Data security posture management
Asked as “DSPM platform”, and as “sensitive data discovery and protection tool”, on behalf of a mid-market B2B company. 49 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
18%
Contested · Sentra 16%
18Microsoft Purview16Sentra10Wiz55others
18% 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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01
Microsoft Purview18%11%37accepted challengernewNew since September 2026: not ranked then, 18% now.
Microsoft Purview18%11%37accepted challengernewNew since September 2026: not ranked then, 18% now.05
Varonis Data Security Platform4%28%40criticized challengernewNew since September 2026: not ranked then, 4% now.
Varonis Data Security Platform4%28%40criticized challengernewNew since September 2026: not ranked then, 4% now.Show the two products at 0%, ordered by negative rate
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
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.
For buyers
All twenty-eight head-to-head pages: the top eight products, each against each
Microsoft Purview vs Varonis Data Security PlatformMicrosoft Purview vs IBM GuardiumMicrosoft Purview vs BigIDMicrosoft Purview vs SecuritiSentra vs WizSentra vs CyeraSentra vs Varonis Data Security PlatformSentra vs IBM GuardiumSentra vs BigIDSentra vs SecuritiWiz vs CyeraWiz vs Varonis Data Security PlatformWiz vs IBM GuardiumWiz vs BigIDWiz vs SecuritiCyera vs Varonis Data Security PlatformCyera vs IBM GuardiumCyera vs BigIDCyera vs SecuritiVaronis Data Security Platform vs IBM GuardiumVaronis Data Security Platform vs BigIDVaronis Data Security Platform vs SecuritiIBM Guardium vs BigIDIBM Guardium vs SecuritiBigID vs Securiti
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
02
03
0405I06
07
08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Microsoft Purview18%
Microsoft Purview18%02Sentra16%
Sentra16%03Wiz10%
Wiz10%04Cyera8%
Cyera8%05Varonis Data Security Platform4%
Varonis Data Security Platform4%06IBM Guardium4%
07BigID2%
BigID2%08Securiti2%
Securiti2%09Orca Security2%
Orca Security2%10Prisma Cloud2%
Prisma Cloud2%11Concentric AI0%
Concentric AI0%12Forcepoint0%
Forcepoint0%What they warned about
One of fourteen models held their first choice under the paraphrase. 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, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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.
Varonis Data Security Platform28%
11 of 40 labels negative · 8 of 14 models · 1 hard negative
“Enterprise-focused, pricing on request” Kimi K2, budget prompt
Cyera18%
8 of 44 labels negative · 6 of 14 models · 2 hard negative
“What to Avoid with Limited Budgets ... Custom pricing only; median contract ~$575,000/year” Kimi K2, budget prompt
BigID24%
8 of 33 labels negative · 5 of 14 models · 2 hard negative
“cannot afford massive, complex enterprise tools (like BigID, IBM Guardium, or Symantec DLP)” Gemini 3.5 Flash, paraphrase prompt
IBM Guardium
36%
4 of 11 labels negative · 4 of 14 models · 2 hard negative
“miss the discovery, posture management, access governance, and behavioral detection that define true DSPM platforms” Claude Haiku 4.5, 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
79 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. 1111 links across 194 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.
vendor site · Forcepoint45 answers · 111 citations · 12 models
32 answers · 38 citations · 12 models
vendor site · Orca30 answers · 37 citations · 10 models
27 answers · 28 citations · 10 models
vendor site · G226 answers · 36 citations · 12 models
vendor site · Cyberhaven24 answers · 27 citations · 10 models
23 answers · 28 citations · 10 models
22 answers · 30 citations · 10 models
vendor site · Strac21 answers · 25 citations · 11 models
vendor site · Wiz21 answers · 25 citations · 9 models
vendor site · Sprinto20 answers · 22 citations · 10 models
vendor site · CyberPress18 answers · 24 citations · 11 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.
