 | 43 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 10:30 | yes | 14 | 30 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 14:01 | yes | 11 | 88 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:09 | yes | 10 | 32 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 13:03 | yes | 16 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 14:13 | yes | 4 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 11:16 | yes | 17 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 10:26 | yes | 20 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 12:58 | yes | 35 | 18 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 09:36 | yes | 10 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 09:47 | yes | 30 | 19 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:46 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 13:24 | yes | 18 | 142 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 12:31 | yes | 17 | 30 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 09:39 | yes | 34 | 76 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 11:16 | yes | 23 | 49 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Broadcom read as Symantec Data Loss Prevention
Broadcom (Symantec DLP) read as Symantec Data Loss Prevention
Broadcom/Symantec read as Symantec Data Loss Prevention
Check Point read as Check Point DLP
Forcepoint read as Forcepoint DLP
Google Workspace read as Google Workspace DLP
Google Workspace Enterprise read as Google Workspace DLP
Kickidler read as Kickidler DLP
M365 E5 read as Microsoft Purview DLP
McAfee Endpoint DLP read as McAfee DLP
McAfee Enterprise read as McAfee DLP
Microsoft 365 read as Microsoft Purview DLP
Microsoft 365 Business Premium read as Microsoft Purview DLP
Microsoft Purview read as Microsoft Purview DLP
Microsoft Purview (Business Premium Add-on) read as Microsoft Purview DLP
Microsoft Purview (Microsoft 365 DLP) read as Microsoft Purview DLP
Microsoft Purview Suite read as Microsoft Purview DLP
Netskope read as Netskope DLP
Netwrix read as Netwrix Endpoint Protector
Nightfall read as Nightfall AI
Palo Alto read as Palo Alto Networks Enterprise DLP
Proofpoint read as Proofpoint Enterprise DLP
Safetica read as Safetica ONE
Safetica (Standard or NXT) read as Safetica ONE
Safetica DLP read as Safetica ONE
Symantec read as Symantec Data Loss Prevention
Symantec/Broadcom read as Symantec Data Loss Prevention
Teramind read as Teramind DLP
Trellix read as Trellix DLP
Trellix / McAfee DLP read as Trellix DLP
Trellix Data Loss Prevention (formerly McAfee DLP) read as Trellix DLP
Varonis read as Varonis Data Security Platform
Zscaler read as Zscaler Internet Access
miniOrange read as miniOrange DLP
Unresolved, counted raw
Cisco Umbrella DLP
Cloudflare Integrated DLP
Google Workspace Native DLP
Ironclad
Palo Alto Networks Prisma for Business
SolarWinds DLP
Tenable Qualys
Discontinued, still offered
No shut-down product was recommended here.