One of fourteen models named Organimi first on the direct prompt; one named OneDirectory. Organimi was named by fourteen of the fourteen models and OneDirectory by nine and Organimi carries 43 labels and OneDirectory 11, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 org charts and org design page.
| 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. Five of six in this category shown.
“Tools reliant on infrequent data syncs (e.g., import-only like some tiers of Organimi or Monday.com)” Grok 4.1 Fast · negative prompt · soft negative
“Organimi has data integration issues and is not as scalable as other options” Claude Haiku 4.5 · negative prompt · soft negative
“Organimi at ~$20/mo for up to 150 employees is frequently cited as the affordable dedicated option” Muse Glimmer 30B · budget prompt · first choice
“I'd start with Organimi Premium for a typical mid-market B2B company” GPT-6 Luna · direct prompt · first choice
“Organimi is notable for being completely free for up to 25 users” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“OneDirectory: Requires Microsoft 365 as the primary data source, lighter on workforce-planning and scenario-modeling depth.” Llama 4 Maverick · negative prompt · soft negative
“OneDirectory is the best org chart software for mid-size and large organizations with complex structures” Claude Haiku 4.5 · direct prompt · first choice
“OneDirectory | Live HRIS sync, matrix reporting, governance. Built for mid-large orgs.” Grok 4.1 Fast · scale prompt · first choice
“OneDirectory is recommended for mid-size and large organizations with such needs.” Llama 4 Maverick · scale 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.