HR AI Index
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Employee engagement surveys · September 2026 Edition

Workleap Officevibe vs Lattice

Zero of twelve models named Workleap Officevibe first on the direct prompt; three named Lattice. Both were named by all twelve models and Workleap Officevibe carries 31 labels and Lattice 36, so the shares are not directly comparable.

Workleap Officevibe

accepted challenger

Named in one category this edition.

Lattice

accepted challenger

Named in nineteen categories this edition.

First-choice share12%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%3%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 8; printed, not drawn.
Labels3136A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Workleap Officevibe reading right to left. Rank and label count are printed, not drawn.Culture Amp was named alongside these two in twelve of the twelve direct answers. Culture Amp vs Workleap Officevibe · Culture Amp vs Lattice · Workleap Officevibe vs FeedbackPulse

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 employee engagement surveys page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Workleap OfficevibeFirst choices, of twelve modelsLattice
Direct03
Paraphrase12
Comparative00
Budget-constrained501 against Lattice
Scale-constrained00
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 Workleap Officevibe and Lattice 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
Workleap Officevibe Lattice first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workleap Officevibe on the left and Lattice on the right.

The direct prompt

The plain question, one answer per model, grouped by where Workleap Officevibe and Lattice stood in it.

Lattice first, Workleap Officevibe an alternative

3 of 12 modelsWorkleap Officevibe was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Lattice alternatives: 15Five, Culture Amp, Workleap Officevibe
Gemini 3.5 FlashCulture Amp, Lattice alternatives: 15Five, Leapsome
DeepSeek V4 FlashLattice alternatives: 15Five, Culture Amp, Quantum Workplace

Neither was the first choice, one was named

8 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Perplexity SonarCulture Amp alternatives: 15Five, Lattice, Workleap Officevibe
Grok 4.1 FastCulture Amp alternatives: 15Five, Lattice
Mistral SmallCulture Amp alternatives: 15Five, Lattice, Quantum Workplace, Workleap Officevibe
Llama 4 MaverickCulture Amp alternatives: 15Five, Lattice, Quantum Workplace
Qwen 3.7 FlashCulture Amp alternatives: 15Five, Lattice, Workleap Officevibe
Kimi K2Culture Amp alternatives: Lattice, Workleap Officevibe
GLM 4.7 FlashXCulture Amp alternatives: 15Five, Engagedly, Lattice, Leapsome, Quantum Workplace, Workvivo
MiniMax M2.5Culture Amp, Matter alternatives: 15Five, Lattice, ThriveSparrow

Neither was named

1 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniCulture Amp alternatives: Qualtrics EmployeeXM, WorkTango

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
Workleap Officevibe leads by forty points.
Workleap Officevibe40%#1 of 8
Lattice0%#7 of 8
The full small business standing →
Mid-marketThe figures above
Workleap Officevibe leads by two points.
Workleap Officevibe12%#2 of 8
Lattice10%#4 of 8
The full mid-market standing →
Enterprise
Workleap Officevibe leads by two points.
Workleap Officevibe5%#– of 6
Lattice2%#6 of 6
The full enterprise standing →

What the models said about Workleap Officevibe

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

“I'd usually recommend Workleap Officevibe as the best default choice for an employee pulse survey tool.” GPT-5.4 mini · paraphrase prompt · first choice
“the best employee engagement survey platforms are FeedbackPulse and Officevibe (Workleap)” Mistral Small · budget prompt · first choice
“Workleap (Officevibe) or FeedbackPulse are generally recommended over enterprise giants” Qwen 3.7 Flash · budget prompt · first choice

What the models said about Lattice

No label in this category carried a quote.

Also compared
Culture Amp vs Workleap OfficevibeCulture Amp vs LatticeWorkleap Officevibe vs FeedbackPulseWorkleap Officevibe vs 15FiveFeedbackPulse vs LatticeLattice vs 15FiveAll ten head-to-head pages and the full employee engagement surv 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.