Insider risk management for small business buyers
Asked as “insider risk management tool”, and as “insider threat platform”, on behalf of a small B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
25%
Contested · Coro 18%
25Microsoft Purview Insider Risk Management18Coro16Microsoft Purview40others
25% 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 fourteen 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.
Head to head
All twenty-one head-to-head pages: the top seven products, each against each
Microsoft Purview Insider Risk Management vs Microsoft PurviewMicrosoft Purview Insider Risk Management vs TeramindMicrosoft Purview Insider Risk Management vs CyberhavenAbove Security vs Code42 IncydrAbove Security vs Proofpoint Insider Threat ManagementAbove Security vs Microsoft PurviewAbove Security vs TeramindAbove Security vs CyberhavenCode42 Incydr vs Proofpoint Insider Threat ManagementCode42 Incydr vs Microsoft PurviewCode42 Incydr vs TeramindCode42 Incydr vs CyberhavenProofpoint Insider Threat Management vs Microsoft PurviewProofpoint Insider Threat Management vs TeramindProofpoint Insider Threat Management vs CyberhavenMicrosoft Purview vs TeramindMicrosoft Purview vs CyberhavenTeramind vs Cyberhaven
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 →
M01
02
03
04
05
06
07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Microsoft Purview Insider Risk Management25%
02Coro18%
Coro18%03Microsoft Purview16%
Microsoft Purview16%04Teramind11%
Teramind11%05Above Security7%
Above Security7%06Safetica5%
Safetica5%07Code42 Incydr2%
Code42 Incydr2%08Metomic0%
Metomic0%09ActivTrak0%
ActivTrak0%10DTEX InTERCEPT0%
DTEX InTERCEPT0%11Veriato0%
Veriato0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.1 Fast, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX, MiniMax M2.5 and GPT-6 Luna 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.
Teramind41%
21 of 51 labels negative · 11 of 14 models · 5 hard negative
“reviews indicate performance degrades significantly with over 2,000 users, and it has had complaints about unresponsive support” MiniMax M2.5, negative prompt
Veriato58%
7 of 12 labels negative · 7 of 14 models · 4 hard negative
“less intuitive with a steeper learning curve, and many advanced features are only available in expensive enterprise versions” MiniMax M2.5, negative prompt
DTEX InTERCEPT44%
8 of 18 labels negative · 6 of 14 models · 4 hard negative
“What to Avoid (for small B2B) - **Forcepoint / DTEX / Securonix:** These are enterprise-grade” DeepSeek V4 Flash, paraphrase prompt
Varonis Data Security Platform75%
6 of 8 labels negative · 6 of 14 models · 3 hard negative
“Data-Centric Suites (e.g., Varonis) - Why caution/avoid: Focus on file security/governance with 2-4 month setups and $100K+ pricing” Grok 4.1 Fast, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1063 links across 186 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
61 answers · 141 citations · 12 models
vendor site · Living Security31 answers · 36 citations · 12 models
vendor site · Microsoft27 answers · 37 citations · 11 models
26 answers · 42 citations · 10 models
26 answers · 26 citations · 11 models
24 answers · 24 citations · 11 models
vendor site · Kitecyber22 answers · 25 citations · 11 models
vendor site · G221 answers · 24 citations · 8 models
vendor site · Microsoft19 answers · 31 citations · 10 models
vendor site · Kickidler19 answers · 19 citations · 9 models
vendor site · Nightfall19 answers · 19 citations · 8 models
vendor site · Exabeam17 answers · 26 citations · 9 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.
