| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Entity management | Equity and corporate | 18% | 1 of 87 | 15% | 39 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 2 | 0 | 4 |
| GPT-5.4 mini | 2 | 0 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 2 | 1 | 2 | 0 | 5 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 3 | 0 | 1 | 2 | 6 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 2 | 2 | 0 | 2 | 6 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 1 | 2 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 2 | 0 | 0 | 0 | 2 |
| MiniMax M2.5 | 1 | 2 | 1 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Athennian (Best Overall for Legal & Finance Collaboration) ... widely considered the gold standard for modern, cloud-native entity management” Gemini 3.5 Flash · Entity management · paraphrase prompt · first choice
“Best Overall for Mid‑Market B2B: Athennian—AI‑powered, highly rated, and flexible for complex entity structures.” GLM 4.7 FlashX · Entity management · direct prompt · first choice
“For most mid-market B2B companies, Athennian is widely recommended as the strongest fit for in-house legal teams” DeepSeek V4 Flash · Entity management · direct prompt · first choice
“Athennian is usually the better default pick because it tends to be the more focused entity-management-first option” GPT-5.4 mini · Entity management · paraphrase prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Avoid Enterprise Tools: Athennian, Diligent Entities, etc., start at $15K+/year—overkill and too pricey” Grok 4.1 Fast · Entity management · budget prompt · hard negative
“Avoid enterprise platforms like Diligent Entities or Athennian if budget-constrained” DeepSeek V4 Flash · Entity management · budget prompt · hard negative
“"Priced for firms, not micro teams" and "doesn't have flexibility to add complex codes and logic"” DeepSeek V4 Flash · Entity management · negative prompt · soft negative
“More expensive than Commenda/Filejet but cheaper than traditional enterprise solutions” Kimi K2 · Entity management · budget prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 94 of the 111 answers that named Athennian and are not a share of its labels.
396 of the 430 domain citations in answers naming Athennian came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Athennian's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Athennian, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at athennian.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.