Entity management for small business buyers
Asked as “legal entity management software”, and as “corporate governance and entity management tool”, on behalf of a small B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
23%
Contested · Filejet 17%
23EntityKeeper17Filejet10ContractZen50others
23% of first choices, contested.
Since September 2026▼−3Since September 2026: 25% → 22%, −3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.EntityKeeper held the lead, −3 points on 25%, 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
EntityKeeper23%Contested▼−3Since September 2026: 25% → 22%, −3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.This pageMid-market
Athennian41%Clear leader▲+20Since September 2026: 18% → 38%, +20 points. Past the 10-point floor: movement. Read over the models both editions asked.Standing →Enterprise
Diligent Entities50%Clear leader▲+12Since September 2026: 39% → 51%, +12 points. Past the 10-point floor: movement. Read over the models both editions asked.Standing →
EntityKeeper23%Contested▼−3Since September 2026: 25% → 22%, −3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.This pageMid-marketAthennian41%Clear leader▲+20Since September 2026: 18% → 38%, +20 points. Past the 10-point floor: movement. Read over the models both editions asked.Standing →EnterpriseDiligent Entities50%Clear leader▲+12Since September 2026: 39% → 51%, +12 points. Past the 10-point floor: movement. Read over the models both editions asked.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01EntityKeeper23%7%41accepted challenger▼−3Since September 2026: 25% → 22%, −3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.25% → 22%
EntityKeeper23%7%41accepted challenger▼−3Since September 2026: 25% → 22%, −3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.25% → 22%02
Filejet17%3%31accepted challenger▲+11Since September 2026: 7% → 17%, +11 points. Past the 10-point floor: movement. Read over the models both editions asked.7% → 17%
Filejet17%3%31accepted challenger▲+11Since September 2026: 7% → 17%, +11 points. Past the 10-point floor: movement. Read over the models both editions asked.7% → 17%03
MinuteBox8%8%13accepted challenger▼−7Since September 2026: 14% → 7%, −7 points. Inside the 10-point floor: within noise. Read over the models both editions asked.14% → 7%
MinuteBox8%8%13accepted challenger▼−7Since September 2026: 14% → 7%, −7 points. Inside the 10-point floor: within noise. Read over the models both editions asked.14% → 7%05Athennian2%41%37criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 2%
Athennian2%41%37criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 2%Show the three products at 0%, ordered by negative rate
08Diligent Entities0%72%43criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.2% → 0%
Diligent Entities0%72%43criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.2% → 0%07
CSC Entity Management0%70%20criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
CSC Entity Management0%70%20criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%06
CT Corporation Entity Management0%40%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
CT Corporation Entity Management0%40%10criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 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 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Athennian vs FilejetAthennian vs CommendaAthennian vs MinuteBoxAthennian vs DiscernContractZen vs Diligent EntitiesContractZen vs EntityKeeperContractZen vs FilejetContractZen vs CommendaContractZen vs MinuteBoxContractZen vs DiscernDiligent Entities vs EntityKeeperDiligent Entities vs FilejetDiligent Entities vs CommendaDiligent Entities vs MinuteBoxDiligent Entities vs DiscernEntityKeeper vs FilejetEntityKeeper vs CommendaEntityKeeper vs MinuteBoxEntityKeeper vs DiscernFilejet vs CommendaFilejet vs MinuteBoxFilejet vs DiscernCommenda vs MinuteBoxCommenda vs DiscernMinuteBox vs Discern
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 →
010203
0405060708Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01EntityKeeper23%
EntityKeeper23%02Filejet17%
Filejet17%03MinuteBox8%
MinuteBox8%04EntityFlo6%
EntityFlo6%05Athennian2%
Athennian2%06CT Corporation Entity Management0%
CT Corporation Entity Management0%07CSC Entity Management0%
CSC Entity Management0%08Diligent Entities0%
Diligent Entities0%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, Llama 4 Maverick, Qwen 3.7 Flash, 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.
