# Engagedly vs BambooHR: which do AI models recommend for succession planning, October 2026

HR AI Recommendation Index, October 2026 Edition, Succession planning. Six of fourteen models named Engagedly first on the direct prompt; two named BambooHR. Page: https://hr-ai-index.com/performance/succession-planning/engagedly-vs-bamboohr/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Engagedly | 11% | #2 of 13 | 0% | 17 | 10 of 14 |
| BambooHR | 4% | #5 of 13 | 6% | 17 | 8 of 14 |

## The direct prompt, model by model

- Muse Glimmer 30B: both first (first choices: BambooHR, Engagedly) (alternatives: Lattice, Paylocity, SuccessionHR, UKG Pro Succession Planning)
- Perplexity Sonar: engagedly first (first choices: Engagedly, Lattice) (alternatives: ADP Workforce Now, BambooHR, Dayforce, UKG Pro Succession Planning)
- Grok 4.1 Fast: engagedly first (first choices: Engagedly) (alternatives: BambooHR, Lattice, PerformYard, SuccessionNow)
- Mistral Small: engagedly first (first choices: Engagedly, Lattice) (alternatives: SuccessionNow, TalentGuard Succession Planning)
- Qwen 3.7 Flash: engagedly first (first choices: Engagedly) (alternatives: BambooHR, Cornerstone Succession, Dayforce, SAP SuccessFactors Succession & Development)
- GLM 4.7 FlashX: engagedly first (first choices: Engagedly) (alternatives: Cornerstone Succession, Dayforce, Lattice, PeopleFluent Succession Management, SuccessionNow, UKG Pro Succession Planning)
- Kimi K2: bamboohr first (first choices: BambooHR, HiBob) (alternatives: Cornerstone Succession, Fuel50)
- Claude Haiku 4.5: neither first, one named (first choices: Peoplebox) (alternatives: ChartHop, Engagedly, Lattice)
- DeepSeek V4 Flash: neither first, one named (first choices: SuccessionHR) (alternatives: BambooHR, Cornerstone Galaxy, PeopleFluent Succession Management)
- Llama 4 Maverick: neither first, one named (first choices: SuccessionHR) (alternatives: Cornerstone, Engagedly)
- GPT-5.4 mini: neither named (first choices: HiBob) (alternatives: BambooHR add-ons / partner ecosystem, ClearCompany, Cornerstone Talent Management / Talent Experience, UKG Pro Succession Planning, Workday Succession Planning)
- Gemini 3.5 Flash: neither named (first choices: SuccessionStack) (alternatives: HiBob, Lattice, PerformYard, TalentGuard Succession Planning)
- MiniMax M2.5: neither named (first choices: Lattice) (alternatives: Cornerstone Succession, Deel HR, Qooper, TalentGuard Succession Planning)
- GPT-6 Luna: neither named (first choices: 15Five) (alternatives: Cornerstone Succession, SAP SuccessFactors Succession & Development, Workday Succession Planning)

## What the models said about Engagedly

- "Engagedly and Lattice are the best overall choices due to their strong feature sets, ease of use, and mid-market focus." (Mistral Small, direct prompt, first choice)
- "if you want a single best default, Engagedly is the better fit for succession planning plus talent mobility" (Perplexity Sonar, 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.