Compliance automation
Asked as “compliance automation platform”, and as “SOC 2 and ISO 27001 automation tool”, on behalf of a mid-market B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
37%
Contested · Vanta 23%
37Drata23Vanta08Sprinto33others
37% 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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five 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.
All ten head-to-head pages: the top five products, each against each
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
04
05
06
07
08
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Drata37%
Drata37%02Vanta23%
Vanta23%03Sprinto8%
Sprinto8%04Secureframe4%
Secureframe4%05Scrut Automation4%
Scrut Automation4%06Hyperproof0%
Hyperproof0%07Scytale0%
Scytale0%08Thoropass0%
Thoropass0%09AuditBoard0%
AuditBoard0%10OneTrust Tech Risk & Compliance0%
OneTrust Tech Risk & Compliance0%What they warned about
Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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.
Drata25%
15 of 59 labels negative · 9 of 12 models · 2 hard negative
“Avoid: Enterprise tools like Vanta/Drata (higher cost, sales-led pricing).” Grok 4.20, budget prompt
Vanta25%
15 of 59 labels negative · 9 of 12 models · 2 hard negative
“Avoid: Enterprise tools like Vanta/Drata (higher cost, sales-led pricing).” Grok 4.20, budget prompt
Secureframe17%
9 of 53 labels negative · 7 of 12 models
“frequently cited as platforms to be cautious about rather than outright avoid, specifically regarding long-term cost and vendor lock-in” Qwen 3.7 Flash, negative prompt
OneTrust Tech Risk & Compliance40%
4 of 10 labels negative · 4 of 12 models · 1 hard negative
“Verdict: Avoid unless you truly have thousands of employees and a dedicated GRC team.” DeepSeek V4 Flash, 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. 1047 links across 248 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Vanta32 answers · 46 citations · 12 models
32 answers · 41 citations · 11 models
vendor site · Optro27 answers · 27 citations · 11 models
vendor site · Netwrix25 answers · 26 citations · 11 models
23 answers · 30 citations · 9 models
vendor site · Sprinto21 answers · 33 citations · 8 models
vendor site · ComplyJet19 answers · 31 citations · 11 models
18 answers · 24 citations · 8 models
vendor site · Cynomi18 answers · 20 citations · 9 models
vendor site · Consilien18 answers · 18 citations · 8 models
16 answers · 25 citations · 7 models
vendor site · Drata12 answers · 19 citations · 5 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.
26 answers · 11 models
25 answers · 11 models
22 answers · 9 models
22 answers · 11 models
18 answers · 8 models
18 answers · 8 models
17 answers · 9 models
10 answers · 10 models
10 answers · 5 models
9 answers · 7 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 compliance automation platform”, “compliance automation platform”, “compliance automation 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Drata drata.com | 37% | 368 | 9,900 | 257 | 36,413 | 54 | 7 |
| Vanta vanta.com | 23% | 381 | 40,500 | 1,219 | 72,260 | 120 | 1 |
| Sprinto sprinto.com | 8% | 256 | 2,400 | 79 | 26,896 | 43 | |
| CATAAM cataam.com | 6% | ||||||
| LowerPlane lowerplane.com | 6% | 8 | 20 | 0 | 82 | ||
| Secureframe secureframe.com | 4% | 235 | 2,400 | 39 | 45,014 | 27 | |
| Scrut Automation scrut.io | 4% | 117 | 390 | 10 | 10,568 | 34 | 9 |
| SecureSlate getsecureslate.com | 4% | 3 | |||||
| OneTrust onetrust.com OneTrust Certification Automation 2% | 2% | 5 | 14,800 | 624 | 54,294 company | 58 | |
| Complies.ai complies.ai | 2% | 5 | 0 | 72 |
Google's top ten for the three searches hold 23 sites; 5 of them are among the sites the models cited here (cynomi.com, drata.com, netwrix.com, optro.ai, vanta.com). The first result for “best compliance automation platform” is vanta.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 compliance automation platform for a mid-market B2B company?”Paraphrase“Which SOC 2 and ISO 27001 automation tool would you recommend to a mid-sized B2B company?”Comparative“What are the top compliance automation platforms and how do they differ?”Budget-constrained“What is the best compliance automation platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a compliance automation platform. What should we look at?”Negative“Which compliance automation platforms should I avoid or be cautious about?”
