Third-party risk management for small business buyers
Asked as “third-party risk management platform”, and as “vendor risk assessment tool”, on behalf of a small B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
44%
Clear leader
44UpGuard26Vanta TPRM06ComplyJet24others
44% of first choices, clear leader.
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 seven 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 headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All twenty-one head-to-head pages: the top seven products, each against each
UpGuard vs BitsightUpGuard vs PrevalentUpGuard vs ProcessUnityPanorays vs Vanta TPRMPanorays vs SecurityScorecardPanorays vs BitsightPanorays vs PrevalentPanorays vs ProcessUnityVanta TPRM vs SecurityScorecardVanta TPRM vs BitsightVanta TPRM vs PrevalentVanta TPRM vs ProcessUnitySecurityScorecard vs BitsightSecurityScorecard vs PrevalentSecurityScorecard vs ProcessUnityBitsight vs PrevalentBitsight vs ProcessUnityPrevalent vs ProcessUnity
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
10
11
12
13Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01UpGuard44%
UpGuard44%02Vanta TPRM26%
Vanta TPRM26%03Drata6%
Drata6%04Secureframe2%
Secureframe2%05Panorays2%
Panorays2%06Venminder2%
Venminder2%07Whistic0%
Whistic0%08SecurityScorecard0%
SecurityScorecard0%09Prevalent0%
Prevalent0%10Bitsight0%
Bitsight0%11Archer0%
Archer0%12ProcessUnity0%
ProcessUnity0%13OneTrust Third-Party Risk Management0%
OneTrust Third-Party Risk Management0%What they warned about
Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, 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.
OneTrust Third-Party Risk Management72%
18 of 25 labels negative · 9 of 12 models · 7 hard negative
“small businesses should be cautious about or avoid the following third-party risk management (TPRM) platforms... OneTrust - Issues: Steep learning curve, complex and opaque pricing” Mistral Small, negative prompt
ProcessUnity75%
15 of 20 labels negative · 9 of 12 models · 4 hard negative
“Avoid higher-end tools like ProcessUnity, which starts around $25,000/year” MiniMax M2.5, budget prompt
Bitsight57%
17 of 30 labels negative · 8 of 12 models · 5 hard negative
“Enterprise Options to Avoid (for Small Teams) - BitSight ... overkill for most small teams” Kimi K2, comparative prompt
SecurityScorecard36%
13 of 36 labels negative · 8 of 12 models · 3 hard negative
“Issues: Poor customer service, data leak detection that triggers too many false positives, and inaccurate data.” Mistral Small, 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
68 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. 949 links across 183 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · UpGuard61 answers · 119 citations · 11 models
37 answers · 37 citations · 9 models
vendor site · G235 answers · 55 citations · 12 models
vendor site · G233 answers · 34 citations · 10 models
30 answers · 43 citations · 11 models
vendor site · Vanta26 answers · 34 citations · 7 models
vendor site · Risk Ledger26 answers · 31 citations · 9 models
vendor site · Riskonnect20 answers · 20 citations · 9 models
vendor site · Panorays19 answers · 22 citations · 9 models
vendor site · Bitsight17 answers · 18 citations · 7 models
17 answers · 17 citations · 8 models
vendor site · Mitratech14 answers · 17 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.