33 answers · 12 models
30 answers · 10 models
27 answers · 11 models
27 answers · 10 models
19 answers · 10 models
19 answers · 9 models
18 answers · 11 models
18 answers · 10 models
17 answers · 8 models
16 answers · 10 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 dspm platform”, “dspm platform”, “dspm 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 18% | 18% | 438 | 2,240,000 | 403,136 | ||||
| Sentra sentra.io | 16% | 68 | 14,800 | 40,086 | 7,605 | 0 | 8 | |
| Wiz wiz.io | 10% | 688 | 40,500 | 16,751 | 102,573 | $6,856 | 120 | |
| Cyera cyera.com | 8% | 145 | 12,100 | 325 | 12,612 | 49 | 1 | |
| Varonis Data Security Platform varonis.com | 4% | 195 | 210 | 2 | 136,629 | 12 | 7 | |
| Safetica safetica.com | 4% | 120 | 170 | 10 | 515 | 4 | ||
| Bedrock Data Security Platform bedrockdata.ai | 4% | 11 | 0 | 531 | $72 | 17 | ||
| IBM parent site IBM Guardium 4% | 4% | 26 | 201,000 | 34,098 | ||||
| BigID bigid.com | 2% | 127 | 2,400 | 104 | 13,995 | 50 | 6 | |
| Securiti securiti.ai | 2% | 60 | 8,100 | 905,063 | 79,233 | 6 |
Google's top ten for the three searches hold 23 sites; 5 of them are among the sites the models cited here (cyberhaven.com, g2.com, gartner.com, orca.security, sprinto.com). The first result for “best dspm platform” is mend.io.
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 DSPM platform for a mid-market B2B company?”Paraphrase“Which sensitive data discovery and protection tool would you recommend to a mid-sized B2B company?”Comparative“What are the top DSPM platforms and how do they differ?”Budget-constrained“What is the best DSPM platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a DSPM platform. What should we look at?”Negative“Which DSPM platforms should I avoid or be cautious about?”
Claude Haiku 4.5CyeraSafeticaChangedno first choiceagainst: Prisma Cloud, Wiz DSPMCyera, Netwrixagainst: Microsoft Purviewno first choiceagainst: Aqua Security, BigID, Cyberhaven, Cyera, Digital Guardian, Forcepoint, IBM Guardium, McAfee, Microsoft Purview, Netwrix, Orca Security, Varonis Data Security Platform
Three alternatives
Netwrix, Normalyze, SentraTwo alternatives
Microsoft Purview, Netwrix 1Secure PlatformOne alternative
DataStealthGPT-5.4 miniVaronis Data Security PlatformMicrosoft PurviewChangedCyera, Varonis Data Security PlatformSentrano first choicenothing named
Two alternatives
Microsoft Purview, TeleskopeOne alternative
Varonis Data Security PlatformFive alternatives
CrowdStrike Falcon Cloud Security, Rubrik, Securiti, Wiz, Zscaler DSPMFour alternatives
Concentric AI, Securiti, Wiz, Zscaler DSPMGemini 3.5 FlashWizNightfall AIChangedagainst: BigID, Broadcom, Forcepoint, IBM Guardium, Symantec Data Loss PreventionCyeraOrca Security, Wizagainst: BigID, Cyera, Varonis Data Security Platformno first choiceagainst: Dig Security, Flow Security, Laminar, Microsoft Purview, Polar Security, Securiti.ai, Wiz's DSPM module
Four alternatives
CrowdStrike, Cyera, Proofpoint DSPM, SentraTwo alternatives
Concentric AI, SafeticaSeven alternatives
BigID, Prisma Cloud, Rubrik Security Cloud, Securiti, Sentra, Varonis Data Security Platform, WizSeven alternatives
Amazon Macie, GCP Sensitive Data Protection, Microsoft Defender for Cloud, Microsoft Presidio, Microsoft Purview, Proofpoint DSPM, SentraThree alternatives
Orca Security, Prisma Cloud, WizPerplexity SonarSentraagainst: IBM Guardium, ThalesStracChangedBigID, CyeraMicrosoft Purviewno first choicenothing named
Four alternatives
Concentric, Cyera, Prisma Cloud DSPM, WizFour alternatives
BigID, IBM Guardium, Microsoft Purview, Varonis Data Security PlatformSeven alternatives
Forcepoint, IBM Guardium, Microsoft Purview, Orca Security, Proofpoint DSPM, Varonis Data Security Platform, WizTwo alternatives
IRIS, WizGrok 4.1 FastSentraEgnyteChangedagainst: BigID, Cyera, IBM Guardium, Varonis Data Security Platformno first choiceBedrock Securityagainst: BigID, Cyerano first choiceagainst: BigID, Druva, Prisma Cloud, Varonis Data Security Platform, Wiz
Three alternatives
Concentric AI, Cyera, Varonis Data Security PlatformThree alternatives
ManageEngine DataSecurity Plus, Safetica, SentraThree alternatives
Microsoft Purview, Open Raven, Varonis Data Security PlatformMistral SmallSentraBigID, Trellix DLPChangedForcepoint DSPMBedrock Data Security Platformno first choicenothing named
Two alternatives
Concentric, CyeraTwo alternatives
Microsoft Purview, Symantec Data Loss PreventionFive alternatives
BigID, Cyera, Microsoft Purview, Prisma Cloud, TeleskopeDeepSeek V4 FlashSentraSpirionChangedagainst: Varonis Data Security PlatformBigID, CyeraMicrosoft Purviewagainst: Cyerano first choiceagainst: BigID, Cyera
Two alternatives
Concentric AI, CyeraThree alternatives
ManageEngine DataSecurity Plus, Microsoft Purview, SafeticaSeven alternatives
IBM, OpenText, Palo Alto Networks Cortex Cloud, Securiti, Strac, Thales, WizTwo alternatives