Claude Haiku 4.5Drata, VantaDrataChangedVantaagainst: HyperproofSprintono first choiceagainst: Archer, ISMS.online, OneTrust Tech Risk & Compliance
Four alternatives
Hyperproof, Secureframe, Sprinto, ThoropassTwo alternatives
Secureframe, SprintoFive alternatives
Cynomi, Drata, Optro, Orbiq, SecureframeTwo alternatives
Scrut Automation, SecureframeGPT-5.4 miniVantaDrataChangedDrata, VantaDrata, Vantano first choicenothing named
Two alternatives
Drata, SecureframeTwo alternatives
Secureframe, VantaFour alternatives
AuditBoard, Hyperproof, OneTrust Tech Risk & Compliance, SecureframeTwo alternatives
Secureframe, SprintoGemini 3.5 FlashDrataDrataHeldDrata, VantaScrut Automationagainst: Drata, VantaDrata, Vantaagainst: AuditBoard, LogicGateagainst: Delve, Drata, Vanta
Three alternatives
Hyperproof, Secureframe, VantaThree alternatives
Hyperproof, Secureframe, VantaFive alternatives
AuditBoard, Cynomi, LogicGate Risk Cloud, Secureframe, SprintoTwo alternatives
Scytale, SprintoTwo alternatives
Secureframe, ThoropassPerplexity SonarVantaDrataChangedno first choiceSprintoagainst: Drata, Vantano first choicenothing named
Four alternatives
Drata, Hyperproof, Secureframe, SureCloudOne alternative
VantaTwo alternatives
CATAAM, LowerPlaneGrok 4.20Drata, VantaDrataChangedagainst: Hyperproof, Secureframe, Sprintono first choiceLowerPlaneagainst: Drata, Vantano first choiceagainst: Drata, Hyperproof, Secureframe, Vanta
Three alternatives
Scrut Automation, Secureframe, SprintoOne alternative
VantaThree alternatives
CATAAM, ComplyJet, Strike GraphMistral SmallDrataDrataHeldScytaleCATAAMagainst: Drata, Secureframe, Vantano first choiceagainst: Drata, Scrut Automation, Scytale, Secureframe, Sprinto, Thoropass, Vanta
Two alternatives
Secureframe, VantaThree alternatives
Secureframe, Sprinto, VantaFive alternatives
Drata, Hyperproof, Mitratech Alyne, ServiceNow Integrated Risk Management, Strike GraphOne alternative
LowerPlaneDeepSeek V4 FlashDrataagainst: Scrut Automation, SprintoSecureframeChangedVantaagainst: ArcherOneTrust Certification Automationagainst: Drata, VantaVantaagainst: Archer, Drata, MetricStream, OneTrust Tech Risk & Compliance, Secureframe, Sprinto, Vanta
Two alternatives
Secureframe, VantaTwo alternatives
Drata, VantaFive alternatives
Drata, OneTrust Tech Risk & Compliance, Secureframe, ServiceNow Integrated Risk Management, SprintoFour alternatives
ComplyJet, SecureSlate, Secureframe, SprintoThree alternatives
Drata, Orbiq, SecureframeLlama 4 MaverickVantaSecureframeChangedno first choiceCATAAM, Ciphrix, LowerPlane, Sprintono first choicenothing named
Two alternatives
Drata, SecureframeFour alternatives
Hyperproof, Mitratech Alyne, Optro, VantaSix alternatives
Apptega, Archer Regulatory and Corporate Compliance, Drata, Hyperproof, Mitratech Alyne, OneTrust Certification AutomationQwen 3.7 FlashDrata, VantaVantaChangedDrata, VantaCATAAM, Scrut Automationagainst: Drata, Vantano first choiceagainst: Archer, ServiceNow Integrated Risk Managementagainst: Compliance Quest, Complyance, Drata, Kaseya's Compliance Manager, MyComplianceOffice, Secureframe, Vanta
Four alternatives
LogicGate, Orbiq, Secureframe, SureCloudOne alternative
DrataFive alternatives
AuditBoard, Hyperproof, OneTrust Tech Risk & Compliance, Secureframe, ServiceNow Integrated Risk ManagementOne alternative
ScytaleEight alternatives
AuditBoard, Diligent, Drata, LogicManager, OneTrust Tech Risk & Compliance, Secureframe, Vanta, WardenAIKimi K2DrataDrataHeldVantaSecureSlate, Sprintoagainst: Drata, Vantano first choiceagainst: Delve, Drata, Secureframe, Vanta
Three alternatives
Secureframe, Sprinto, VantaThree alternatives
Secureframe, Sprinto, VantaSeven alternatives
AuditBoard, Drata, Hyperproof, LogicGate Risk Cloud, OneTrust Tech Risk & Compliance, Secureframe, SprintoThree alternatives
Comp AI, Scrut Automation, ScytaleGLM 4.7 FlashXDrata, Vantaagainst: AuditBoard, MetricStream, OneTrust Tech Risk & Compliance, ServiceNow Integrated Risk ManagementDrataChangedno first choiceLowerPlane, RealCISOStrac Complyagainst: Drata, Secureframe, Vanta
Three alternatives
Hyperproof, Orbiq, SecureframeThree alternatives
ComplyJet, Sprinto, VantaFour alternatives
Bright Defense Sentry, Ethicontrol, SimpleRisk, SprintoFour alternatives
Drata, Hyperproof, Secureframe, VantaMiniMax M2.5DrataVantaChangedVantaComplies.ai, SecureSlateagainst: Drata, OneTrust Tech Risk & Compliance, Secureframe, Vantano first choicenothing named
Two alternatives
Orbiq, VantaThree alternatives
Centraleyes, Drata, SecureframeFour alternatives
Drata, Hyperproof, OneTrust Certification Automation, SecureframeThree alternatives