51 answers · 11 models
37 answers · 9 models
31 answers · 9 models
25 answers · 10 models
19 answers · 8 models
19 answers · 9 models
19 answers · 9 models
17 answers · 8 models
15 answers · 8 models
14 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 third-party risk management platform”, “third-party risk management platform”, “third-party risk management 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 |
|---|---|---|---|---|---|---|---|
| UpGuard upguard.com | 44% | 186 | 2,900 | 80 | 319,457 | 25 | 3 |
| Vanta TPRM vanta.com | 26% | 101 | 72,260 | 120 | |||
| Drata drata.com | 6% | 368 | 9,900 | 257 | 36,413 | 54 | |
| ComplyJet complyjet.com | 6% | 26 | 90 | 0 | 2,025 | ||
| Secureframe secureframe.com | 2% | 235 | 2,400 | 39 | 45,014 | 27 | |
| Panorays panorays.com | 2% | 51 | 590 | 1 | 21,228 | 5 | 5 |
| Creditsafe creditsafe.com | 2% | 6 | 4,400 | 70 | 59,141 | 21 | |
| Venminder venminder.com | 2% | 38 | 1,900 | 14 | 4,956 | 4 | |
| Risk Ledger riskledger.com | 2% | 14 | 210 | 14 | 2,293 | 4 | |
| Vendorapp vendorapp.co | 2% | 9 |
Google's top ten for the three searches hold 13 sites; 6 of them are among the sites the models cited here (bitsight.com, gartner.com, panorays.com, riskledger.com, riskonnect.com, upguard.com). The first result for “best third-party risk management 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 third-party risk management platform for a small B2B company?”Paraphrase“Which vendor risk assessment tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top third-party risk management platforms for a small team and how do they differ?”Budget-constrained“What is the best third-party risk management platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a third-party risk management platform. What should we look at?”Negative“Which third-party risk management platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Vanta TPRMVenminderChangedVanta TPRMCreditsafeno first choiceagainst: ProcessUnity
Two alternatives
OneTrust Third-Party Risk Management, PanoraysOne alternative
Vanta TPRMThree alternatives
Creditsafe, Secureframe, UpGuardTwo alternatives
Vanta TPRM, VenminderGPT-5.4 miniVanta TPRMagainst: Panorays, ProcessUnity, UpGuardVanta TPRMHeldVanta TPRM, Venminderagainst: OneTrust Third-Party Risk ManagementRisk 365no first choiceagainst: Creditsafe, D&B Risk Analytics, IBM OpenPages, Prevalent, ProcessUnity, SAP Ariba
One alternative
VenminderThree alternatives
Creditsafe, Secureframe, UpGuardFour alternatives
Prevalent, SecurityScorecard, UpGuard, WhisticOne alternative
Vanta TPRMGemini 3.5 FlashUpGuardagainst: Archer, MetricStream, OneTrust Third-Party Risk ManagementDrata, Vanta TPRMChangedagainst: Bitsight, ProcessUnityUpGuardagainst: Bitsight, SecurityScorecardLT-VRMagainst: Bitsight, OneTrust Third-Party Risk Management, ProcessUnityDrata, Vanta TPRMagainst: Archer, OneTrust Third-Party Risk Management, ServiceNow Third-Party Risk Managementagainst: Archer, Bitsight, BlueVoyant, MetricStream, OneTrust Third-Party Risk Management, SecurityScorecard, ServiceNow Vendor Risk Management
Three alternatives
Drata, Panorays, Vanta TPRMTwo alternatives
Conveyor, UpGuardFour alternatives
Drata, Panorays, Vanta TPRM, VenminderSix alternatives
Fair TPRM, Prevalent Vendor Threat Monitor, SecurityScorecard, Sprinto, UpGuard, Vanta TPRMThree alternatives
Ciphrix, UpGuard, Viso TrustPerplexity SonarUpGuardVanta TPRMChangedUpGuardagainst: AuditBoard, OneTrust Third-Party Risk Management, ProcessUnity, RiskonnectUpGuardno first choiceagainst: Aravo, Archer, Bitsight, Black Kite, Diligent One, MetricStream, OneTrust Third-Party Risk Management, Prevalent, ProcessUnity, Riskonnect, SecurityScorecard
Four alternatives
Bitsight, Panorays, SecurityScorecard, Vanta TPRMFour alternatives
Cloudeagle, Hyperproof, Procurify, SpendfloFive alternatives
Bitsight, Panorays, Prevalent, SecurityScorecard, Vanta TPRMOne alternative
Vanta TPRMGrok 4.20UpGuardagainst: Bitsight, SecurityScorecard, VenminderUpGuardHeldagainst: HyperproofUpGuardagainst: Bitsight, OneTrust Third-Party Risk ManagementvCISO Liteagainst: Bitsight, OneTrust Third-Party Risk Management, ProcessUnity, SecurityScorecard, VenminderUpGuard, Vanta TPRMagainst: Archer, Bitsight, MetricStream, OneTrust Third-Party Risk Management, ProcessUnity, SecurityScorecard
Two alternatives
Secureframe, Vanta TPRMTwo alternatives
Secureframe, Vanta TPRMFour alternatives
Panorays, SecurityScorecard, Vanta TPRM, WhisticTwo alternatives
