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People analytics · November 2026 Edition

HiBob vs Leapsome

Three of fourteen models named HiBob first on the direct prompt; zero named Leapsome. HiBob was named by thirteen of the fourteen models and Leapsome by ten and HiBob carries 28 labels and Leapsome 15, so the shares are not directly comparable.

HiBob

accepted challenger

Named in twenty-two categories this edition.

Leapsome

accepted challenger

Named in seventeen categories this edition.

First-choice share12%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 13; printed, not drawn.
Labels2815A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, HiBob reading right to left. Rank and label count are printed, not drawn.ChartHop was named alongside these two in twelve of the fourteen direct answers. ChartHop vs HiBob · ChartHop vs Leapsome · Crunchr vs HiBob

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 people analytics page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
HiBobFirst choices, of fourteen modelsLeapsome
Direct30
Paraphrase40
Comparative00
Budget-constrained02
Scale-constrained00
Negative001 against Leapsome
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.

Across every category in the November 2026 Edition, HiBob and Leapsome were named in the same answer fifty-six times, of the 375 answers naming HiBob and the 411 naming Leapsome. In those answers Leapsome took the first choice three times and HiBob three.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where HiBob and Leapsome 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
HiBob Leapsome first choice named as an alternative argued againstblank: not namedEach cell is one answer, HiBob on the left and Leapsome on the right.

The direct prompt

The plain question, one answer per model, grouped by where HiBob and Leapsome stood in it.

HiBob first, Leapsome not the choice

3 of 14 modelsLeapsome was named in the answer but not as the choice, or not at all.
GPT-5.4 miniHiBob alternatives: Crunchr, Orgvue, Perceptyx
Llama 4 MaverickHiBob alternatives: 15Five, BambooHR, ChartHop, Crunchr, Culture Amp, Rippling
Qwen 3.7 FlashHiBob alternatives: ChartHop, Crunchr

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashChartHop, Visier alternatives: HiBob, Lattice, Leapsome, Rippling
Grok 4.20ChartHop alternatives: HiBob, Lattice
Mistral SmallChartHop, Crunchr alternatives: HiBob
DeepSeek V4 FlashChartHop alternatives: Crunchr, Culture Amp, HiBob, One Model
MiniMax M2.5Crunchr alternatives: BambooHR, ChartHop, HiBob
Muse Glimmer 30BCrunchr alternatives: BambooHR, ChartHop, HiBob, Knoetic, PeoplePilot, ThriveSparrow

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5PeoplePilot alternatives: Crunchr, HiBob People Analytics, Lattice, Orgnostic
Perplexity SonarCrunchr alternatives: ChartHop, Culture Amp, Lattice
Kimi K2ChartHop, Crunchr
GLM 4.7 FlashXCrunchr alternatives: BambooHR, ChartHop
GPT-6 LunaChartHop alternatives: One Model, Visier

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
HiBob leads by two points.
HiBob4%#6 of 17
Leapsome2%#7 of 17
The full small business standing →
Mid-marketThe figures above
HiBob leads by nine points.
HiBob12%#3 of 13
Leapsome4%#6 of 13
The full mid-market standing →
Enterprise
Level: the same share of first choices.
HiBob0%#– of 12
Leapsome0%#– of 12
The full enterprise standing →

What the models said about HiBob

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

“HiBob is a modern HR platform built specifically for mid-sized organizations that offers the strongest overall blend of configurability, user experience, analytics depth” Claude Haiku 4.5 · paraphrase prompt · first choice
“HiBob and Crunchr are standout choices due to their strong analytics, scalability, and focus on mid-market needs.” Mistral Small · paraphrase 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.

“Start with Leapsome ($3/user/month) if you want a complete HR platform with analytics” GLM 4.7 FlashX · budget prompt · first choice
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.