HiComply, Sprinto, Strike GraphBold 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 08:33 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 08:54 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:42 | yes | 20 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 09:03 | 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 08:41 | yes | 32 | 17 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:21 | yes | 5 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:22 | yes | 15 | 14 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:55 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:36 | yes | 5 | 28 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:56 | yes | 15 | 43 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 09:11 | yes | 14 | 52 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:43 | yes | 9 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 08:38 | yes | 14 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 08:23 | yes | 4 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:42 | yes | 14 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 09:12 | 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 09:09 | yes | 41 | 18 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:53 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:31 | yes | 10 | 12 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:53 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:40 | yes | 10 | 49 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:22 | yes | 15 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:21 | yes | 20 | 51 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:19 | yes | 5 | 42 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 09:11 | yes | 16 | 15 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 08:22 | yes | 6 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:32 | yes | 27 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 08:17 | yes | 20 | 10 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 08:51 | yes | 25 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:43 | yes | 8 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:21 | yes | 28 | 28 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:54 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 09:11 | no | 0 | 44 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:45 | yes | 18 | 75 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:27 | yes | 20 | 109 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 09:04 | yes | 23 | 40 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 08:54 | yes | 17 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 08:29 | no | 0 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:56 | yes | 13 | 19 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 08:56 | yes | 20 | 13 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 09:05 | yes | 38 | 14 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:42 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:26 | yes | 13 | 14 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:47 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:20 | yes | 24 | 65 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:48 | yes | 13 | 146 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:50 | yes | 35 | 178 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:23 | yes | 8 | 25 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 09:05 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 09:01 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 09:11 | yes | 13 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 08:57 | yes | 20 | 7 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 09:06 | yes | 18 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 08:57 | no | 0 | 2 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:52 | yes | 25 | 25 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:42 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:42 | no | 0 | 38 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:46 | yes | 15 | 63 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:38 | yes | 18 | 46 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:51 | yes | 5 | 16 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 08:44 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 08:43 | yes | 2 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 08:22 | yes | 25 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 09:11 | 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 08:51 | yes | 45 | 17 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 09:07 | yes | 5 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 08:58 | yes | 29 | 29 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 08:51 | yes | 9 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 08:52 | yes | 10 | 47 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 08:47 | yes | 29 | 41 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 08:55 | yes | 29 | 56 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 08:45 | yes | 5 | 19 s |
Noise floor in this category
Flips between the edition run and its calibration repeat. Six prompts per model is a small sample; the index-wide floor is the number to trust.
ShowHide
Claude Haiku 4.5
3 of 4 flipped
GPT-5.4 mini
3 of 4 flipped
Gemini 3.5 Flash
3 of 5 flipped
Perplexity Sonar
1 of 4 flipped
Grok 4.20
2 of 4 flipped
Mistral Small
3 of 5 flipped
DeepSeek V4 Flash
3 of 5 flipped
Llama 4 Maverick
2 of 3 flipped
Qwen 3.7 Flash
3 of 4 flipped
Kimi K2
4 of 6 flipped
GLM 4.7 FlashX
4 of 5 flipped
MiniMax M2.5
3 of 4 flipped
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
OneTrust read as OneTrust Tech Risk & Compliance
Scrut read as Scrut Automation
Unresolved, counted raw
Archer Regulatory and Corporate Compliance
Bright Defense Sentry
Compliance Quest
Kaseya's Compliance Manager
MyComplianceOffice
SAIGlobal
WardenAI
Discontinued, still offered
No shut-down product was recommended here.