Entity management for enterprise buyers
Asked as “legal entity management software”, and as “corporate governance and entity management tool”, on behalf of an enterprise B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
60%
Clear leader
60Diligent Entities14Athennian08CSC Entity Management18others
60% of first choices, clear leader.
Since October 2026▲+10Since October 2026: 50% → 60%, +10 points. Inside the 10-point floor: within noise.Diligent Entities held the lead, +10 points on 50%, inside the 10-point floor.
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.
Small business
Filejet43%Clear leader↗new leaderNew leader since October 2026: Filejet (43%) replaces EntityKeeper (23% then, 20% now), 23 points clear, past the 10-point floor.Standing →Mid-market
Athennian51%Clear leader▲+10Since October 2026: 41% → 51%, +10 points. Inside the 10-point floor: within noise.Standing →Enterprise
Diligent Entities60%Clear leader▲+10Since October 2026: 50% → 60%, +10 points. Inside the 10-point floor: within noise.This page
Filejet43%Clear leader↗new leaderNew leader since October 2026: Filejet (43%) replaces EntityKeeper (23% then, 20% now), 23 points clear, past the 10-point floor.Standing →Mid-marketAthennian51%Clear leader▲+10Since October 2026: 41% → 51%, +10 points. Inside the 10-point floor: within noise.Standing →EnterpriseDiligent Entities60%Clear leader▲+10Since October 2026: 50% → 60%, +10 points. Inside the 10-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Diligent Entities60%9%65endorsed leader▲+10Since October 2026: 50% → 60%, +10 points. Inside the 10-point floor: within noise.50% → 60%
Diligent Entities60%9%65endorsed leader▲+10Since October 2026: 50% → 60%, +10 points. Inside the 10-point floor: within noise.50% → 60%02Athennian14%4%52accepted challenger▼−4Since October 2026: 18% → 14%, −4 points. Inside the 10-point floor: within noise.18% → 14%
Athennian14%4%52accepted challenger▼−4Since October 2026: 18% → 14%, −4 points. Inside the 10-point floor: within noise.18% → 14%03
CSC Entity Management8%20%51accepted challenger▼−3Since October 2026: 11% → 8%, −3 points. Inside the 10-point floor: within noise.11% → 8%
CSC Entity Management8%20%51accepted challenger▼−3Since October 2026: 11% → 8%, −3 points. Inside the 10-point floor: within noise.11% → 8%04Filejet2%13%30accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%
Filejet2%13%30accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%05EnGlobe2%0%14accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%
06
EntityKeeper2%0%15accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%
EntityKeeper2%0%15accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%07
Computershare GEMS2%44%16criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%
Computershare GEMS2%44%16criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%Show the two products at 0%, ordered by negative rate
09
MinuteBox0%12%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
MinuteBox0%12%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%08
DiliTrust Entity Management0%0%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
DiliTrust Entity Management0%0%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%The floor is 10 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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-one head-to-head pages: the top seven products, each against each
Athennian vs ContractZenAthennian vs MinuteBoxAthennian vs CSC Entity ManagementFilejet vs DiliforceFilejet vs CommendaFilejet vs ContractZenFilejet vs MinuteBoxFilejet vs CSC Entity ManagementDiliforce vs CommendaDiliforce vs ContractZenDiliforce vs MinuteBoxDiliforce vs CSC Entity ManagementCommenda vs ContractZenCommenda vs MinuteBoxCommenda vs CSC Entity ManagementContractZen vs MinuteBoxContractZen vs CSC Entity ManagementMinuteBox vs CSC Entity Management
One product takes 60% of first choices here, so the chart would put eight markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. One product carries a negative rate above 25% in this category.
What they warned about
Ten of fourteen models held their first choice under the paraphrase. Perplexity Sonar, Mistral Small, Llama 4 Maverick 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.
