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Leave and absence management · November 2026 Edition

LeaveBoard vs Zoho People

Zero of fourteen models named LeaveBoard first on the direct prompt; zero named Zoho People. LeaveBoard was named by thirteen of the fourteen models and Zoho People by fourteen and LeaveBoard carries 22 labels and Zoho People 28, so the shares are not directly comparable.

LeaveBoard

accepted challenger

Named in two categories this edition.

Zoho People

accepted challenger

Named in fifteen categories this edition.

First-choice share18%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 14; printed, not drawn.
Labels2228A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LeaveBoard reading right to left. Rank and label count are printed, not drawn.Rippling was named alongside these two in eleven of the fourteen direct answers. LeaveBoard vs Vacation Tracker · LeaveBoard vs BambooHR · LeaveBoard vs Rippling

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 leave and absence management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
LeaveBoardFirst choices, of fourteen modelsZoho People
Direct00
Paraphrase01
Comparative00
Budget-constrained90
Scale-constrained00
Negative001 against LeaveBoard · 1 against Zoho People
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 LeaveBoard and Zoho People stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
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
LeaveBoard Zoho People first choice named as an alternative argued againstblank: not namedEach cell is one answer, LeaveBoard on the left and Zoho People on the right.

The direct prompt

The plain question, one answer per model, grouped by where LeaveBoard and Zoho People stood in it.

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Perplexity SonarBambooHR alternatives: AbsenceSoft, Deel, Factorial, Rippling, Vacation Tracker, Zoho People
DeepSeek V4 FlashRippling alternatives: BambooHR, Vacation Tracker, Zoho People
Qwen 3.7 FlashFactorial, Rippling alternatives: BambooHR, HiBob, Zoho People
Muse Glimmer 30BTalentHR, Vacation Tracker alternatives: BambooHR, Calamari, Deel, Rippling, Zoho People

Neither was named

10 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Paycor alternatives: HiBob, Personio, Rippling
GPT-5.4 miniAbsenceSoft alternatives: BambooHR, Sparrow, Workzoom
Gemini 3.5 FlashRippling alternatives: AbsenceSoft, AttendanceBot, BambooHR, HiBob, Vacation Tracker
Grok 4.20Rippling alternatives: BambooHR, Calamari, Vacation Tracker
Mistral SmallAbsence.io, HiBob alternatives: Jorani, Timetastic
Llama 4 Maverickno first choice
Kimi K2Rippling alternatives: BambooHR, Personio
GLM 4.7 FlashXCalamari, Vacation Tracker alternatives: BambooHR, Rippling
MiniMax M2.5Rippling alternatives: BambooHR, Calamari, TalentHR
GPT-6 LunaAbsenceSoft alternatives: Cocoon, Rippling

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
LeaveBoard leads by twenty-one points.
LeaveBoard21%#1 of 12
Zoho People0%#11 of 12
The full small business standing →
Mid-marketThe figures above
LeaveBoard leads by sixteen points.
LeaveBoard18%#1 of 14
Zoho People2%#7 of 14
The full mid-market standing →
Enterprise
LeaveBoard leads by two points.
LeaveBoard2%#– of 12
Zoho People0%#– of 12
The full enterprise standing →

What the models said about LeaveBoard

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

“Some standalone tools (like Day Off or LeaveBoard) have free tiers, but may lack advanced features for larger or more complex organizations.” Mistral Small · negative prompt · soft negative
“For a truly limited budget, start with LeaveBoard's free plan if you have fewer than 10 employees.” MiniMax M2.5 · budget prompt · first choice
“LeaveBoard or Vacation Tracker are excellent starting points for small teams and limited budgets.” Mistral Small · budget prompt · first choice
“LeaveBoard is the best starting choice: it offers a free plan for up to nine employees” Perplexity Sonar · budget prompt · first choice

What the models said about Zoho People

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

“G2 reviews for Zoho People specifically mention a "steep learning curve," "cluttered and complex" navigation, and limited customization options” GLM 4.7 FlashX · negative 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.