Fair TPRM or LT-VRM, UpGuardMistral SmallRisk Ledger, UpGuardUpGuard, VendorappChangedVanta TPRMUpGuardno first choiceagainst: OneTrust Third-Party Risk Management, SecurityScorecard
Two alternatives
Prevalent, ProcessUnityTwo alternatives
Spendflo, Vanta TPRMSeven alternatives
Bitsight, Panorays, Prevalent, Secureframe, SecurityScorecard, UpGuard, WhisticTwo alternatives
Bitsight, Vanta TPRMDeepSeek V4 FlashUpGuardVanta TPRMChangedagainst: Archer, OneTrust Third-Party Risk Management, ServiceNow Integrated Risk Management, UpGuardUpGuardagainst: Bitsight, Vanta TPRMUpGuardagainst: Bitsight, OneTrust Third-Party Risk Management, Prevalentno first choiceagainst: Archer, AuditBoard, Diligent One, OneTrust Third-Party Risk Management, Prevalent, ProcessUnity
Four alternatives
Panorays, Prevalent, SecurityScorecard, Vanta TPRMFive alternatives
ComplyJet, Drata, SecurityScorecard, ThirdProof, WhisticThree alternatives
Prevalent, SecurityScorecard, WhisticOne alternative
SecurityScorecardLlama 4 MaverickUpGuardno first choiceChangedno first choiceVanta TPRMno first choiceagainst: Bitsight, Panorays, Prevalent, SecurityScorecard
Three alternatives
Creditsafe, Secureframe, UpGuardQwen 3.7 FlashUpGuard, Vanta TPRMSecureframe, Vanta TPRMChangedUpGuardagainst: PrevalentComplyJet, UpGuardDrata, Vanta TPRMagainst: OneTrust Third-Party Risk Management, ServiceNow Third-Party Risk Managementagainst: Archer, Drata, IBM OpenPages, Microsoft Dynamics 365 Governance, Salesforce, ServiceNow Integrated Risk Management, Typeform, Vanta TPRM
Two alternatives
Creditsafe, SecureframeTwo alternatives
Spendflo, UpGuardThree alternatives
Risk Ledger, SecurityScorecard, Vanta TPRMThree alternatives
OneTrust Third-Party Risk Management, Secureframe, Vanta TPRMFour alternatives
Prevalon, Riskonnect, Secureframe, UpGuardKimi K2UpGuardUpGuardHeldagainst: Bitsight, ProcessUnity, SecurityScorecard, Vanta TPRMUpGuardagainst: Bitsight, Mitratech, OneTrust Third-Party Risk Management, PrevalentUpGuardPanorays, UpGuard, Vanta TPRMagainst: Bitsight, OneTrust Third-Party Risk Management, Panorays, Prevalent, ProcessUnity, RiskRecon, SecurityScorecard, Vanta TPRM, Zania
Three alternatives
Panorays, ProcessUnity, Vanta TPRMTwo alternatives
ComplyJet, ThirdProofFour alternatives
Panorays, Secureframe, SecurityScorecard, Vanta TPRMFour alternatives
Panorays, Secureframe, SecurityScorecard, Vanta TPRMGLM 4.7 FlashXUpGuardagainst: SecurityScorecardComplyJetChangedUpGuard, Vanta TPRMUpGuardno first choiceagainst: Archer, Bitsight, OneTrust Third-Party Risk Management, Panorays, Prevalent, ProcessUnity, SecurityScorecard, ServiceNow Integrated Risk Management
Four alternatives
Nudge Security, RealCISO, Vanta TPRM, vCISO LiteTwo alternatives
UpGuard, Vanta TPRMTwo alternatives
Panorays, SecurityScorecardTwo alternatives
SecurityScorecard, ThirdProofMiniMax M2.5UpGuardComplyJetChangedagainst: UpGuardUpGuardUpGuardagainst: ProcessUnityno first choiceagainst: Bitsight, LogicGate Risk Cloud, Prevalent, ProcessUnity, SecurityScorecard, Vanta TPRM
Three alternatives
Enzuzo, Prevalent, Vanta TPRMTwo alternatives
Smartsheet, Vanta TPRMFive alternatives
Bitsight, Panorays, Secureframe, SecurityScorecard, Vanta TPRMTwo alternatives
Secureframe, Vanta TPRMBold 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 10:47 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 11:51 | yes | 2 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:57 | yes | 12 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 11:29 | yes | 20 | 6 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 13:09 | yes | 39 | 19 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 13:59 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:01 | yes | 8 | 11 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 10:36 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 12:04 | yes | 5 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 13:53 | yes | 12 | 28 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 11:44 | yes | 31 | 53 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 14:01 | yes | 22 | 41 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:25 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 10:18 | yes | 1 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:15 | yes | 8 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 12:45 | yes | 20 | 5 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 11:12 | yes | 37 | 16 