# ChartHop vs HiBob: which do AI models recommend for workforce planning, September 2026

HR AI Recommendation Index, September 2026 Edition, Workforce planning. Two of twelve models named ChartHop first on the direct prompt; two named HiBob. Page: https://hr-ai-index.com/planning/workforce-planning/charthop-vs-hibob/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ChartHop | 31% | #1 of 13 | 3% | 37 | 11 of 12 |
| HiBob | 4% | #6 of 13 | 7% | 14 | 9 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: charthop first (first choices: ChartHop) (alternatives: Deel, HiBob, Paylocity, Pigment)
- Gemini 3.5 Flash: charthop first (first choices: ChartHop) (alternatives: Abacum, Mosaic, Pigment, Rippling, TeamOhana)
- GPT-5.4 mini: hibob first (first choices: HiBob) (alternatives: Anaplan, Rippling, Workday Adaptive Planning)
- GLM 4.7 FlashX: hibob first (first choices: HiBob) (alternatives: Planful, Visier)
- Perplexity Sonar: neither first, one named (first choices: Workday Adaptive Planning) (alternatives: Abacum, HiBob, Paylocity, Visier)
- Grok 4.1 Fast: neither first, one named (first choices: Rippling) (alternatives: ChartHop, Paylocity, Planful, Workday Adaptive Planning)
- Mistral Small: neither first, one named (first choices: Workday Adaptive Planning) (alternatives: ADP Workforce Now, HiBob, Paylocity, Planful, Visier)
- DeepSeek V4 Flash: neither first, one named (first choices: Planful, Workday Adaptive Planning) (alternatives: ADP Workforce Now, ChartHop, Paylocity, Pigment, Visier)
- Llama 4 Maverick: neither first, one named (first choices: Workday Adaptive Planning) (alternatives: Abacum, HiBob, Paylocity, Planful, Visier)
- Kimi K2: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, HiBob, Paylocity, Pigment, Workday Adaptive Planning)
- Qwen 3.7 Flash: neither named (first choices: Planful) (alternatives: Abacum, Orgvue, Paylocity, Visier, Workday Adaptive Planning)
- MiniMax M2.5: neither named (first choices: Dayforce, Visier) (alternatives: Workday)

## What the models said about ChartHop

- "ChartHop is known for its ease of use and strong visualization capabilities, particularly for mid-market organizations seeking greater organizational visibility" (Claude Haiku 4.5, direct prompt, first choice)
- "ChartHop: Highly visual, built around interactive org charts with excellent "what-if" scenario planning and strong mid-market integrations." (Gemini 3.5 Flash, scale prompt, first choice)
- "Choose ChartHop if you want a visual, collaborative, and HR-friendly tool... (This is the most common crowd-pleaser for mid-sized teams)" (Gemini 3.5 Flash, paraphrase prompt, first choice)

## What the models said about HiBob

- "Easy to use and intuitive, but customization limits and reporting depth are common complaints." (GLM 4.7 FlashX, negative prompt, soft negative)

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. 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.