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Index Performance and talent management Succession planning › Teamflect vs TalentGuard
Succession planning · September 2026 Edition

Teamflect vs TalentGuard

Zero of twelve models named Teamflect first on the direct prompt; one named TalentGuard. Teamflect was named by six of the twelve models and TalentGuard by eleven and Teamflect carries 10 labels and TalentGuard 22, so the shares are not directly comparable.

Teamflect

accepted challenger

Named in nine categories this edition.

TalentGuard

accepted challenger

Named in three categories this edition.

First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 13; printed, not drawn.
Labels1022A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Teamflect 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 Teamflect · Lattice vs TalentGuard · Engagedly vs Teamflect

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.
TeamflectFirst choices, of twelve modelsTalentGuard
Direct01
Paraphrase00
Comparative00
Budget-constrained301 against TalentGuard
Scale-constrained01
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 Teamflect and TalentGuard stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Teamflect TalentGuard first choice named as an alternative argued againstblank: not namedEach cell is one answer, Teamflect on the left and TalentGuard on the right.

The direct prompt

The plain question, one answer per model, grouped by where Teamflect and TalentGuard stood in it.

TalentGuard first, Teamflect not the choice

1 of 12 modelsTeamflect was named in the answer but not as the choice, or not at all.
Perplexity SonarTalentGuard alternatives: Engagedly

Neither was the first choice, one was named

6 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
Gemini 3.5 FlashLattice alternatives: ChartHop, OrgChart, PerformYard, SuccessionNow, Teamflect
Mistral SmallEngagedly, Lattice alternatives: SuccessionNow, SuccessionStack, TalentGuard
Qwen 3.7 FlashEngagedly alternatives: Lattice, SuccessionStack, SuccessionWizard, TalentGuard
GLM 4.7 FlashXDayforce, Engagedly, Lattice, SuccessionStack alternatives: Cornerstone OnDemand, Leapsome, SAP SuccessFactors, SuccessionNow, TalentGuard, UKG Pro Succession Planning, Workday HCM
MiniMax M2.5Engagedly alternatives: Lattice, TalentGuard, UKG Pro

Neither was named

5 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
Grok 4.1 FastEngagedly alternatives: Lattice, SuccessionNow, SuccessionStack
DeepSeek V4 FlashEngagedly, Lattice alternatives: Leapsome, Paylocity, SuccessionNow, SuccessionStack
Llama 4 MaverickEngagedly alternatives: Lattice, SuccessionStack, UKG Pro Succession Planning
Kimi K2SuccessionStack alternatives: ClearCompany, Engagedly, Lattice, Paylocity

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
Teamflect leads by four points.
Teamflect4%#6 of 9
TalentGuard0%#– of 9
The full small business standing →
Mid-marketThe figures above
Teamflect leads by two points.
Teamflect6%#4 of 13
TalentGuard4%#6 of 13
The full mid-market standing →
Enterprise
Teamflect is not named for this buyer.
TalentGuard6%#4 of 11
Teamflectnot named
The full enterprise standing →

What the models said about Teamflect

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.

“If you have fewer than 10 employees: Use Teamflect’s free plan (or download a free Excel template) + Creately for visual mapping. This costs you $0.” DeepSeek V4 Flash · budget prompt · first choice
“For the tightest budget, I'd suggest starting with Creately or Teamflect since they have free tiers.” MiniMax M2.5 · budget prompt · first choice

What 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
Also compared

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.