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 10:14 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 12:37 | yes | 16 | 19 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 09:53 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 12:19 | yes | 9 | 41 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 11:10 | yes | 24 | 32 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 10:23 | yes | 22 | 225 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 13:37 | yes | 15 | 33 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 12:47 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 13:30 | yes | 8 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 10:30 | yes | 10 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 09:23 | yes | 20 | 9 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 10:06 | yes | 23 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 12:48 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 09:32 | yes | 25 | 27 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 13:31 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 10:27 | yes | 10 | 48 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 14:12 | yes | 12 | 39 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 13:50 | yes | 8 | 47 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 13:17 | yes | 22 | 62 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 10:37 | yes | 18 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 11:21 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:36 | yes | 15 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 13:15 | yes | 20 | 7 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 13:52 | yes | 36 | 20 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 14:08 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:31 | yes | 26 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:00 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 11:16 | yes | 9 | 60 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 13:52 | yes | 22 | 58 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 13:25 | yes | 12 | 18 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 10:25 | yes | 5 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 11:00 | no | 0 | 8 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 11:05 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 14:10 | yes | 9 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 13:45 | yes | 19 | 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 11:03 | yes | 12 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 11:25 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 10:51 | yes | 15 | 18 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 11:29 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 09:48 | yes | 10 | 54 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 09:42 | yes | 13 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 10:41 | yes | 14 | 70 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 13:31 | yes | 5 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 13:07 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 12:27 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 12:43 | yes | 17 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 12:37 | yes | 20 | 8 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 14:06 | yes | 15 | 13 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 13:17 | yes | 13 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 11:22 | yes | 26 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 13:15 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 14:12 | no | 0 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 09:33 | yes | 15 | 65 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 11:02 | yes | 28 | 66 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 13:03 | yes | 12 | 35 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
Diligent read as Diligent One
OneTrust read as OneTrust Third-Party Risk Management
OneTrust (SMB Offerings) read as OneTrust Third-Party Risk Management
OneTrust (TPRM module) read as OneTrust Third-Party Risk Management
ServiceNow read as ServiceNow Third-Party Risk Management
Vanta read as Vanta TPRM
Unresolved, counted raw
Bitline
D&B Risk Analytics
Descartes
Fair TPRM or LT-VRM
Hypersky
Microsoft Dynamics 365 Governance
Prevalent Vendor Threat Monitor
Prevalon
Typeform
VendorGuard
Zania
Discontinued, still offered
No shut-down product was recommended here.