42 answers · 11 models
36 answers · 10 models
29 answers · 11 models
28 answers · 12 models
24 answers · 11 models
23 answers · 10 models
21 answers · 9 models
20 answers · 10 models
20 answers · 9 models
19 answers · 9 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 insider risk management tool”, “insider risk management tool”, “insider risk management tools”. 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 Insider Risk Management 25%, Microsoft Purview 16%, Microsoft 365 0% | 42% | 438 | 2,240,000 | 403,136 | ||||
| Coro coro.net | 18% | 111 | 49,500 | 4,833 | 3,791 | 3 | ||
| Teramind teramind.co | 11% | 108 | 5,400 | 119 | 19,425 | $518 | 48 | 2 |
| Above Security above.security | 7% | 52 | 390 | 178 | 172 | 7 | ||
| Safetica safetica.com | 5% | 120 | 170 | 10 | 515 | 4 | ||
| E-Monitor | 4% | 210 | 206 | |||||
| EmpMonitor empmonitor.com | 4% | 6 | ||||||
| Code42 Incydr mimecast.com | 2% | 68 | 110 | 6 | 148,929 | 21 | ||
| Insightful insightful.io | 2% | 2 | 135,000 | 31,732 | 51,763 | $34 | 37 | |
| Microsoft Defender parent site Microsoft Defender for Office 365 2% | 2% | 163 | 18,100 | 3,525 |
Google's top ten for the three searches hold 17 sites; 4 of them are among the sites the models cited here (exabeam.com, gartner.com, learn.microsoft.com, microsoft.com). The first result for “best insider risk management tool” 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 insider risk management tool for a small B2B company?”Paraphrase“Which insider threat platform would you recommend to a small business that sells to other businesses?”Comparative“What are the top insider risk management tools for a small team and how do they differ?”Budget-constrained“What is the best insider risk management tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an insider risk management tool. What should we look at?”Negative“Which insider risk management tools should a small business avoid or be cautious about?”
Claude Haiku 4.5TeramindCoro, InsightfulChangedMicrosoft Purview Insider Risk ManagementCoro, Microsoft Purviewno first choicenothing named
Three alternatives
Code42 Incydr, Coro, Microsoft Purview Insider Risk ManagementTwo alternatives
Code42 Incydr, TeramindThree alternatives
Code42 Incydr, Coro Insider Threat Solution, TeramindOne alternative
TeramindGPT-5.4 miniMicrosoft Purview Insider Risk Managementagainst: Varonis Data Security PlatformProofpoint Insider Threat ManagementChangedagainst: GuruculMicrosoft Purview Insider Risk ManagementMicrosoft Purview Insider Risk Managementno first choicenothing named
One alternative
TeramindOne alternative
TeramindFour alternatives
Code42, Proofpoint Insider Threat Management, Symantec Data Loss Prevention, TeramindGemini 3.5 FlashSafeticaagainst: Code42 Incydr, DTEX Systems, Proofpoint ITMSafeticaHeldCoro, Microsoft Purview Insider Risk Managementagainst: DTEX InTERCEPT, Securonix UEBA, Varonis Data Security PlatformTeramindagainst: Cyberhaven, DTX, Microsoft Purview Insider Risk Management, Proofpoint ITMMicrosoft Purviewagainst: Code42, DTX, Proofpointagainst: Exabeam, Forcepoint DLP, Proofpoint Enterprise DLP, Splunk, Symantec Data Loss Prevention
Three alternatives
Coro, Microsoft Purview Insider Risk Management, TeramindThree alternatives
Code42 Incydr, Coro, TeramindThree alternatives
Metomic, Safetica, TeramindFour alternatives
ActivTrak, CurrentWare, Microsoft 365, WazuhFour alternatives
ActivTrak, Metomic, Safetica, TeramindPerplexity SonarMicrosoft Purview Insider Risk Managementagainst: Safetica, VeriatoMicrosoft Purview Insider Risk ManagementHeldCoro, Microsoft Purviewagainst: Code42, DTEX InTERCEPT, ProofpointMicrosoft Purview Insider Risk Managementno first choiceagainst: Teramind
Two alternatives
Coro, UpGuardTwo alternatives
Above Security, UpGuardThree alternatives
Safetica, Teramind, VeriatoTwo alternatives
Coro, UpGuardGrok 4.1 FastSafeticaagainst: DTEX InTERCEPT, Kickidler, Proofpoint, TeramindTeramindChangedagainst: Above SecurityE-Monitoragainst: DTEX InTERCEPT, ProofpointCoro, EmpMonitoragainst: Teramindno first choiceagainst: Code42 Incydr, DTEX Systems, Forcepoint DLP, Gurucul, Microsoft Purview Insider Risk Management, ObserveIT, Proofpoint ITM, Securonix UEBA, Teramind, Varonis Data Security Platform
Two alternatives
CurrentWare, Microsoft Purview Insider Risk ManagementOne alternative
Microsoft Purview Insider RiskFive alternatives
ActivTrak, Coro, InterGuard, Microsoft Purview Insider Risk Management, TeramindOne alternative
Microsoft Purview Insider Risk ManagementMistral SmallCoro, Microsoft PurviewCoro, Microsoft PurviewHeldagainst: TeramindCoro, Microsoft Purview Insider Risk ManagementCoro, Microsoft Purviewno first choiceagainst: Coro, Metomic, Teramind, Veriato
Two alternatives
Code42 Incydr, DTEX InTERCEPTDeepSeek V4 FlashMicrosoft Purview Insider Risk Managementagainst: Above Security, TeramindTeramindChangedagainst: DTEX InTERCEPT, Forcepoint DLP, IBM QRadar, ObserveIT, Securonix UEBA, SplunkMicrosoft Purview Insider Risk Managementagainst: ObserveITMicrosoft Purview Insider Risk Managementagainst: DTEX InTERCEPT, ManageEngine Log360, Securonix UEBA, Splunk, Teramindno first choiceagainst: DTEX Systems, Forcepoint DLP, Proofpoint Insider Threat Management, Securonix UEBA, Teramind, Varonis Data Security Platform