CSC Entity Management20%
10 of 51 labels negative · 8 of 14 models · 6 hard negative
“Avoid or proceed with extreme caution with CSC Entity Management given its poor reviews and documented issues with invoicing, missed filings, and unresponsive support.” Muse Glimmer 30B, negative prompt
Computershare GEMS44%
7 of 16 labels negative · 7 of 14 models · 3 hard negative
“That class is exemplified in the enterprise rankings by CSC Entity Management and Computershare GEMS, both showing high negative label shares in the enterprise set.” Muse Glimmer 30B, negative prompt
Intertrust
100%
5 of 5 labels negative · 5 of 14 models · 3 hard negative
“large enterprises should be cautious about or avoid the following types of entity management tools: 1. Heavy Corporate Services Firms (e.g., CSC Global, Intertrust, Computershare)” Muse Glimmer 30B, negative prompt
Diligent Entities9%
6 of 65 labels negative · 5 of 14 models · 1 hard negative
“Why to avoid: This platform has been flagged in market data as "over-engineered."” GLM 4.7 FlashX, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
73 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. 912 links across 189 sites, every framing counted. Ranked by the number of answers carrying the site or page. 64 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · GetApp35 answers · 52 citations · 11 models
34 answers · 42 citations · 10 models
vendor site · Capterra33 answers · 39 citations · 11 models
vendor site · Diligent32 answers · 51 citations · 10 models
26 answers · 40 citations · 10 models
vendor site · Guideflow26 answers · 28 citations · 10 models
vendor site · Athennian22 answers · 39 citations · 10 models
publisher (Gane)21 answers · 33 citations · 8 models
vendor site · G217 answers · 24 citations · 8 models
vendor site · Sourceforge17 answers · 19 citations · 9 models
vendor site · Filejet16 answers · 21 citations · 8 models
16 answers · 16 citations · 8 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
29 answers · 10 models
26 answers · 10 models
25 answers · 11 models
21 answers · 10 models
20 answers · 10 models
17 answers · 8 models
16 answers · 8 models
15 answers · 7 models
13 answers · 8 models
13 answers · 6 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 legal entity management software”, “entity management tools”, “legal entity management software”. 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 |
|---|---|---|---|---|---|---|---|---|
| Diligent diligent.com Diligent Entities 60%, Diligent One Platform 2% | 62% | 161 | 165,000 | 6,449 | 317,551 company | $287 | 120 | 3 |
| Athennian athennian.com | 14% | 129 | 390 | 8 | 6,319 | 3 | 1 | |
| CSC cscglobal.com CSC Entity Management 8% | 8% | 92 | 110 | 2 | 100,643 company | $72 | 49 | 2 |
| Filejet filejet.com | 2% | 137 | 320 | 0 | 1,207 | 5 | ||
| EnGlobe | 2% | 480 | 55 | |||||
| EntityKeeper entitykeeper.com | 2% | 91 | 90 | 0 | 617 | 5 | ||
| Lextree lextree.ai | 2% | 18 | 70 | 1 | 2 | |||
| CT hCue Entity Management | 2% | |||||||
| Intapp Entity Management | 2% | |||||||
| Onetech | 2% |
Google's top ten for the three searches hold 18 sites; 5 of them are among the sites the models cited here (athennian.com, capterra.com, cscglobal.com, diligent.com, g2.com). The first result for “best legal entity management software” is wolterskluwer.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 legal entity management software for an enterprise B2B company?”Paraphrase“Which corporate governance and entity management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade entity management tools and how do they differ?”Budget-constrained“What is the best legal entity management software for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a legal entity management software. What should we look at?”Negative“Which entity management tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Diligent EntitiesDiligent EntitiesHeldCSC Entity Management, CT hCue Entity ManagementFilejetno first choicenothing named
Three alternatives
Athennian, Computershare's Global Entity Management System, DiliTrust Entity ManagementThree alternatives
CSC Entity Management, Computershare GEMS, EnGlobeThree alternatives
Athennian, DiliTrust Entity Management, Diligent EntitiesThree alternatives
Athennian, CSC Entity Management, Computershare GEMSGPT-5.4 miniDiligent EntitiesDiligent EntitiesHeldDiligent Entitiesagainst: Wolters KluwerAthennianno first choicenothing named
Two alternatives
Athennian, CT Corporation Entity ManagementThree alternatives
Deel, DiliTrust Entity Management, WrikeThree alternatives
Athennian, DiliTrust Entity Management, Vistra Entity ManagementOne alternative
Diligent EntitiesGemini 3.5 FlashDiligent EntitiesDiligent EntitiesHeldDiligent EntitiesAthennian, CSC Entity ManagementAthennianagainst: Computershare GEMS, Diligent Entitiesagainst: LegalZoom, MyCompanyWorks, ZenBusiness
Three alternatives
Athennian, CSC Entity Management, Computershare GEMSThree alternatives
CSC Entity Management, Computershare GEMS, MinuteBoxFive alternatives
Athennian, CSC Entity Management, CT Corporation Entity Management, Computershare GEMS, MinuteBoxTwo alternatives
Diligent Entities, MinuteBoxThree alternatives