Varonis Data Security Platform, WizLlama 4 MaverickConcentric, Cyera, SentraIBM Guardium, SafeticaChangedno first choiceno first choiceno first choicenothing named
Qwen 3.7 FlashWizWizHeldWizMicrosoft Purviewagainst: BigID, Varonis Data Security Platformno first choiceagainst: Microsoft Defender for Cloud, Microsoft Sentinel, Palo Alto Networks Cortex Cloud, Privacera, Tufin, Varonis Data Security Platform, Zscaler DSPM
Three alternatives
Cyera, Microsoft Defender for Cloud, Orca SecurityThree alternatives
Microsoft Purview, OneTrust, Varonis Data Security PlatformFive alternatives
BigID, Cyera, Sentra, Strac, Varonis Data Security PlatformTwo alternatives
Bedrock Data Security Platform, Cloudflare CASBKimi K2WizMicrosoft PurviewChangedCyeraMicrosoft Purviewagainst: Cyera, Laminar, Rubrik, Varonis Data Security Platform, Wizno first choiceagainst: Flow Security, Getvisibility, Laminar, Normalyze
Two alternatives
BigID, Varonis Data Security PlatformTwo alternatives
BigID, SafeticaSix alternatives
BigID, Forcepoint, Microsoft Purview, Securiti, Varonis Data Security Platform, WizTwo alternatives
Bedrock Data Security Platform, Open RavenGLM 4.7 FlashXSecuriti, Varonis Data Security PlatformIBM GuardiumChangedWizPrisma Cloudagainst: Cyera, Varonis Data Security Platform, Wizno first choiceagainst: Varonis Data Security Platform, Zscaler DSPM
Two alternatives
Cyera, Microsoft PurviewThree alternatives
Egnyte, Safetica, Varonis Data Security PlatformFive alternatives
BigID, Cyera, Microsoft Purview, Palo Alto Networks Cortex Cloud, Varonis Data Security PlatformFour alternatives
Bedrock Data Security Platform, Microsoft Purview, Prowler, ScoutSuiteMiniMax M2.5Cyera, SentraMicrosoft PurviewChangedno first choiceBedrock Data Security Platformagainst: Normalyzeno first choicenothing named
Three alternatives
Concentric, Forcepoint DSPM, Microsoft PurviewTwo alternatives
Spirion, Varonis Data Security PlatformFive alternatives
Amazon Macie, CrowdStrike, Google DLP API, Microsoft Purview, Polymer Data SecurityGPT-6 LunaWiz DSPMMicrosoft PurviewChangedno first choiceAmazon Macieagainst: Purview Suiteno first choiceagainst: Amazon Macie, Google Security Command Center DSPM
Three alternatives
Cyera, Microsoft Purview, SentraOne alternative
CyeraSeven alternatives
BigID, Cyera, Microsoft Purview DSPM, Palo Alto Networks Cortex Cloud DSPM, Sentra, Varonis Data Security Platform, WizOne alternative
Sensitive Data ProtectionMuse Glimmer 30BSentraMicrosoft PurviewChangedno first choiceagainst: Concentric AI, Varonis Data Security Platform, WizOpen Raven Community Editionagainst: Wizno first choiceagainst: Microsoft Purview, Sentra
Two alternatives
Concentric AI, CyeraThree alternatives
BigID, Mage iDiscover, Varonis Data Security PlatformEight alternatives
Amazon Macie, Bedrock Data Security Platform, Cloudsplaining, Google DLP API, Microsoft Purview, Prowler, ScoutSuite, SteampipeBold 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 | 2026-10-04 21:42 | yes | 17 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:37 | yes | 5 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:43 | yes | 23 | 27 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:32 | yes | 21 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:28 | yes | 22 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:23 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:20 | yes | 21 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:42 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:18 | yes | 18 | 56 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:34 | yes | 17 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:37 | yes | 21 | 21 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:32 | yes | 5 | 10 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:18 | yes | 2 | 20 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:35 | yes | 23 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:31 | yes | 17 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:26 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:23 | yes | 26 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:23 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:39 | yes | 23 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:30 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:23 | yes | 21 | 25 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:27 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:39 | no | 0 | 30 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:27 | yes | 19 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:21 | yes | 10 | 28 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:34 | no | 0 | 48 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:26 | yes | 2 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:36 | yes | 19 | 27 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:31 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:24 | yes | 4 