Eight of twelve models named Engagedly first on the direct prompt; two named SuccessionStack. Engagedly was named by ten of the twelve models and SuccessionStack by eight and both carry 14 labels, so the shares below are directly comparable.
Named in nine categories this edition.
Named in one category this edition.
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; every quote names the model and the prompt it came from. Both figures come from the succession planning page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“For most mid‑market B2B companies, Engagedly, Lattice, Dayforce, or SuccessionStack strike the best balance” GLM 4.7 FlashX · direct prompt · first choice
“Engagedly and Lattice are the strongest starting points due to their integrated platforms and AI-driven features” Mistral Small · direct prompt · first choice
“Engagedly and Lattice are recommended for mid-market organizations for succession embedded in performance workflows” Claude Haiku 4.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If succession planning is a strategic priority and you want best-in-class depth without enterprise complexity → SuccessionStack” Kimi K2 · direct prompt · first choice
“Engagedly, Lattice, Dayforce, or SuccessionStack strike the best balance of functionality, usability, and pricing” GLM 4.7 FlashX · direct prompt · first choice
“if you want succession as the entire product, choose a dedicated tool (SuccessionStack, TalentGuard, SuccessionNow)” DeepSeek V4 Flash · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.