CSC Entity Management, EntityKeeper, MinuteBoxPerplexity SonarDiligent EntitiesCT hCue Entity ManagementChangedDiligent EntitiesAthennianno first choiceagainst: Athennian, CSC Entity Management, CT Corporation Entity Management, Computershare GEMS, Diligent Entities
Five alternatives
Athennian, CSC Entity Management, EntityKeeper, Filejet, HSP Group GateWay EntitiesFour alternatives
Athennian, Computershare Global Entity Management, Diligent Entities, EnGlobeEight alternatives
Athennian, Atlas, CSC Entity Management, Computershare GEMS, DiliTrust Entity Management, Filejet, MinuteBox, Wolters Kluwer LegiswayThree alternatives
CSC / CT Corporation, Diligent Entities, FilejetGrok 4.20Diligent EntitiesDiligent EntitiesHeldDiligent Entitiesagainst: Deloitte Entity Management SolutionsDiligent Entitiesagainst: CSC Entity Management, CT Corporation Entity Management, Diliforceno first choiceagainst: Filejet, Google Sheets, Microsoft Excel, MinuteBox
Four alternatives
Athennian, CSC Entity Management, DiliTrust Entity Management, FilejetThree alternatives
CSC Entity Management, DiliTrust Entity Management, EnGlobeThree alternatives
EnGlobe, EntityKeeper, FilejetTwo alternatives
Athennian, FilejetMistral SmallAthennian, Diligent EntitiesDiligent EntitiesChangedDiligent Entities, EnGlobeDiligent EntitiesDiligent Entities, Intapp Entity Managementagainst: CSC Entity Management, Computershare GEMS, Intertrust
Three alternatives
CSC Entity Management, DiliTrust Entity Management, FilejetTwo alternatives
Athennian, Nasdaq KubeThree alternatives
Athennian, CSC Entity Management, FilejetTwo alternatives
Athennian, LextreeFour alternatives
Conga Compliance, Covisint, Mitratech Entities, Quicken Legal BusinessDeepSeek V4 FlashDiligent EntitiesDiligent EntitiesHeldAthennian, Diligent Entitiesagainst: ContractZen, MinuteBoxAthennianagainst: XakiaDiligent Entitiesagainst: Filejetagainst: Corporify
Two alternatives
Athennian, CSC Entity ManagementTwo alternatives
Athennian, CSC Entity ManagementNine alternatives
EntityKeeper, Filejet, Informatica, Quantexa, Reltio, SAP Master Data Governance, Semarchy xDM, Senzing, Stibo SystemsOne alternative
Diligent EntitiesOne alternative
AthennianLlama 4 Maverickno first choiceDiligent EntitiesChangedno first choiceno first choiceno first choiceagainst: CSC Entity Management, Computershare GEMS, Intertrust
Three alternatives
Boardable, MetricStream, WorkivaQwen 3.7 FlashDiligent EntitiesDiligent EntitiesHeldDiligent Entities, WorkivaDiligent One PlatformOnetechagainst: Jira, Microsoft Power Platform, Notion, Oracle Siebel, SAP, Salesforce, SharePoint
Three alternatives
Athennian, EnGlobe, FilejetTwo alternatives
Imanum, ServiceNow Business ApplicationsThree alternatives
Boardable, Capstone CorpSec, EntityOne.ioFour alternatives
Board.Vantage, Catalyst, Oracle NetSuite, SAPThree alternatives
Boardable, CorpNet, LegallyKimi K2Diligent EntitiesDiligent EntitiesHeldAthennian, Diligent EntitiesComputershare GEMSagainst: Diligent EntitiesAthennianagainst: Diligent Entitiesagainst: CSC Entity Management, Computershare GEMS, Intertrust
Two alternatives
Deloitte Entity Management Solutions, FilejetThree alternatives
Athennian, CSC Entity Management, DeelSix alternatives
CSC Entity Management, CT hCue, EntityKeeper, Fides, Filejet, MinuteBoxTwo alternatives
Athennian, LextreeFour alternatives
CSC Entity Management, Klea, Lextree, Nasdaq KubeGLM 4.7 FlashXDiligent EntitiesDiligent EntitiesHeldDiligent EntitiesEntityKeeperno first choiceagainst: CSC Entity Management, Diligent Entities, Microsoft Excel
Five alternatives
CSC Entity Management, EnGlobe, EntityKeeper, Filejet, LextreeFour alternatives
Athennian, CSC Entity Management, Commenda, CorporaterFour alternatives
Athennian, Deloitte Entity Management Solutions, EnGlobe, FilejetTwo alternatives
Athennian, FilejetMiniMax M2.5Diligent Entities, EnGlobeCSC Entity Management, Diligent EntitiesChangedAthennian, DiliTrust Entity Management, Diligent Entitiesagainst: FilejetLextreeagainst: Athennian, CSC Entity Management, Filejetno first choiceagainst: CSC Entity Management, Computershare GEMS, Diligent Entities, Intertrust
Three alternatives
Athennian, EntityKeeper, FilejetTwo alternatives
EnGlobe, Nasdaq BoardvantageFour alternatives
Commenda, Deloitte Entity Management Solutions, EnGlobe, EntityKeeperOne alternative
Diligent EntitiesSeven alternatives
Athennian, CSC Entity Management, CTAdvantage, Diligent Entities, Filejet, Lextree, MinuteBoxGPT-6 LunaDiligent EntitiesDiligent EntitiesHeldno first choiceCSC Entity Managementno first choiceagainst: Deel, Rippling, Wrike
Three alternatives
Athennian, CSC Entity Management, CT hCueOne alternative
CSC Entity ManagementSix alternatives
Athennian, CSC Entity Management, CT hCue, Computershare GEMS, DiliTrust Legal Entity Management, Diligent EntitiesOne alternative
Diligent EntitiesFour alternatives
Athennian, CSC Entity Management, Diligent Entities, Wolters Kluwer LegiswayMuse Glimmer 30BDiligent EntitiesDiligent EntitiesHeldAthennian, Filejet, InformaticaCSC Entity Managementno first choiceagainst: CSC Entity Management, Computershare GEMS, Intertrust
Two alternatives
Athennian, Deloitte Entity Management SolutionsTwo alternatives
Athennian, CSC Entity ManagementFour alternatives
EnGlobe, EntityKeeper, Reltio Multidomain MDM, SAP Master Data Governance, SAP MDGTwo alternatives
EntityKeeper, FilejetBold 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.
