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Employee engagement surveys · October 2026 Edition
Workleap Officevibe vs Microsoft Viva Glint
One of fourteen models named Workleap Officevibe first on the direct prompt; zero named Microsoft Viva Glint. Workleap Officevibe was named by fourteen of the fourteen models and Microsoft Viva Glint by eight and Workleap Officevibe carries 35 labels and Microsoft Viva Glint 10, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
First-choice share13%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 8; printed, not drawn.
Labels3510A 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 Microsoft Viva Glint · 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 modelsMicrosoft Viva Glint
Direct10
Paraphrase10
Comparative10
Budget-constrained602 against Workleap Officevibe
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 Microsoft Viva Glint 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 Microsoft Viva Glint first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workleap Officevibe on the left and Microsoft Viva Glint on the right.The direct prompt
The plain question, one answer per model, grouped by where Workleap Officevibe and Microsoft Viva Glint stood in it.
Workleap Officevibe first, Microsoft Viva Glint not the choice
1 of 14 modelsMicrosoft Viva Glint was named in the answer but not as the choice, or not at all.Mistral SmallCulture Amp, Workleap Officevibe alternatives: Eletive, Leapsome
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.DeepSeek V4 FlashCulture Amp alternatives: 15Five Engage, Lattice, Microsoft Viva Glint
Llama 4 MaverickLeapsome alternatives: CultureMonkey, Workleap Officevibe
Kimi K2Lattice alternatives: 15Five Engage, Culture Amp, Quantum Workplace, Workleap Officevibe
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
8 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Culture Amp alternatives: 15Five Engage, Lattice, Quantum Workplace
GPT-5.4 miniCulture Amp alternatives: Explorance Blue, Qualtrics EmployeeXM, WTW Engage, WorkTango
Gemini 3.5 FlashCulture Amp, Lattice alternatives: 15Five Engage, Leapsome, Teamflect
Perplexity SonarCulture Amp alternatives: 15Five Engage, CultureMonkey, Leapsome
Grok 4.1 FastCulture Amp alternatives: 15Five Engage, CultureMonkey, Lattice, Quantum Workplace
Qwen 3.7 FlashLattice alternatives: 15Five Engage
GLM 4.7 FlashXCulture Amp, Lattice alternatives: Leapsome
MiniMax M2.5Culture Amp alternatives: 15Five Engage, Lattice, Qualtrics EmployeeXM, Workday Peakon Employee Voice
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 9Microsoft Viva Glint0%#– of 9Mid-marketThe figures above
Workleap Officevibe leads by twelve points.
Workleap Officevibe13%#2 of 8Microsoft Viva Glint2%#7 of 8Enterprise
The order flips: Microsoft Viva Glint leads at enterprise.
Microsoft Viva Glint4%#4 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 Microsoft Viva Glint
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Culture Amp and Glint are the most popular for mid-market companies like yours” Mistral Small · scale prompt · first choice
“The ideal enterprise choice for organizations heavily embedded in the Microsoft 365 ecosystem.” Gemini 3.5 Flash · comparative prompt · alternative
“If you're heavily invested in Microsoft 365 \u2192 consider Microsoft Viva Glint.” DeepSeek V4 Flash · direct prompt · alternative
Also compared
Culture Amp vs Workleap OfficevibeCulture Amp vs Microsoft Viva GlintWorkleap Officevibe vs LeapsomeWorkleap Officevibe vs LatticeWorkleap Officevibe vs 15Five EngageWorkleap Officevibe vs FeedbackPulseWorkleap Officevibe vs Qualtrics EmployeeXMLeapsome vs Microsoft Viva GlintLattice vs Microsoft Viva Glint15Five Engage vs Microsoft Viva GlintFeedbackPulse vs Microsoft Viva GlintMicrosoft Viva Glint 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.