Five of twelve models named OneDirectory first on the direct prompt; one named Lucidchart. Both were named by all twelve models and OneDirectory carries 19 labels and Lucidchart 52, 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 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 org charts and org design page.
Across every category in the September 2026 Edition, OneDirectory and Lucidchart were named in the same answer thirty-four times, of the 46 answers naming OneDirectory and the 154 naming Lucidchart. In those answers Lucidchart took the first choice one time and OneDirectory ten.
| 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 |
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. Three of four in this category shown.
“OneDirectory is particularly well-suited for mid-size and large organizations with complex structures, holding a 4.9/5 rating on G2” Llama 4 Maverick · direct prompt · first choice
“OneDirectory stands out as the best org chart software for mid-market B2B companies” Mistral Small · direct prompt · first choice
“Start with demos from top-rated (OneDirectory for M365 shops; OrgChart for HR planning)” Grok 4.1 Fast · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“they are dangerous for official organizational documentation... Why to avoid: These tools separate the "map" from the "territory."” GLM 4.7 FlashX · negative prompt · hard negative
“trying to maintain an org chart in PowerPoint, Visio, or Lucidchart is a losing battle” Gemini 3.5 Flash · scale prompt · hard negative
“avoid one-off tools like Visio or Lucidchart for ongoing use” Grok 4.1 Fast · scale prompt · hard negative
“Pingboard or Lucidchart are safe starts for most B2B mid-market needs due to balance of features, reviews, and scalability.” Grok 4.1 Fast · direct prompt · first choice
“I just need a one‑off chart for a slide | Lucidchart (free trial) or Draw.io” MiniMax M2.5 · comparative prompt · first choice
“is Organimi, Miro, Lucidchart, or Visme, as they offer affordable monthly fees” Llama 4 Maverick · budget 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.