Succession planning · October 2026 Edition
Lattice vs Engagedly
Three of fourteen models named Lattice first on the direct prompt; six named Engagedly. Lattice was named by thirteen of the fourteen models and Engagedly by ten and Lattice carries 36 labels and Engagedly 17, so the shares are not directly comparable.
Named in nineteen categories this edition.
Named in ten categories this edition.
First-choice share28%11%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 13; printed, not drawn.
Labels3617A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Lattice reading right to left. Rank and label count are printed, not drawn.Lattice vs SuccessionNow · Lattice vs Teamflect · Lattice vs BambooHR
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; every quote names the model and the prompt it came from. Both figures come from the succession planning page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
LatticeFirst choices, of fourteen modelsEngagedly
Direct36
Paraphrase110
Comparative00
Budget-constrained002 against Lattice
Scale-constrained20
Negative002 against Lattice
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Lattice and Engagedly stood in it.
| 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 | | | | |||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | | | |
Lattice Engagedly first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lattice on the left and Engagedly on the right.The direct prompt
The plain question, one answer per model, grouped by where Lattice and Engagedly stood in it.
Both were the first choice
2 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Perplexity SonarEngagedly, Lattice alternatives: ADP Workforce Now, BambooHR, Dayforce, UKG Pro Succession Planning
Mistral SmallEngagedly, Lattice alternatives: SuccessionNow, TalentGuard Succession Planning
Lattice first, Engagedly not the choice
1 of 14 modelsEngagedly was named in the answer but not as the choice, or not at all.MiniMax M2.5Lattice alternatives: Cornerstone Succession, Deel HR, Qooper, TalentGuard Succession Planning
Engagedly first, Lattice an alternative
4 of 14 modelsLattice was named in the answer but not as the choice, or not at all.Grok 4.1 FastEngagedly alternatives: BambooHR, Lattice, PerformYard, SuccessionNow
Qwen 3.7 FlashEngagedly alternatives: BambooHR, Cornerstone Succession, Dayforce, SAP SuccessFactors Succession & Development
GLM 4.7 FlashXEngagedly alternatives: Cornerstone Succession, Dayforce, Lattice, PeopleFluent Succession Management, SuccessionNow, UKG Pro Succession Planning
Muse Glimmer 30BBambooHR, Engagedly alternatives: Lattice, Paylocity, SuccessionHR, UKG Pro Succession Planning
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Peoplebox alternatives: ChartHop, Engagedly, Lattice
Gemini 3.5 FlashSuccessionStack alternatives: HiBob, Lattice, PerformYard, TalentGuard Succession Planning
Llama 4 MaverickSuccessionHR alternatives: Cornerstone, Engagedly
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniHiBob alternatives: BambooHR add-ons / partner ecosystem, ClearCompany, Cornerstone Talent Management / Talent Experience, UKG Pro Succession Planning, Workday Succession Planning
DeepSeek V4 FlashSuccessionHR alternatives: BambooHR, Cornerstone Galaxy, PeopleFluent Succession Management
Kimi K2BambooHR, HiBob alternatives: Cornerstone Succession, Fuel50
GPT-6 Luna15Five alternatives: Cornerstone Succession, SAP SuccessFactors Succession & Development, Workday Succession Planning
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Mid-marketThe figures above
Lattice leads by eighteen points.
Lattice28%#1 of 13Engagedly11%#2 of 13Enterprise
Level: the same share of first choices.
Lattice0%#10 of 10Engagedly0%#– of 10What the models said about Lattice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Lattice - A people management platform... best for mid-market and enterprise HR teams managing performance, goals, engagement, and compensation in one place.” Llama 4 Maverick · paraphrase prompt · first choice
What the models said about Engagedly
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“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
Also compared
Lattice vs SuccessionNowLattice vs TeamflectLattice vs BambooHRLattice vs PerformYardLattice vs LeapsomeLattice vs Workday Succession PlanningEngagedly vs SuccessionNowEngagedly vs TeamflectEngagedly vs BambooHREngagedly vs PerformYardEngagedly vs LeapsomeEngagedly vs Workday Succession PlanningAll twenty-eight head-to-head pages and the full succession planning standing
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.