# Commenda vs Discern: which do AI models recommend for entity management, October 2026

Finance AI Recommendation Index, October 2026 Edition, Entity management. Two of fourteen models named Commenda first on the direct prompt; zero named Discern. Page: https://finance-ai-index.com/corporate/entity-management/commenda-vs-discern/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Commenda | 4% | #6 of 11 | 5% | 19 | 11 of 14 |
| Discern | 2% | #8 of 11 | 0% | 11 | 7 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: commenda first (first choices: Athennian, Commenda) (alternatives: Klea)
- Llama 4 Maverick: commenda first (first choices: Commenda, ContractZen) (alternatives: NEWTON)
- Perplexity Sonar: neither first, one named (first choices: Diligent Entities) (alternatives: Commenda, GateWay Entities)
- Grok 4.1 Fast: neither first, one named (first choices: Athennian) (alternatives: Commenda, EntityKeeper, Filejet)
- Mistral Small: neither first, one named (first choices: Athennian, Filejet) (alternatives: Commenda, Diligent Entities, Discern)
- DeepSeek V4 Flash: neither first, one named (first choices: Athennian) (alternatives: Commenda, EntityKeeper, Filejet)
- Muse Glimmer 30B: neither first, one named (first choices: Athennian) (alternatives: CSC Entity Management, CT Corporation Entity Management, Commenda, Discern)
- GPT-5.4 mini: neither named (first choices: Diligent Entities) (alternatives: Athennian, CSC Entity Management)
- Gemini 3.5 Flash: neither named (first choices: Athennian) (alternatives: ContractZen, Diliforce, EntityKeeper, MinuteBox)
- Qwen 3.7 Flash: neither named (first choices: Legally) (alternatives: Diligent Boards, Docuum, Onspring)
- Kimi K2: neither named (first choices: Athennian) (alternatives: Filejet, NEWTON)
- GLM 4.7 FlashX: neither named (first choices: Athennian) (alternatives: Diligent Entities, EntityKeeper, Filejet)
- MiniMax M2.5: neither named (first choices: Athennian, Diligent Entities) (alternatives: Eqvista, Harbor Compliance)
- GPT-6 Luna: neither named (first choices: Athennian) (alternatives: CSC Entity Management, EntityKeeper)

## What the models said about Commenda

- "Reported issues include: Complex interface causing confusion - Tax glitches and exemption problems" (Kimi K2, negative prompt, hard negative)
- "such as Commenda or ContractZen... Commenda - designed for mid-market companies with 5-30 entities across 8+ countries." (Llama 4 Maverick, direct prompt, first choice)
- "For most mid-market companies, Commenda and Athennian are frequently cited as top choices." (Claude Haiku 4.5, direct prompt, first choice)

## What the models said about Discern

- "For most companies with a limited budget, Discern offers the most cost-effective entry point" (DeepSeek V4 Flash, budget prompt, first choice)
- "Diligent Entities and Discern are also excellent choices, especially for companies with more complex compliance needs" (Mistral Small, direct prompt, alternative)
- "Discern and CoverPin offer excellent value for money with transparent pricing and robust functionality." (Mistral Small, budget prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.