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Employee engagement surveys · October 2026 Edition
Workleap Officevibe vs Lattice
One of fourteen models named Workleap Officevibe first on the direct prompt; four named Lattice. Workleap Officevibe was named by fourteen of the fourteen models and Lattice by twelve and Workleap Officevibe carries 35 labels and Lattice 31, so the shares are not directly comparable.
Named in two categories this edition.
Named in nineteen categories this edition.
First-choice share13%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%6%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.
Labels3531A 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 fourteen direct answers. Culture Amp vs Workleap Officevibe · Culture Amp vs Lattice · Workleap Officevibe vs Leapsome
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 employee engagement surveys page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Workleap OfficevibeFirst choices, of fourteen modelsLattice
Direct14
Paraphrase11
Comparative11
Budget-constrained602 against Workleap Officevibe · 2 against Lattice
Scale-constrained01
Negative00
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 Workleap Officevibe and Lattice 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 | | | |
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.
Workleap Officevibe first, Lattice not the choice
1 of 14 modelsLattice was named in the answer but not as the choice, or not at all.Mistral SmallCulture Amp, Workleap Officevibe alternatives: Eletive, Leapsome
Lattice first, Workleap Officevibe an alternative
4 of 14 modelsWorkleap Officevibe was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashCulture Amp, Lattice alternatives: 15Five Engage, Leapsome, Teamflect
Qwen 3.7 FlashLattice alternatives: 15Five Engage
Kimi K2Lattice alternatives: 15Five Engage, Culture Amp, Quantum Workplace, Workleap Officevibe
GLM 4.7 FlashXCulture Amp, Lattice alternatives: Leapsome
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Culture Amp alternatives: 15Five Engage, Lattice, Quantum Workplace
Grok 4.1 FastCulture Amp alternatives: 15Five Engage, CultureMonkey, Lattice, Quantum Workplace
DeepSeek V4 FlashCulture Amp alternatives: 15Five Engage, Lattice, Microsoft Viva Glint
Llama 4 MaverickLeapsome alternatives: CultureMonkey, Workleap Officevibe
MiniMax M2.5Culture Amp alternatives: 15Five Engage, Lattice, Qualtrics EmployeeXM, Workday Peakon Employee Voice
GPT-6 LunaCulture Amp alternatives: Lattice, Workleap Officevibe
Muse Glimmer 30BCulture Amp alternatives: 15Five Engage, Lattice, Microsoft Viva Glint, Quantum Workplace, TINYpulse, Workleap Officevibe
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniCulture Amp alternatives: Explorance Blue, Qualtrics EmployeeXM, WTW Engage, WorkTango
Perplexity SonarCulture Amp alternatives: 15Five Engage, CultureMonkey, Leapsome
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-one points.
Workleap Officevibe41%#1 of 9Lattice0%#8 of 9Mid-marketThe figures above
Workleap Officevibe leads by three points.
Workleap Officevibe13%#2 of 8Lattice10%#4 of 8Enterprise
The order flips: Lattice leads at enterprise.
Lattice4%#5 of 9Workleap Officevibe2%#– of 9What the models said about Workleap Officevibe
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“don't shortlist Officevibe based on older $5-per-person pricing articles: Workleap's current published plans start at $4,999/year” GPT-6 Luna · budget prompt · hard negative
“a simpler, much more affordable alternative to Workleap (formerly Officevibe), which recently retired its popular free/cheap tier” Gemini 3.5 Flash · budget prompt · soft negative
“Workleap (Officevibe) at $5/user/month appears to be the best balance of features, affordability, and ease of use” MiniMax M2.5 · budget prompt · first choice
“Workleap Officevibe stands out as the best dedicated employee engagement platform for budget-conscious companies” Kimi K2 · budget prompt · first choice
“Officevibe is often cited as the best value for small budgets due to its low per-user cost and simplicity” Mistral Small · budget prompt · first choice
What the models said about Lattice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“avoid platforms with $4,000+ annual minimums like Lattice/Culture Amp” GLM 4.7 FlashX · budget prompt · hard negative
“Avoid "Enterprise Trap" Tools Platforms like Culture Amp, Lattice” Qwen 3.7 Flash · budget prompt · hard negative
Also compared
Culture Amp vs Workleap OfficevibeCulture Amp vs LatticeWorkleap Officevibe vs LeapsomeWorkleap Officevibe vs 15Five EngageWorkleap Officevibe vs FeedbackPulseWorkleap Officevibe vs Microsoft Viva GlintWorkleap Officevibe vs Qualtrics EmployeeXMLeapsome vs LatticeLattice vs 15Five EngageLattice vs FeedbackPulseLattice vs Microsoft Viva GlintLattice vs Qualtrics EmployeeXMAll twenty-eight 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.