Diligent Entities72%
31 of 43 labels negative · 14 of 14 models · 10 hard negative
“Small businesses should be cautious with enterprise-grade entity management tools like Diligent Entities... High costs: Diligent Entities starts around $10,000+ per year per feature” Grok 4.1 Fast, negative prompt
CSC Entity Management70%
14 of 20 labels negative · 9 of 14 models · 9 hard negative
“"Diligent Entities / CSC:** While they are industry giants, they are built for massive multinational conglomerates" and "the cost will likely exceed your budget."” Muse Glimmer 30B, negative prompt
Athennian41%
15 of 37 labels negative · 8 of 14 models · 5 hard negative
“Listed in the AI-model SMB recommendation index under "**Tools to Avoid:** *Diligent Entities, Athennian, Computershare GEMS, DiliTrust Governance Suite*."” Muse Glimmer 30B, negative prompt
Computershare GEMS100%
7 of 7 labels negative · 4 of 14 models · 5 hard negative
“should be cautious with enterprise-grade entity management tools like ... Computershare GEMS, as they often prioritize large corporations over SMB needs” Grok 4.1 Fast, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
75 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. 1058 links across 160 sites, every framing counted. Ranked by the number of answers carrying the site or page. 52 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 · G243 answers · 80 citations · 13 models
39 answers · 39 citations · 11 models
vendor site · Sourceforge36 answers · 53 citations · 12 models
35 answers · 73 citations · 11 models
vendor site · GetApp34 answers · 46 citations · 12 models
vendor site · Discern32 answers · 46 citations · 11 models
32 answers · 33 citations · 10 models
26 answers · 32 citations · 10 models
25 answers · 40 citations · 11 models
25 answers · 35 citations · 12 models
23 answers · 30 citations · 8 models
22 answers · 28 citations · 10 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.
39 answers · 11 models
32 answers · 10 models
26 answers · 11 models
22 answers · 9 models
21 answers · 8 models
20 answers · 10 models
19 answers · 9 models
18 answers · 9 models
17 answers · 9 models
17 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 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 |
|---|---|---|---|---|---|---|---|---|
| EntityKeeper entitykeeper.com | 23% | 103 | 90 | 0 | 617 | 5 | ||
| Filejet filejet.com | 17% | 61 | 320 | 0 | 1,207 | 5 | ||
| ContractZen | 10% | 50 | 0 | |||||
| MinuteBox minutebox.com | 8% | 41 | 210 | 4 | 3,676 | 8 | 4 | |
| Diliforce diliforce.com | 8% | 11 | 10 | 0 | 93 | 1 | 7 | |
| EntityFlo entityflo.com | 6% | 17 | 10 | 0 | 4 | |||
| Discern discern.com | 4% | 28 | 90,500 | 5,733 | 168,810 | |||
| Clerky clerky.com | 4% | 6 | ||||||
| Commenda commenda.io | 2% | 110 | 390 | 5 | 569,684 | $5,224 | 0 | |
| Athennian athennian.com | 2% | 150 | 390 | 8 | 6,319 | 3 | 1 |
Google's top ten for the three searches hold 18 sites; 2 of them are among the sites the models cited here (capterra.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 a small B2B company?”Paraphrase“Which corporate governance and entity management tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top entity management tools for a small team and how do they differ?”Budget-constrained“What is the best legal entity management software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a legal entity management software. What should we look at?”Negative“Which entity management tools should a small business avoid or be cautious about?”
Claude Haiku 4.5DiliforceLegalZoom, Rocket LawyerChangedEntityKeeperagainst: Diligent EntitiesDiliforce, MinuteBoxagainst: Filejetno first choiceagainst: CSC Entity Management, CT Corporation Entity Management, Diligent Entities, EntityKeeper, Safeguard Global
Four alternatives
Athennian, Constellate, EntityKeeper, MinuteBoxOne alternative
CartaThree alternatives
Athennian, Commenda, DeelTwo alternatives
ContractZen, EnGlobeGPT-5.4 miniAthennianFidesChangedagainst: Diligent Entities, NEWTONDiligent EntitiesFilejetno first choicenothing named
Three alternatives
CSC Entity Management, DiliTrust Entity Management, Diligent EntitiesTwo alternatives
Athennian, GovendaTwo alternatives
Diligent Boards, Diligent One PlatformOne alternative
Diligent EntitiesGemini 3.5 FlashDiliforceagainst: Computershare GEMS, Deloitte, Diligent EntitiesContractZenChangedagainst: CSC Entity Management, Diligent EntitiesDiliforceagainst: AthennianDiliforceagainst: Athennian, Computershare GEMS, Diligent EntitiesContractZenagainst: CSC Entity Management, Computershare GEMS, Diligent Entitiesagainst: Bizee, CSC Entity Management, CT Corporation Entity Management, Computershare GEMS, Diligent Entity Management, Harbor Compliance, LegalZoom, ZenBusiness
Three alternatives
Filejet, Lextree, SingleFileThree alternatives
Athennian, Clara, OnBoardTwo alternatives
EntityKeeper, MinuteBoxThree alternatives
Clerky, Filejet, LextreeFour alternatives
Athennian, Diliforce, Filejet, LextreePerplexity SonarFilejetContractZenChangedno first choiceEntityKeeperno first choiceagainst: Diligent Entities
Three alternatives
Athennian, EntityKeeper, MinuteBoxFive alternatives
Azeus Convene, BoardPAC, OnBoard, Sprinto, StandardFusionFour alternatives
Corporify, EntityKeeper, Northwest Registered Agent, ZenBusinessOne alternative
