# Entity management: what AI models recommend, October 2026

Finance AI Recommendation Index, October 2026 Edition. Asked as "legal entity management software" and as "corporate governance and entity management tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://finance-ai-index.com/corporate/entity-management/

**Standing:** Athennian leads with 41% of first choices; verdict clear leader. 49 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Athennian | 41% | 18% | 57 |
| 2 | ContractZen | 8% | 9% | 11 |
| 3 | Diligent Entities | 8% | 46% | 56 |
| 4 | EntityKeeper | 6% | 10% | 40 |
| 5 | Filejet | 6% | 0% | 17 |
| 6 | Commenda | 4% | 5% | 19 |
| 7 | MinuteBox | 4% | 6% | 16 |
| 8 | Discern | 2% | 0% | 11 |
| 9 | CSC Entity Management | 2% | 44% | 39 |
| 10 | CT Corporation Entity Management | 0% | 18% | 11 |
| 11 | Computershare GEMS | 0% | 73% | 11 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Athennian, Commenda; alternatives Klea
- GPT-5.4 mini: Diligent Entities; alternatives Athennian, CSC Entity Management
- Gemini 3.5 Flash: Athennian; alternatives ContractZen, Diliforce, EntityKeeper, MinuteBox
- Perplexity Sonar: Diligent Entities; alternatives Commenda, GateWay Entities
- Grok 4.1 Fast: Athennian; alternatives Commenda, EntityKeeper, Filejet
- Mistral Small: Athennian, Filejet; alternatives Commenda, Diligent Entities, Discern
- DeepSeek V4 Flash: Athennian; alternatives Commenda, EntityKeeper, Filejet
- Llama 4 Maverick: Commenda, ContractZen; alternatives NEWTON
- Qwen 3.7 Flash: Legally; alternatives Diligent Boards, Docuum, Onspring
- Kimi K2: Athennian; alternatives Filejet, NEWTON
- GLM 4.7 FlashX: Athennian; alternatives Diligent Entities, EntityKeeper, Filejet
- MiniMax M2.5: Athennian, Diligent Entities; alternatives Eqvista, Harbor Compliance
- GPT-6 Luna: Athennian; alternatives CSC Entity Management, EntityKeeper
- Muse Glimmer 30B: Athennian; alternatives CSC Entity Management, CT Corporation Entity Management, Commenda, Discern

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- g2.com: 43 answers, 93 citations
- discern.com: 39 answers, 69 citations
- techbullion.com: 32 answers, 32 citations
- worldmetrics.org: 28 answers, 41 citations
- getapp.com: 28 answers, 38 citations
- softwareadvice.com: 25 answers, 31 citations
- finance-ai-index.com: 24 answers, 44 citations
- itechguides.com: 23 answers, 38 citations

Pages named in the most answers:

- https://techbullion.com/the-6-best-entity-management-tools-in-2026 (32 answers)
- https://getapp.com/operations-management-software/entity-management (23 answers)
- https://discern.com/resources/legal-entity-management-software (22 answers)
- https://finance-ai-index.com/corporate/entity-management (20 answers)
- https://coverpin.com/resources/top-10-entity-management-tools-compared (19 answers)
- https://g2.com/categories/entity-management?order=g2_score&page=3 (19 answers)
- https://softwareadvice.com/entity-management (19 answers)
- https://discern.com/resources/best-entity-management-software-growing-companies (18 answers)
- https://verifiedmarketresearch.com/blog/top-entity-management-solutions (18 answers)
- https://g2.com/categories/entity-management (16 answers)

## Warned against

- Diligent Entities: 26 of 56 labels negative. "What to Avoid: Diligent Entities — While powerful, it's typically over-engineered and overpriced for mid-market" (Kimi K2, paraphrase prompt)
- CSC Entity Management: 17 of 39 labels 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)
- Athennian: 10 of 57 labels negative. ""Avoid Enterprise Tools: Athennian, Diligent Entities, etc., start at $15K+/year—overkill and too pricey"" (Muse Glimmer 30B, negative prompt)
- Computershare GEMS: 8 of 11 labels negative. ""Heavy Corporate Services Firms (e.g., CSC Global, Intertrust, Computershare) ... overly complex and expensive"" (Muse Glimmer 30B, negative prompt)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Athennian at 38%.

- Athennian: 18% to 38%, +20. Cleared the floor by 10 points · rank 1 of 79, unchanged.
- Commenda: 16% to 5%, −11. Cleared the floor by 1 point · rank 3 → 7 of 79.
- EntityKeeper: 16% to 7%, −9. Inside the floor by 1 point · rank 2 → 3 of 79.
- ContractZen: 13% to 7%, −6. Inside the floor by 4 points · rank 4 → 5 of 79.
- Diligent Entities: 5% to 10%, +4. Inside the floor by 6 points · rank 6 → 2 of 79.
- CSC Entity Management: 0% to 2%, +2. Inside the floor by 8 points · rank 27 → 14 of 79.
- MinuteBox: 3% to 5%, +2. Inside the floor by 8 points · rank 7 → 8 of 79.
- Filejet: 8% to 7%, −1. Inside the floor by 9 points · rank 5 → 4 of 79.
- Corporify: 0% to 0%, ±0. Inside the floor by 10 points · rank 17 → 15 of 79.
- CT Corporation Entity Management: 0% to 0%, ±0. Inside the floor by 10 points · rank 16 → 19 of 79.
- Computershare GEMS: 0% to 0%, ±0. Inside the floor by 10 points · rank 19 → 78 of 79.

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.