Two alternatives
Code42 Incydr, CoroTwo alternatives
Microsoft Purview, ProofpointThree alternatives
Above Security, Code42 Incydr, TeramindTwo alternatives
Coro, SafeticaOne alternative
MetomicLlama 4 MaverickCoro, Microsoft PurviewAbove SecurityChangedagainst: TeramindCoro, Microsoft PurviewCoro, Microsoft Purviewno first choicenothing named
One alternative
Microsoft PurviewThree alternatives
CurrentWare Insider Threat Detection, DTEX InTERCEPT, Safetica Insider Risk ManagementQwen 3.7 FlashMicrosoft Purview Insider Risk Managementagainst: TeramindMicrosoft Defender for Office 365ChangedAbove Securityagainst: TeramindCorono first choiceagainst: DTEX InTERCEPT, Exabeam, Securonix UEBA, Teramind, Varonis Data Security Platform
Five alternatives
AnySecura, Code42 Incydr, Coro, Metomic, VeriatoTwo alternatives
Prevalent Insider Threat, Varonis Data Security PlatformThree alternatives
Coro, Metomic, Microsoft PurviewThree alternatives
CurrentWare Insider Threat Detection, Microsoft Purview, SafeticaOne alternative
Microsoft 365Kimi K2TeramindTeramindHeldagainst: ActivTrakMicrosoft Purview Insider Risk ManagementE-Monitor, Microsoft Purview Insider Risk Management, Time Champagainst: Code42 Incydr, Forcepoint DLP, Proofpoint Insider Threat Management, Securonix UEBAMicrosoft Purview Insider Risk Managementagainst: Exabeam, Proofpoint ITM, Splunk UBA, Teramind, Veriato
Three alternatives
Insightful, Safetica, UpGuardThree alternatives
Code42 Incydr, EmpMonitor, KickidlerFour alternatives
Code42 Incydr, Kickidler DLP, Teramind, UpGuardTwo alternatives
CurrentWare, SafeticaOne alternative
Google WorkspaceGLM 4.7 FlashXAbove Security, EmpMonitorMicrosoft Purview Insider Risk ManagementChangedMicrosoft Purview Insider Risk ManagementMicrosoft Purview Insider Risk Managementno first choiceagainst: Above Security, Code42 Incydr, DTEX Systems, Forcepoint DLP, Proofpoint Insider Threat Management, Teramind, Varonis Data Security Platform, Veriato
Three alternatives
Code42 Incydr, Coro, Microsoft PurviewTwo alternatives
Coro, TeramindThree alternatives
ActivTrak, Proofpoint Insider Threat Management, TeramindFive alternatives
E-Monitor, EmpMonitor, InterGuard, TimeChamp, VeriatoMiniMax M2.5no first choiceCoro, Microsoft PurviewChangedagainst: TeramindCoro, Microsoft Purview Insider Risk Managementagainst: TeramindMicrosoft Purview Insider Risk ManagementMicrosoft Purviewagainst: Teramind, Veriato
One alternative
Above SecurityOne alternative
Code42 IncydrThree alternatives
Code42 Incydr, ManageEngine Endpoint DLP Plus, TeramindThree alternatives
Code42, DTEX InTERCEPT, ManageEngineGPT-6 LunaMicrosoft Purview Insider Risk Managementagainst: TeramindCode42 IncydrChangedMicrosoft Purview Insider Risk Management, Safeticaagainst: Veriatono first choiceagainst: ActivTrak, Microsoft Purview Insider Risk Managementno first choicenothing named
One alternative
Microsoft Purview Insider Risk ManagementThree alternatives
DTEX InTERCEPT, Proofpoint, TeramindOne alternative
Google WorkspaceMuse Glimmer 30BAbove Securityagainst: TeramindAbove SecurityHeldAbove Securityagainst: DTEX InTERCEPT, ProofpointE-Monitorno first choiceagainst: Code42 Incydr, Coro, DTEX Systems, Metomic, Proofpoint Insider Threat Management, Teramind, Varonis Platform, Veriato
Three alternatives
Coro, Microsoft Purview, SafeticaThree alternatives
E-Monitor, Microsoft Purview DLP, TeramindTwo alternatives
ActivTrak, Microsoft Purview Insider Risk ManagementFour alternatives
Kickidler DLP, Microsoft Purview, OpenDLP, SafeticaBold 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. Full answer text is in the free responses file. Download the record
Eighty-four 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 | 2026-10-05 00:39 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:18 | yes | 2 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:23 | yes | 27 | 27 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:36 | yes | 15 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:57 | yes | 23 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:59 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:26 | yes | 21 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:36 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:21 | yes | 12 | 39 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:36 | yes | 15 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:36 | yes | 13 | 26 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:18 | yes | 5 | 15 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:35 | yes | 4 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:45 | yes | 13 | 15 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:05 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:16 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:57 | yes | 23 | 27 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:46 | yes | 18 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:03 | yes | 21 