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People analytics · September 2026 Edition

HiBob vs BambooHR

Two of twelve models named HiBob first on the direct prompt; zero named BambooHR. Both were named by all twelve models and HiBob carries 22 labels and BambooHR 26, so the shares are not directly comparable.

HiBob

accepted challenger

Named in sixteen categories this edition.

BambooHR

accepted challenger

Named in twenty-four categories this edition.

First-choice share15%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%19%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#3A position in a field of 12; printed, not drawn.
Labels2226A 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 eight of the twelve direct answers. HiBob vs Crunchr · Crunchr vs BambooHR

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
HiBobFirst choices, of twelve modelsBambooHR
Direct202 against BambooHR
Paraphrase601 against BambooHR
Comparative001 against HiBob
Budget-constrained07
Scale-constrained00
Negative002 against BambooHR
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

The direct prompt

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

HiBob first, BambooHR not the choice

2 of 12 modelsBambooHR was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5HiBob alternatives: Rippling, UKG People Analytics
Perplexity SonarCrunchr, HiBob alternatives: ChartHop, Culture Amp

Neither was the first choice, one was named

3 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Mistral SmallCrunchr alternatives: HiBob, Lattice
Qwen 3.7 FlashVisier alternatives: Culture Amp, HiBob, Looker, Tableau
GLM 4.7 FlashXCrunchr alternatives: BambooHR, ChartHop, Personio

Neither was named

7 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniVisier alternatives: ChartHop, Crunchr, Workday Peakon
Gemini 3.5 FlashKnoetic alternatives: ChartHop, Culture Amp, Illoominus, Paradox
Grok 4.1 FastCrunchr alternatives: ChartHop, Lattice
DeepSeek V4 FlashChartHop, Crunchr alternatives: Culture Amp, Lattice, Leapsome, Orgnostic
Llama 4 MaverickChartHop
Kimi K2Crunchr alternatives: ChartHop, Visier
MiniMax M2.5Visier alternatives: Lattice, Workday HCM

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
BambooHR leads by forty points.
BambooHR41%#1 of 16
HiBob2%#9 of 16
The full small business standing →
Mid-marketThe figures above
The order flips: HiBob leads at mid-market.
HiBob15%#1 of 12
BambooHR13%#3 of 12
The full mid-market standing →
Enterprise
Level: the same share of first choices.
HiBob0%#– of 9
BambooHR0%#– of 9
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. One of one in this category shown.

“HiBob is designed for fast-growing mid-market companies (typically 50–2,000 employees) that want an all-in-one HRIS with embedded people analytics” Claude Haiku 4.5 · direct prompt · first choice

What the models said about BambooHR

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

“BambooHR (if you want an all-in-one HR + analytics system) or 15Five (for the lowest cost with no seat minimums) are the strongest choices” DeepSeek V4 Flash · budget prompt · first choice
“Top Pick: BambooHR \u2013 Frequently recommended for budget SMBs due to affordability, ease of use, and built-in reports” Grok 4.1 Fast · budget prompt · first choice
Also compared
HiBob vs CrunchrCrunchr vs BambooHRThe full people analytics standing

Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.