# HiBob vs Orgnostic: which do AI models recommend for people analytics, October 2026

HR AI Recommendation Index, October 2026 Edition, People analytics. Three of fourteen models named HiBob first on the direct prompt; one named Orgnostic. Page: https://hr-ai-index.com/planning/people-analytics/hibob-vs-orgnostic/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| HiBob | 19% | #3 of 11 | 10% | 29 | 14 of 14 |
| Orgnostic | 3% | #6 of 11 | 0% | 10 | 7 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: hibob first (first choices: HiBob) (alternatives: Rippling, Visier)
- GPT-5.4 mini: hibob first (first choices: HiBob) (alternatives: Crunchr, PeopleInsight)
- Perplexity Sonar: hibob first (first choices: HiBob) (alternatives: Crunchr)
- GLM 4.7 FlashX: orgnostic first (first choices: Crunchr, Orgnostic) (alternatives: ChartHop, HiBob, Worklytics)
- Qwen 3.7 Flash: neither first, one named (first choices: ChartHop) (alternatives: HiBob, Lattice, One Model, Visier)
- Kimi K2: neither first, one named (first choices: ChartHop) (alternatives: HiBob, Lattice)
- GPT-6 Luna: neither first, one named (first choices: ChartHop) (alternatives: HiBob, Lattice, Visier)
- Gemini 3.5 Flash: neither named (first choices: Knoetic) (alternatives: ChartHop, Culture Amp, Visier)
- Grok 4.1 Fast: neither named (first choices: ChartHop) (alternatives: BambooHR, Culture Amp, Eletive, Lattice, Visier)
- Mistral Small: neither named (first choices: ChartHop, Crunchr) (alternatives: BambooHR, Eletive)
- DeepSeek V4 Flash: neither named (first choices: Crunchr) (alternatives: ChartHop, Culture Amp)
- Llama 4 Maverick: neither named (first choices: Crunchr) (alternatives: Ordio, Workhuman iQ)
- MiniMax M2.5: neither named (first choices: Crunchr) (alternatives: ChartHop, Culture Amp, Workday People Analytics, Workhuman iQ)
- Muse Glimmer 30B: neither named (first choices: ChartHop, Crunchr)

## What the models said about HiBob

- "Tools like Hibob (Bob) receive positive reviews, but they are frequently flagged for being unsuitable for lightweight or entry-level analytics needs" (DeepSeek V4 Flash, negative prompt, soft negative)
- "inherently limited when it comes to analyzing external data sources ... and lack the deep predictive algorithms of dedicated engines like Visier." (Gemini 3.5 Flash, comparative prompt, soft negative)
- "First, check if your current HRIS (like Rippling or HiBob) has advanced analytics add-ons that you can simply turn on. This is often the cheapest and easiest route." (Gemini 3.5 Flash, scale prompt, first choice)
- "For mid-market B2B companies, HiBob tends to offer the best balance of ease of deployment, affordability, and embedded analytics within an HRIS." (Claude Haiku 4.5, direct prompt, first choice)

## What the models said about Orgnostic

- "Crunchr (fast, self‑serve, GDPR‑first) or Orgnostic (turnkey, survey‑focused)" (GLM 4.7 FlashX, direct prompt, first choice)
- "For mid-market teams, options often shortlisted are Crunchr, ChartHop, or Orgnostic" (Muse Glimmer 30B, scale prompt, first choice)
- "prioritize out-of-the-box, self-service platforms (like *Crunchr* or *Orgnostic*)" (Gemini 3.5 Flash, negative 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.