Succession planning · September 2026 Edition
TalentGuard vs SuccessionStack
One of twelve models named TalentGuard first on the direct prompt; two named SuccessionStack. TalentGuard was named by eleven of the twelve models and SuccessionStack by eight and TalentGuard carries 22 labels and SuccessionStack 14, so the shares are not directly comparable.
Named in three categories this edition.
Named in one category this edition.
First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 13; printed, not drawn.
Labels2214A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, TalentGuard reading right to left. Rank and label count are printed, not drawn.Lattice was named alongside these two in ten of the twelve direct answers. Lattice vs TalentGuard · Lattice vs SuccessionStack · Engagedly vs TalentGuard
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.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
TalentGuardFirst choices, of twelve modelsSuccessionStack
Direct12
Paraphrase00
Comparative00
Budget-constrained001 against TalentGuard
Scale-constrained10
Negative00
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where TalentGuard and SuccessionStack 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 | | |
TalentGuard SuccessionStack first choice named as an alternative argued againstblank: not namedEach cell is one answer, TalentGuard on the left and SuccessionStack on the right.The direct prompt
The plain question, one answer per model, grouped by where TalentGuard and SuccessionStack stood in it.
TalentGuard first, SuccessionStack not the choice
1 of 12 modelsSuccessionStack was named in the answer but not as the choice, or not at all.Perplexity SonarTalentGuard alternatives: Engagedly
SuccessionStack first, TalentGuard an alternative
2 of 12 modelsTalentGuard was named in the answer but not as the choice, or not at all.Kimi K2SuccessionStack alternatives: ClearCompany, Engagedly, Lattice, Paylocity
GLM 4.7 FlashXDayforce, Engagedly, Lattice, SuccessionStack alternatives: Cornerstone OnDemand, Leapsome, SAP SuccessFactors, SuccessionNow, TalentGuard, UKG Pro Succession Planning, Workday HCM
Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Engagedly, Lattice alternatives: ChartHop, ELMO Software, Fuel50, TalentGuard
Grok 4.1 FastEngagedly alternatives: Lattice, SuccessionNow, SuccessionStack
Mistral SmallEngagedly, Lattice alternatives: SuccessionNow, SuccessionStack, TalentGuard
DeepSeek V4 FlashEngagedly, Lattice alternatives: Leapsome, Paylocity, SuccessionNow, SuccessionStack
Llama 4 MaverickEngagedly alternatives: Lattice, SuccessionStack, UKG Pro Succession Planning
Qwen 3.7 FlashEngagedly alternatives: Lattice, SuccessionStack, SuccessionWizard, TalentGuard
MiniMax M2.5Engagedly alternatives: Lattice, TalentGuard, UKG Pro
Neither was named
2 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniUKG Pro alternatives: Cornerstone Succession, Quantum Workplace, SAP SuccessFactors HCM
Gemini 3.5 FlashLattice alternatives: ChartHop, OrgChart, PerformYard, SuccessionNow, Teamflect
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
Level: the same share of first choices.
TalentGuard0%#– of 9SuccessionStack0%#– of 9Mid-marketThe figures above
Level: the same share of first choices.
TalentGuard4%#6 of 13SuccessionStack4%#7 of 13Enterprise
TalentGuard leads by four points.
TalentGuard6%#4 of 11SuccessionStack2%#– of 11What the models said about TalentGuard
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“come with high per-user fees and mandatory implementation or onboarding fees that can easily range from $5,000 to $10,000 upfront” Gemini 3.5 Flash · budget prompt · soft negative
What the models said about SuccessionStack
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
Also compared
Lattice vs TalentGuardLattice vs SuccessionStackEngagedly vs TalentGuardEngagedly vs SuccessionStackEmpxtrack vs TalentGuardEmpxtrack vs SuccessionStackTeamflect vs TalentGuardTeamflect vs SuccessionStackSuccessionNow vs TalentGuardSuccessionNow vs SuccessionStackAll twenty-one 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.