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Entity management · October 2026 Edition

Diligent Entities vs Commenda

Three of fourteen models named Diligent Entities first on the direct prompt; two named Commenda. Diligent Entities was named by fourteen of the fourteen models and Commenda by eleven and Diligent Entities carries 56 labels and Commenda 19, so the shares are not directly comparable.

Diligent Entities

criticized challenger

Named in one category this edition.

Commenda

accepted challenger

Named in four categories this edition.

First-choice share8%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate46%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 11; printed, not drawn.
Labels5619A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Diligent Entities reading right to left. Rank and label count are printed, not drawn.Athennian was named alongside these two in eleven of the fourteen direct answers. Athennian vs Diligent Entities · Athennian vs Commenda · ContractZen vs Diligent Entities

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; 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 fourteen models made each the first choice, per way of asking, and how many argued against it.
Diligent EntitiesFirst choices, of fourteen modelsCommenda
Direct326 against Diligent Entities
Paraphrase105 against Diligent Entities
Comparative31
Budget-constrained007 against Diligent Entities
Scale-constrained00
Negative108 against Diligent Entities · 1 against Commenda
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, Diligent Entities and Commenda were named in the same answer twenty-four times, of the 156 answers naming Diligent Entities and the 110 naming Commenda. In those answers Commenda took the first choice three times and Diligent Entities three.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Diligent Entities and Commenda stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
GPT-6 Luna
Muse Glimmer 30B
Diligent Entities Commenda first choice named as an alternative argued againstblank: not namedEach cell is one answer, Diligent Entities on the left and Commenda on the right.

The direct prompt

The plain question, one answer per model, grouped by where Diligent Entities and Commenda stood in it.

Diligent Entities first, Commenda an alternative

3 of 14 modelsCommenda was named in the answer but not as the choice, or not at all.
GPT-5.4 miniDiligent Entities alternatives: Athennian, CSC Entity Management
Perplexity SonarDiligent Entities alternatives: Commenda, GateWay Entities
MiniMax M2.5Athennian, Diligent Entities alternatives: Eqvista, Harbor Compliance

Commenda first, Diligent Entities not the choice

2 of 14 modelsDiligent Entities was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Athennian, Commenda alternatives: Klea
Llama 4 MaverickCommenda, ContractZen alternatives: NEWTON

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastAthennian alternatives: Commenda, EntityKeeper, Filejet
Mistral SmallAthennian, Filejet alternatives: Commenda, Diligent Entities, Discern
DeepSeek V4 FlashAthennian alternatives: Commenda, EntityKeeper, Filejet
GLM 4.7 FlashXAthennian alternatives: Diligent Entities, EntityKeeper, Filejet
Muse Glimmer 30BAthennian alternatives: CSC Entity Management, CT Corporation Entity Management, Commenda, Discern

Neither was named

4 of 14 modelsThe answer made no first choice from these two in this category.
Gemini 3.5 FlashAthennian alternatives: ContractZen, Diliforce, EntityKeeper, MinuteBox
Qwen 3.7 FlashLegally alternatives: Diligent Boards, Docuum, Onspring
Kimi K2Athennian alternatives: Filejet, NEWTON
GPT-6 LunaAthennian alternatives: CSC Entity Management, EntityKeeper

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
Commenda leads by two points.
Commenda2%#– of 8
Diligent Entities0%#8 of 8
The full small business standing →
Mid-marketThe figures above
The order flips: Diligent Entities leads at mid-market.
Diligent Entities8%#3 of 11
Commenda4%#6 of 11
The full mid-market standing →
Enterprise
Diligent Entities leads by fifty points.
Diligent Entities50%#1 of 9
Commenda0%#– of 9
The full enterprise standing →

What the models said about Diligent Entities

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“What to Avoid: Diligent Entities — While powerful, it's typically over-engineered and overpriced for mid-market” Kimi K2 · paraphrase prompt · hard negative
“"What to Avoid: Diligent Entities and similar enterprise solutions - typically start at $15,000-$50,000/year"” Muse Glimmer 30B · negative prompt · hard negative
“Avoid pricier options like Diligent Entities or CSC (enterprise-level, $100s+ per entity/month)” Grok 4.1 Fast · budget prompt · hard negative
“Best for: Large enterprises... Market-leading security protocols... 150+ entities or complex global structures: Diligent Entities or CSC provide enterprise-grade capabilities” Kimi K2 · comparative prompt · first choice
“If you're a large multinational with 150+ entities across many jurisdictions → Diligent Entities or CSC provide the deepest enterprise governance” DeepSeek V4 Flash · comparative prompt · first choice
“Diligent Entities and CSC Entity Management are frequently recommended due to their scalability” Mistral Small · paraphrase prompt · first choice

What 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.

“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
Also compared

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.