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Employee engagement surveys · November 2026 Edition
Lattice Engagement vs Leapsome
One of fourteen models named Lattice Engagement first on the direct prompt; one named Leapsome. Lattice Engagement was named by thirteen of the fourteen models and Leapsome by twelve and Lattice Engagement carries 32 labels and Leapsome 21, so the shares are not directly comparable.
Lattice Engagement
accepted challengerNamed in one category this edition.
Named in seventeen categories this edition.
First-choice share7%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%14%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 10; printed, not drawn.
Labels3221A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Lattice Engagement reading right to left. Rank and label count are printed, not drawn.15Five Engage was named alongside these two in twelve of the fourteen direct answers. 15Five Engage vs Lattice Engagement · 15Five Engage vs Leapsome · Culture Amp vs Lattice Engagement
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.
Lattice EngagementFirst choices, of fourteen modelsLeapsome
Direct112 against Lattice Engagement
Paraphrase301 against Leapsome
Comparative00
Budget-constrained012 against Lattice Engagement · 2 against Leapsome
Scale-constrained00
Negative10
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 Lattice Engagement and Leapsome stood in it.
| Model | DirectLE | ParaphraseLE | ComparativeLE | Budget-constrainedLE | Scale-constrainedLE | NegativeLE |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | LE | LE | ||||
| GPT-5.4 mini | LE | | ||||
| Gemini 3.5 Flash | LE | LE | LE | LE | ||
| Perplexity Sonar | LE | LE | ||||
| Grok 4.20 | | LE | LE | |||
| Mistral Small | LE | | | |||
| DeepSeek V4 Flash | | LE | | |||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | LE | LE | | LE | ||
| Kimi K2 | LE | LE | LE | LE | ||
| GLM 4.7 FlashX | LE | LE | ||||
| MiniMax M2.5 | | LE | ||||
| GPT-6 Luna | LE | |||||
| Muse Glimmer 30B | |
LE Lattice Engagement LeapsomeLE first choiceLE named as an alternativeLE argued againstblank: not namedEach cell is one answer, Lattice Engagement on the left and Leapsome on the right.
LeapsomeLE first choiceLE named as an alternativeLE argued againstblank: not namedEach cell is one answer, Lattice Engagement on the left and Leapsome on the right.The direct prompt
The plain question, one answer per model, grouped by where Lattice Engagement and Leapsome stood in it.
Lattice Engagement first, Leapsome an alternative
1 of 14 modelsLeapsome was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashLattice Engagement alternatives: 15Five Engage, Culture Amp, Leapsome, Workleap Officevibe
Leapsome first, Lattice Engagement an alternative
1 of 14 modelsLattice Engagement was named in the answer but not as the choice, or not at all.Mistral Small15Five Engage, Leapsome, Workleap Officevibe alternatives: Lattice Engagement
Neither was the first choice, one was named
11 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 Engagement, Quantum Workplace, WorkTango
GPT-5.4 miniCulture Amp alternatives: Betterworks, Lattice Engagement, Workvivo
Perplexity SonarCulture Amp alternatives: 15Five Engage, Lattice Engagement, Workleap Officevibe
Grok 4.2015Five Engage alternatives: Leapsome, Workleap Officevibe
DeepSeek V4 Flash15Five Engage alternatives: Leapsome, Workleap Officevibe
Qwen 3.7 Flash15Five Engage alternatives: Culture Amp, Lattice Engagement, Leapsome
Kimi K215Five Engage alternatives: Leapsome
GLM 4.7 FlashX15Five Engage alternatives: Leapsome, Workleap Officevibe
MiniMax M2.515Five Engage alternatives: Culture Amp, Leapsome, Workleap Officevibe
GPT-6 LunaCulture Amp alternatives: 15Five Engage, Lattice Engagement, Workleap Officevibe
Muse Glimmer 30B15Five Engage alternatives: Culture Amp, Leapsome, ThriveSparrow Engage, Workleap Officevibe
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Llama 4 Maverickno first choice
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
Lattice Engagement leads by two points.
Lattice Engagement2%#9 of 11
Leapsome0%#10 of 11Mid-marketThe figures above
Lattice Engagement leads by four points.
Lattice Engagement7%#4 of 10
Leapsome4%#5 of 10Enterprise
Lattice Engagement leads by four points.
Lattice Engagement4%#6 of 7
Leapsome0%#– of 7What the models said about Lattice Engagement
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid for Tight Budgets: Tools like Lattice ($4/user/month + $4K annual min)” Grok 4.20 · budget prompt · hard negative
“$4,000 minimum may be a poor fit for companies under ~30 people; pricing complexity” GLM 4.7 FlashX · direct prompt · soft negative
“Higher minimum commitment may be steep for smaller mid-market companies” Kimi K2 · direct prompt · soft negative
“Best Overall for Modern B2B Companies: Lattice ... is the gold standard for mid-sized tech and B2B companies.” Gemini 3.5 Flash · paraphrase prompt · first choice
“For most mid-sized B2B companies, Culture Amp or Lattice tend to offer the best balance of features” Claude Haiku 4.5 · paraphrase prompt · first choice
“Look instead for transparent, survey-based engagement platforms (like Culture Amp or Lattice).” Gemini 3.5 Flash · negative prompt · first choice
What the models said about Leapsome
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Avoid for Tight Budgets: ... or Leapsome” Grok 4.20 · budget prompt · hard negative
Also compared
15Five Engage vs Lattice Engagement15Five Engage vs LeapsomeCulture Amp vs Lattice EngagementCulture Amp vs LeapsomeWorkleap Officevibe vs Lattice EngagementWorkleap Officevibe vs LeapsomeLattice Engagement vs ThriveSparrow EngageLattice Engagement vs Google FormsLeapsome vs ThriveSparrow EngageLeapsome vs Google FormsAll twenty-one 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.