# HiBob vs Lattice: which do AI models recommend for HR AI assistants, October 2026

HR AI Recommendation Index, October 2026 Edition, HR AI assistants. Four of fourteen models named HiBob first on the direct prompt; three named Lattice. Page: https://hr-ai-index.com/experience/hr-ai-assistants/hibob-vs-lattice/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| HiBob | 8% | #4 of 11 | 0% | 15 | 12 of 14 |
| Lattice | 6% | #7 of 11 | 0% | 15 | 10 of 14 |

## The direct prompt, model by model

- Mistral Small: both first (first choices: HiBob, Lattice) (alternatives: Darwinbox, HR Konnect, Paycor, Rework)
- Muse Glimmer 30B: both first (first choices: HiBob, Lattice) (alternatives: BambooHR AI Assistant, Wonderchat Workspace)
- Perplexity Sonar: hibob first (first choices: HiBob, Leena AI) (alternatives: Rippling)
- Kimi K2: hibob first (first choices: HiBob) (alternatives: Ask BambooHR, Lattice, Leena AI)
- Llama 4 Maverick: lattice first (first choices: Lattice) (alternatives: Darwinbox, HiBob, Paycor, Rework)
- Claude Haiku 4.5: neither first, one named (first choices: Leena AI) (alternatives: Ask BambooHR, HiBob, Lattice)
- Grok 4.1 Fast: neither first, one named (first choices: Rippling) (alternatives: Ask BambooHR, Gusto, Lattice)
- DeepSeek V4 Flash: neither first, one named (first choices: Rippling) (alternatives: Ask BambooHR, Deel HR, HiBob, Lattice)
- Qwen 3.7 Flash: neither first, one named (first choices: Rippling) (alternatives: HiBob, Paradox, Wonderchat)
- GLM 4.7 FlashX: neither first, one named (first choices: Humand) (alternatives: Alignify, Ask BambooHR, Gusto, HiBob, Kriatix, Lattice, Workhuman)
- MiniMax M2.5: neither first, one named (first choices: Workativ Assistant) (alternatives: ChatGPT Lab, HiBob, Lattice, Leena AI)
- GPT-5.4 mini: neither named (first choices: Moveworks, Workday HR Service Agent) (alternatives: MeBeBot, UKG Bryte / assistive AI)
- Gemini 3.5 Flash: neither named (first choices: Leena AI) (alternatives: Rippling, Sana, Workable)
- GPT-6 Luna: neither named (first choices: Rippling) (alternatives: ADP Assist, Harmony, Lattice HR Help Desk)

## What the models said about HiBob

- "Core HR + engagement analytics: HiBob is the most cited for scaling mid-size companies wanting predictive attrition/engagement insights." (Muse Glimmer 30B, direct 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.