# ChartHop vs OneDirectory: which do AI models recommend for org charts, October 2026

HR AI Recommendation Index, October 2026 Edition, Org charts and org design. Five of fourteen models named ChartHop first on the direct prompt; one named OneDirectory. Page: https://hr-ai-index.com/planning/org-charts-and-org-design/charthop-vs-onedirectory/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ChartHop | 30% | #1 of 13 | 6% | 48 | 14 of 14 |
| OneDirectory | 6% | #6 of 13 | 9% | 11 | 9 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: charthop first (first choices: ChartHop) (alternatives: OrgChart, Pingboard)
- Gemini 3.5 Flash: charthop first (first choices: ChartHop) (alternatives: HiBob, Organimi, Rippling, Sift, TeamOhana)
- DeepSeek V4 Flash: charthop first (first choices: ChartHop) (alternatives: Lucidchart, OrgChart, Pingboard, The Org)
- GLM 4.7 FlashX: charthop first (first choices: ChartHop) (alternatives: BambooHR, Organimi, Pingboard)
- MiniMax M2.5: charthop first (first choices: ChartHop) (alternatives: OneDirectory, OrgChart, Pingboard, Sift)
- Claude Haiku 4.5: onedirectory first (first choices: OneDirectory) (alternatives: Lucidchart, OrgChart, Organimi)
- Kimi K2: neither first, one named (first choices: Pingboard) (alternatives: ChartHop, Lucidchart, Organimi)
- GPT-6 Luna: neither first, one named (first choices: Organimi) (alternatives: ChartHop, OrgChart)
- Muse Glimmer 30B: neither first, one named (first choices: Pingboard) (alternatives: ChartHop, OneDirectory, OrgChartHub, Organimi)
- Perplexity Sonar: neither named (first choices: OrgChart) (alternatives: Lucidchart, OrgChartHub, Organimi)
- Grok 4.1 Fast: neither named (first choices: Pingboard) (alternatives: Lucidchart, Organimi)
- Mistral Small: neither named (first choices: OrgChartHub, Pingboard) (alternatives: Arbor, Ingentis org.manager, Organimi)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: Luminal) (alternatives: BambooHR, BetterU, Lucidchart, Rippling)

## What the models said about ChartHop

- "Avoid per-employee pricing models (like ChartHop or Pingboard) if you're budget-constrained" (Kimi K2, budget prompt, hard negative)
- "consider HR-based tools like ChartHop, Orgvue, or Nakisa, which connect to live data sources and regenerate the chart automatically" (Mistral Small, negative prompt, first choice)

## What the models said about OneDirectory

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.