Three of fourteen models named Lucidchart first on the direct prompt; zero named Orgvue. Lucidchart was named by fourteen of the fourteen models and Orgvue by nine and Lucidchart carries 60 labels and Orgvue 10, so the shares are not directly comparable.
Named in two categories this edition.
Named in three 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 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 4.20 | ||||||
| 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.
“Lucidchart, Visio, Canva, SmartDraw, and similar tools can create polished charts, but they usually require manual updates or imports, so the chart can become stale quickly.” Perplexity Sonar · negative prompt · soft negative
“Tools like *Lucidchart* or *OrgChartNow* (good if you have extremely complex custom matrix structures ... though they require more manual maintenance)” Gemini 3.5 Flash · scale prompt · soft negative
“it produces diagrams that are a visual artifact, not a live system of record, with no role management, governance, analytics” Claude Haiku 4.5 · negative prompt · soft negative
“Best for: well-rounded professional visual diagrams and data-linked diagramming ... Best for creating org charts from existing data” Muse Glimmer 30B · comparative prompt · first choice
“If you want a pure visual diagram and don't mind updating it manually, go with Lucidchart, Visio, SmartDraw, or Creately.” GLM 4.7 FlashX · comparative prompt · first choice
“Best all-rounder; data-linked diagramming; professional templates ... If you want a *picture*, use Lucidchart or Visio.” Kimi K2 · comparative 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.
“Invest in Orgvue/Ingentis only if you have dedicated budget for complex workforce costing and global compliance requirements.” Qwen 3.7 Flash · paraphrase prompt · soft negative
“I'd generally recommend Orgvue if your main need is organizational design plus workforce planning” GPT-5.4 mini · paraphrase prompt · first choice
“Tools like *ChartHop*, *OrgVue*, or *Pingboard*.” Gemini 3.5 Flash · scale prompt · first choice
“Best for Deep Enterprise-Grade Modeling: Orgvue ... Caveat: Higher learning curve and significantly higher price point” Gemini 3.5 Flash · paraphrase prompt · alternative
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.