Two of fourteen models named OrgChart first on the direct prompt; zero named Orgvue. OrgChart was named by twelve of the fourteen models and Orgvue by nine and OrgChart carries 24 labels and Orgvue 10, so the shares are not directly comparable.
Named in three 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 seven in this category shown.
“I'd specifically avoid OrgChart (despite its decent ratings, the usability issues are a recurring theme)” DeepSeek V4 Flash · negative prompt · hard negative
“tools like ChartHop or OrgChart ... are often costly overkill for small-to-medium businesses” Gemini 3.5 Flash · negative prompt · soft negative
“Caution level: Medium-high if your team lacks technical expertise.” Grok 4.20 · negative prompt · soft negative
“Tools like OrgChart, ChartHop, or Pingboard (Workleap) are typically the right weight class for your size.” DeepSeek V4 Flash · scale prompt · first choice
“OrgChart and ChartHop are the top choices due to their automation, integration, and advanced features” Mistral Small · direct prompt · first choice
“Top Recommendation: Functionly (Collaborative Design) or Ingentis/orgChart (Chart & Analytics)” GLM 4.7 FlashX · paraphrase 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.