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:38 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:51 | yes | 22 | 47 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:12 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:28 | no | 0 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:42 | yes | 18 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:38 | yes | 24 | 18 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:55 | yes | 5 | 12 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:58 | yes | 2 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:36 | yes | 13 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:53 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:27 | yes | 2 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:01 | yes | 23 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:35 | yes | 19 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:25 | yes | 19 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:54 | yes | 24 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:43 | yes | 25 | 120 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:06 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:57 | yes | 10 | 36 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:24 | yes | 25 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:18 | yes | 21 | 25 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:28 | yes | 24 | 32 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:53 | yes | 8 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:27 | yes | 20 | 35 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:50 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:53 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:50 | yes | 17 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 01:02 | yes | 17 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:59 | yes | 21 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:55 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:25 | yes | 25 | 36 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:03 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:22 | yes | 5 | 22 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:46 | yes | 8 | 32 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:34 | yes | 14 | 49 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:13 | yes | 9 | 12 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:34 | yes | 3 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:54 | yes | 13 | 21 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:52 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:31 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:54 | yes | 12 | 31 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:38 | yes | 20 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:57 | yes | 14 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:37 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:28 | yes | 20 | 52 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:15 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:20 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:49 | no | 0 | 38 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:50 | yes | 10 | 84 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:39 | yes | 5 | 26 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:18 | yes | 3 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:21 | yes | 14 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:16 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:03 | yes | 6 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:59 | yes | 21 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:52 | yes | 28 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:55 | yes | 17 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:31 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:18 | yes | 19 | 45 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:18 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:41 | yes | 24 | 39 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:51 | yes | 25 | 24 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:25 | yes | 23 | 30 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:11 | yes | 17 | 67 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:41 | yes | 3 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:50 | yes | 24 | 36 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
DTEX read as DTEX InTERCEPT
Dtex read as DTEX InTERCEPT
Forcepoint read as Forcepoint DLP
Mimecast Incydr read as Code42 Incydr
Proofpoint Insider Threat read as Proofpoint Insider Threat Management
Proofpoint ObserveIT read as Proofpoint Insider Threat Management
Securonix read as Securonix UEBA
Varonis read as Varonis Data Security Platform
Unresolved, counted raw
AnySecura
BlackFog
Cisco Security Insider Risk Management
Coro Insider Threat Solution
DataPatrol
Everfox
Fortinet FortiDLP
Google Workspace's native data protection features
ManageEngine DSP
Metomorphic
Microsoft Purview Compliance Portal
Prevalent Insider Threat
Risk Publishing
TimeChamp
Varonis Platform
Discontinued, still offered
No shut-down product was recommended here.