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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ContractZen | 8% | #2 of 11 | 9% | 11 | 9 of 14 |
| Discern | 2% | #8 of 11 | 0% | 11 | 7 of 14 |

## The direct prompt, model by model

- Llama 4 Maverick: contractzen first (first choices: Commenda, ContractZen) (alternatives: NEWTON)
- Gemini 3.5 Flash: neither first, one named (first choices: Athennian) (alternatives: ContractZen, Diliforce, EntityKeeper, MinuteBox)
- Mistral Small: neither first, one named (first choices: Athennian, Filejet) (alternatives: Commenda, Diligent Entities, Discern)
- Muse Glimmer 30B: neither first, one named (first choices: Athennian) (alternatives: CSC Entity Management, CT Corporation Entity Management, Commenda, Discern)
- Claude Haiku 4.5: neither named (first choices: Athennian, Commenda) (alternatives: Klea)
- GPT-5.4 mini: neither named (first choices: Diligent Entities) (alternatives: Athennian, CSC Entity Management)
- Perplexity Sonar: neither named (first choices: Diligent Entities) (alternatives: Commenda, GateWay Entities)
- Grok 4.1 Fast: neither named (first choices: Athennian) (alternatives: Commenda, EntityKeeper, Filejet)
- DeepSeek V4 Flash: neither named (first choices: Athennian) (alternatives: Commenda, EntityKeeper, Filejet)
- 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 ContractZen

- "has a 30-day free trial, but the result frames it more around built-in meeting management than low-cost entity management specifically" (Perplexity Sonar, budget prompt, soft negative)
- "ContractZen if you need a broader entity management focus with board, contract, and document workflow in one platform" (Perplexity Sonar, paraphrase prompt, first choice)
- "Best All-In-One Budget Option ... ContractZen is one of the most cost-effective governance systems on the market" (Gemini 3.5 Flash, budget prompt, first choice)
- "such as Commenda or ContractZen. These software solutions are designed for mid-market organizations and SMBs" (Llama 4 Maverick, 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.