Two of fourteen models named OrgChart first on the direct prompt; two named Pingboard. OrgChart was named by twelve of the fourteen models and Pingboard by twelve and OrgChart carries 24 labels and Pingboard 35, so the shares are not directly comparable.
Named in three categories this edition.
Named in four 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.
Across every category in the November 2026 Edition, OrgChart and Pingboard were named in the same answer thirty-two times, of the 74 answers naming OrgChart and the 114 naming Pingboard. In those answers Pingboard took the first choice zero times and OrgChart six.
| 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. Six of seven in this category shown.
“Updates are mostly manual unless you set up custom automation, and it lacks native HRIS-level directory syncing” Mistral Small · negative prompt · hard negative
“simple org chart software (like Pingboard) lacks the data-driven modeling needed for strategic planning” Gemini 3.5 Flash · paraphrase prompt · soft negative
“those are more HR-platform style products and can cost more than a simple diagramming tool” GPT-5.4 mini · budget prompt · soft negative
“Better alternatives: ... Tools with built‑in employee directories and live updates (e.g., Pingboard, ChartHop, Organimi, Ingentis, etc.)” GLM 4.7 FlashX · negative prompt · first choice
“A dedicated org chart + directory tool — it keeps charts automatically current by syncing with your HR system” DeepSeek V4 Flash · comparative prompt · first choice
“Most mid-market B2B companies find Pingboard or ChartHop to be the sweet spot” Kimi K2 · direct 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.