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.
Named in one category this edition.
Named in four categories this edition.
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.
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.
| 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 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
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
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
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.