LextreeGrok 4.1 FastClerkyContractZenChangedEntityKeeperagainst: Diligent EntitiesEntityFloagainst: Athennian, CSC Entity Management, Diligent EntitiesEntityKeeperagainst: Athennian, CSC Entity Management, Computershare GEMS, Diligent Entities
One alternative
EntityKeeperOne alternative
EntityKeeperFour alternatives
Athennian, Commenda, EntityFlo, EqvistaFour alternatives
Alethia, Carta, Discern, EntityKeeperTwo alternatives
Diligent Entities, DiscernMistral SmallDiscern, EntityKeeperno first choiceChangedEntityFloEntityKeeperno first choiceagainst: Athennian, Computershare GEMS, DiliTrust Entity Management, Diligent Entities
Two alternatives
Filejet, NEWTONFive alternatives
Alethia, Athennian, EntityKeeper, Filejet, Inform DirectOne alternative
CogenceWebDeepSeek V4 FlashFilejetagainst: Diligent EntitiesFilejetHeldagainst: Athennian, Diligent EntitiesEntityKeeper, Filejetagainst: Athennian, CSC Entity Management, CT Corporation Entity ManagementFilejet, MinuteBoxagainst: EntityKeeper, LextreeEntityKeeperagainst: Athennian, Diligent Entitiesagainst: CSC Entity Management, CT Corp, Diligent Entities, Google Sheets, Incorp, MinuteBox, Monday.com, Notion
One alternative
EntityKeeperFour alternatives
CT Corporation Entity Management, CTAdvantage, EntityKeeper, LextreeOne alternative
Harbor ComplianceThree alternatives
Discern, Harbor Compliance, MinuteBoxLlama 4 MaverickDiscernno first choiceChangedEntityFloEntityKeeperCommendaagainst: Deloitte, Vertexagainst: Athennian, Computershare GEMS, DiliTrust Entity Management, Diligent Entities
One alternative
NEWTONOne alternative
Corporate Entity Management SoftwareOne alternative
CorporifyFive alternatives
Deel, Diligent Entities, EnGlobe, Filejet, RazorSignQwen 3.7 FlashClerky, VantaLegalZoom Business CenterChangedEntityFloagainst: Airtable, Diligent One Platform, NotionAlethia HQagainst: CartaOnboard.io / Legalmetricsagainst: Diligent Entities, Workivaagainst: Diligent Entities
One alternative
Diligent BoardsTwo alternatives
Clerky, PandaDocOne alternative
DocuWareFour alternatives
Clerky, FlowJam, Notion, SheetWorksThree alternatives
BoardNow, Clio Manage, Entity.ioKimi K2EntityKeeperFilejetChangedCarta, EntityFloEntityFloagainst: EntityKeeperEntityKeeper, Xakiaagainst: CSC Entity Management, Diligent Entities
Two alternatives
ContractZen, FilejetTwo alternatives
EntityKeeper, Harbor ComplianceTwo alternatives
EntityKeeper, FilejetThree alternatives
Alethia, Discern, FilejetThree alternatives
Athennian, Filejet, LextreeGLM 4.7 FlashXContractZen, EntityKeeperFilejetChangedEntityKeeperagainst: Diligent Entitiesno first choiceno first choiceagainst: CSC Entity Management, Diligent Entities
Three alternatives
Athennian, Filejet, LextreeFour alternatives
Athennian, BoardPro, Diligent Entities, EntityFloThree alternatives
Athennian, Commenda, EntityFloMiniMax M2.5no first choiceEntityKeeperChangedEntityFloFilejet, MinuteBoxagainst: Alethiano first choiceagainst: Athennian, CSC Entity Management, Diligent Entities, ZenBusiness
Two alternatives
EnGlobe, LegalXOne alternative
CorporifyThree alternatives
BetterLegal, EntityKeeper, Inc AuthorityGPT-6 LunaBoardLedgeragainst: Athennian, Diligent EntitiesMinuteBoxChangedEntityKeeperagainst: Athennian, Diligent EntitiesFilejetno first choiceagainst: Athennian, CSC Entity Management, Diligent Entities, Harbor Compliance, LegalZoom
One alternative
ClerkyOne alternative
EntityKeeperTwo alternatives
CSC Entity Management, CT hCueOne alternative
ClerkyMuse Glimmer 30BEntityFloEntityKeeperChangedEntityKeeper, Filejetagainst: Diligent Entities, EnGlobeEntityKeeperagainst: Alethia, Athennian, CSC Entity Management, CT Corporation Entity Management, Diligent Entitiesno first choiceagainst: Alethiaagainst: Athennian, CSC Entity Management, Computershare GEMS – Global Entity Management System, DiliTrust Entity Management, Diligent Entities
Two alternatives
Discern, EntityKeeperOne alternative
AthennianOne alternative
AthennianThree alternatives
CT hCue, EnGlobe, FilejetSix alternatives
Athennian, Diligent Entities, Discern, EntityKeeper, Filejet, MinuteBoxBold 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 | 2026-10-01 08:34 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:42 | yes | 1 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:46 | yes | 18 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 10:53 | yes | 17 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:25 | yes | 22 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:21 | yes | 14 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:17 | yes | 22 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:39 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:55 | no | 0 | 33 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:43 | yes | 19 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:45 | yes | 16 | 35 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:20 | yes | 5 | 16 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:11 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:37 | yes | 13 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:09 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:01 | yes | 6 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:07 | yes | 13 | 27 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 11:12 | yes | 16 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:47 | yes | 22 | 5 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:01 | no | 0 | 2 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:03 | yes | 20 | 22 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:57 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:03 | no | 0 | 35 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:01 | yes | 24 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:17 | yes | 25 | 45 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:56 | yes | 5 | 19 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:25 | yes | 2 | 22 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:11 | yes | 13 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:50 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:08 | yes | 3 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:25 | yes | 16 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 09:28 | yes | 35 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:19 | yes | 17 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:03 | yes | 21 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:19 | yes | 21 | 35 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:51 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:07 | yes | 10 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:03 | yes | 25 | 27 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:01 | yes | 22 | 35 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:04 | yes | 6 | 18 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:55 | yes | 6 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:45 | yes | 16 | 34 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:45 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:59 | yes | 1 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:48 | yes | 20 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 11:15 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:38 | yes | 21 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:34 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:46 | yes | 22 | 28 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:28 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:27 | yes | 23 | 57 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:23 | yes | 20 | 25 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:51 | yes | 19 | 32 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:57 | yes | 9 | 15 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:41 | yes | 2 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:32 | yes | 14 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:54 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:18 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:09 | yes | 17 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:15 | yes | 17 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:14 | yes | 12 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:19 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:15 | yes | 22 | 27 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:52 | yes | 5 | 9 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:20 | no | 0 | 39 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:24 | yes | 22 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:52 | yes | 16 | 31 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:40 | yes | 5 | 19 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:16 | yes | 2 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:25 | yes | 13 | 29 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:41 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:40 | no | 0 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:38 | yes | 19 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:46 | yes | 18 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:43 | yes | 24 | 6 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:19 | yes | 9 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:36 | yes | 23 | 48 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:59 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:45 | yes | 9 | 58 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:02 | yes | 22 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:14 | yes | 22 | 55 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:53 | yes | 22 | 41 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:27 | yes | 3 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:06 | yes | 19 | 32 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
CT Corporation read as CT Corporation Entity Management
CT Corporation (CTAdvantage / CT hCue) read as CT Corporation Entity Management
CT Corporation (by Wolters Kluwer) read as CT Corporation Entity Management
DiliTrust read as DiliTrust Entity Management
DiliTrust Governance Suite read as DiliTrust Entity Management
Diligent read as Diligent Entities
Excel read as Microsoft Excel
Unresolved, counted raw
Alethia HQ
BetterLegal
Bizee (formerly Incfile)
Blueprint
BoardNow
CT Corp
Clara
Clio Manage
CogenceWeb
Computershare GEMS – Global Entity Management System
CorpNation
Corporate Entity Management Software
Diligent Entity Management
DocuWare
Doola
Entity.io
FlowJam
Globalization Partners
Inc Authority
Incorp
Inform Direct
Legal Entity Management Software
LegalZoom Business Center
MyCase
Nolo
Northwest
Onboard.io / Legalmetrics
RazorSign
Rocket Lawyer
SheetWorks
Simpler
SingleFile
Swyft Filings
Discontinued, still offered
No shut-down product was recommended here.