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 | 2026-11-01 10:00 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:32 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:08 | yes | 12 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 10:02 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:16 | yes | 14 | 35 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:09 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:43 | yes | 22 | 25 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:45 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:07 | yes | 5 | 20 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:50 | yes | 9 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:36 | yes | 14 | 22 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:25 | yes | 8 | 65 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:20 | yes | 3 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:56 | yes | 14 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:56 | yes | 19 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:57 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:57 | no | 0 | 17 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 10:48 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:18 | yes | 5 | 30 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:57 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:06 | yes | 22 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:13 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:24 | no | 0 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:37 | yes | 10 | 15 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:34 | yes | 15 | 18 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:10 | yes | 9 | 25 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:57 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:45 | yes | 13 | 14 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:14 | yes | 15 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:20 | yes | 5 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:55 | yes | 14 | 31 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 08:47 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:12 | yes | 18 | 43 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:55 | yes | 19 | 13 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:09 | yes | 25 | 35 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:42 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:07 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:26 | yes | 25 | 45 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:57 | yes | 12 | 113 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:56 | yes | 24 | 118 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:25 | yes | 6 | 22 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:34 | yes | 24 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:34 | yes | 19 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:52 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:23 | yes | 9 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 11:04 | yes | 10 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:24 | yes | 19 | 29 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:46 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:58 | yes | 22 | 22 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:44 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:43 | no | 0 | 47 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:51 | yes | 25 | 38 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:29 | yes | 20 | 76 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:11 | yes | 5 | 24 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:47 | yes | 3 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:44 | yes | 14 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:43 | yes | 19 | 12 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:09 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:45 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:56 | yes | 10 | 11 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:24 | yes | 10 | 35 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:49 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:16 | yes | 25 | 46 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:05 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:26 | no | 0 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:23 | yes | 25 | 67 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:37 | yes | 14 | 41 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:35 | yes | 10 | 50 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:51 | yes | 5 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:36 | yes | 15 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:13 | yes | 20 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:40 | no | 0 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:55 | no | 0 | 18 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 11:57 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:29 | yes | 17 | 35 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:21 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:51 | yes | 23 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:07 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:41 | no | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:45 | yes | 25 | 66 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:13 | yes | 25 | 111 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:45 | yes | 11 | 67 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:04 | yes | 2 | 10 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:44 | yes | 16 | 29 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
CSC read as CSC Entity Management
CSC (Corporation Service Company) read as CSC Entity Management
CT Corporation read as CT Corporation Entity Management
Computershare read as Computershare GEMS
DiliTrust read as DiliTrust Entity Management
DiliTrust Governance Suite read as DiliTrust Entity Management
Diligent read as Diligent Entities
Diligent (Entities) read as Diligent Entities
Diligent (specifically Diligent One) read as Diligent Entities
Excel read as Microsoft Excel
Wolters Kluwer CT Corporation read as CT Corporation Entity Management
Unresolved, counted raw
AWS Entity Resolution
Ataccama
Board.Vantage
Capstone CorpSec
Catalyst
CluedIn
Computershare's Global Entity Management System
Computershare's Global Entity Management System, GEMS™
Conga Compliance
Covisint (now part of OpenText)
Diligent Entity
Enate
EntityOne.io
Google Cloud Entity Reconciliation
Imanum
Intapp Entity Management
Mercator
Microsoft Power Platform
Mitratech Entities
MyCompanyWorks
Onetech
Quicken Legal Business
Reltio Multidomain MDM
SAP Master Data Governance, SAP MDG
Senzing
ServiceNow Business Applications (Formerly Boardvantage)
Splink
Stibo Systems STEP
Thomson Reuters Entity Management
TigerGraph
Vistra Entity Management
Zingg
hCue
iManage
Discontinued, still offered
No shut-down product was recommended here.