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:33 | yes | 23 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:21 | yes | 20 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:42 | yes | 21 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:35 | yes | 11 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:34 | yes | 20 | 42 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:39 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:43 | yes | 7 | 42 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:39 | yes | 14 | 27 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:20 | yes | 17 | 39 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:17 | yes | 24 | 25 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:23 | yes | 6 | 33 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:30 | yes | 19 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:39 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:40 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:43 | yes | 17 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:34 | yes | 22 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:19 | yes | 18 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:33 | yes | 14 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:21 | yes | 23 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:35 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:25 | yes | 14 | 33 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:37 | yes | 23 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:38 | yes | 21 | 45 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:42 | yes | 8 | 21 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:18 | yes | 3 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:36 | yes | 22 | 28 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:39 | yes | 16 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:21 | no | 0 | 14 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:30 | yes | 9 | 29 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:24 | yes | 14 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:22 | yes | 14 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:42 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:36 | yes | 14 | 42 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:42 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:29 | yes | 5 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:19 | yes | 23 | 32 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:25 | yes | 15 | 20 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:37 | yes | 5 | 13 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:32 | yes | 1 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:27 | yes | 11 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:28 | yes | 15 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:36 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:42 | yes | 16 | 30 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:36 | yes | 36 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:20 | yes | 17 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:29 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:26 | yes | 22 | 34 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:23 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:18 | no | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:24 | yes | 24 | 32 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:42 | yes | 21 | 38 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:38 | yes | 15 | 24 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:23 | yes | 3 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:29 | yes | 23 | 26 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
AWS Macie read as Amazon Macie
IBM Guardium DSPM read as IBM Guardium
IBM Guardium Data Protection read as IBM Guardium
IBM Security Guardium read as IBM Guardium
Microsoft Purview DLP read as Microsoft Purview
Microsoft Purview Information Protection read as Microsoft Purview
Nightfall read as Nightfall AI
Orca read as Orca Security
Palo Alto Networks read as Palo Alto Networks Cortex Cloud
Palo Alto Networks (Cortex Cloud DSPM) read as Palo Alto Networks Cortex Cloud
Palo Alto Networks (via Dig Security) read as Palo Alto Networks Cortex Cloud
Proofpoint read as Proofpoint DSPM
Proofpoint (DSPM) read as Proofpoint DSPM
Purview read as Microsoft Purview
Varonis read as Varonis Data Security Platform
Zscaler read as Zscaler DSPM
Unresolved, counted raw
Cyber
GCP Sensitive Data Protection
Getvisibility
Google Security Command Center DSPM
Mage iDiscover
Netskope One DSPM
Netwrix 1Secure Platform
Open Raven Community Edition
Palo Alto Networks Cortex Cloud DSPM
Polymer Data Security
Purview Suite
Rubrik Data Security
Sensitive Data Protection
Wiz's DSPM module
Discontinued, still offered
No shut-down product was recommended here.
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