Entity management · September 2026 Edition
Commenda vs ContractZen
Four of twelve models named Commenda first on the direct prompt; one named ContractZen. Commenda was named by nine of the twelve models and ContractZen by nine and Commenda carries 16 labels and ContractZen 12, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share16%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#4A position in a field of 12; printed, not drawn.
Labels1612A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Commenda reading right to left. Rank and label count are printed, not drawn.Diligent Entities was named alongside these two in eight of the twelve direct answers. Athennian vs Commenda · Athennian vs ContractZen · EntityKeeper vs Commenda
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the entity management page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
CommendaFirst choices, of twelve modelsContractZen
Direct41
Paraphrase04
Comparative10
Budget-constrained20
Scale-constrained00
Negative001 against Commenda
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Commenda and ContractZen stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | |||||
| Grok 4.1 Fast | | | ||||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | | |
Commenda ContractZen first choice named as an alternative argued againstblank: not namedEach cell is one answer, Commenda on the left and ContractZen on the right.The direct prompt
The plain question, one answer per model, grouped by where Commenda and ContractZen stood in it.
Commenda first, ContractZen not the choice
4 of 12 modelsContractZen was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Commenda alternatives: Athennian, CT Corporation Entity Management, Diligent Entities
Perplexity SonarCommenda alternatives: Computershare GEMS, Fides
Qwen 3.7 FlashCommenda alternatives: Diligent Entities, LegalX
MiniMax M2.5Commenda alternatives: Athennian, Diligent Entities, GateWay Entities
ContractZen first, Commenda an alternative
1 of 12 modelsCommenda was named in the answer but not as the choice, or not at all.Mistral SmallContractZen alternatives: Commenda, GateWay Entities
Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.DeepSeek V4 FlashAthennian alternatives: CSC Entity Management, CT Corporation Entity Management, Commenda, Diligent Entities, EntityKeeper
Kimi K2Filejet alternatives: Athennian, Commenda, Diligent Entities
GLM 4.7 FlashXAthennian alternatives: CSC Entity Management, Commenda, Diligent Entities, EntityKeeper
Neither was named
4 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniDiligent Entities alternatives: Harbor Compliance
Gemini 3.5 FlashAthennian alternatives: EntityKeeper, Filejet, MinuteBox
Grok 4.1 FastAthennian alternatives: Carta, Diligent Entities, Pulley
Llama 4 MaverickOcorian alternatives: Coverpin, F6S
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
ContractZen leads by fourteen points.
ContractZen16%#2 of 12Commenda2%#– of 12Mid-marketThe figures above
The order flips: Commenda leads at mid-market.
Commenda16%#3 of 12ContractZen13%#4 of 12Enterprise
ContractZen is not named for this buyer.
Commenda2%#– of 8ContractZen—not namedWhat the models said about Commenda
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Other tools like Commenda have occasional gripes (complex UI, tax glitches, integrations), but positives outweigh them.” Grok 4.1 Fast · negative prompt · soft negative
“Often cited as a leader for international companies. It combines entity management with AI-driven compliance monitoring and incorporates entities in 70+ countries.” Qwen 3.7 Flash · comparative prompt · first choice
“Commenda is a strong budget-friendly contender that balances functionality with affordability” Claude Haiku 4.5 · budget prompt · first choice
What the models said about ContractZen
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend ContractZen as the top corporate governance and entity management tool” Grok 4.1 Fast · paraphrase prompt · first choice
“I recommend ContractZen as a strong corporate governance and entity management tool” Mistral Small · paraphrase prompt · first choice
“ContractZen is the best overall choice for most mid-market B2B companies.” Mistral Small · direct prompt · first choice
Also compared
Athennian vs CommendaAthennian vs ContractZenEntityKeeper vs CommendaEntityKeeper vs ContractZenCommenda vs FilejetCommenda vs Diligent EntitiesCommenda vs MinuteBoxCommenda vs DiligentContractZen vs FilejetContractZen vs Diligent EntitiesContractZen vs MinuteBoxContractZen vs DiligentAll twenty-eight head-to-head pages and the full entity management standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.