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People analytics · October 2026 Edition

BambooHR vs Orgnostic

Zero of fourteen models named BambooHR first on the direct prompt; one named Orgnostic. BambooHR was named by thirteen of the fourteen models and Orgnostic by seven and BambooHR carries 32 labels and Orgnostic 10, so the shares are not directly comparable.

BambooHR

accepted challenger

Named in twenty-eight categories this edition.

Orgnostic

accepted challenger

Named in two categories this edition.

First-choice share9%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate16%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 11; printed, not drawn.
Labels3210A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BambooHR reading right to left. Rank and label count are printed, not drawn.ChartHop was named alongside these two in ten of the fourteen direct answers. Crunchr vs BambooHR · Crunchr vs Orgnostic · ChartHop vs BambooHR

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.
BambooHRFirst choices, of fourteen modelsOrgnostic
Direct01
Paraphrase001 against BambooHR
Comparative001 against BambooHR
Budget-constrained501 against BambooHR
Scale-constrained01
Negative012 against BambooHR
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 BambooHR and Orgnostic stood in it.
ModelDirectORParaphraseORComparativeORBudget-constrainedORScale-constrainedORNegativeOR
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 FlashOROR
Perplexity Sonar
Grok 4.1 Fast
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 FlashOROR
Kimi K2OR
GLM 4.7 FlashXOR
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30BOR
BambooHROR Orgnostic first choice named as an alternative argued againstblank: not namedEach cell is one answer, BambooHR on the left and Orgnostic on the right.

The direct prompt

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

Orgnostic first, BambooHR not the choice

1 of 14 modelsBambooHR was named in the answer but not as the choice, or not at all.
GLM 4.7 FlashXCrunchr, Orgnostic alternatives: ChartHop, HiBob, Worklytics

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastChartHop alternatives: BambooHR, Culture Amp, Eletive, Lattice, Visier
Mistral SmallChartHop, Crunchr alternatives: BambooHR, Eletive

Neither was named

11 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5HiBob alternatives: Rippling, Visier
GPT-5.4 miniHiBob alternatives: Crunchr, PeopleInsight
Gemini 3.5 FlashKnoetic alternatives: ChartHop, Culture Amp, Visier
Perplexity SonarHiBob alternatives: Crunchr
DeepSeek V4 FlashCrunchr alternatives: ChartHop, Culture Amp
Llama 4 MaverickCrunchr alternatives: Ordio, Workhuman iQ
Qwen 3.7 FlashChartHop alternatives: HiBob, Lattice, One Model, Visier
Kimi K2ChartHop alternatives: HiBob, Lattice
MiniMax M2.5Crunchr alternatives: ChartHop, Culture Amp, Workday People Analytics, Workhuman iQ
GPT-6 LunaChartHop alternatives: HiBob, Lattice, Visier
Muse Glimmer 30BChartHop, Crunchr

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 fifty-three points.
BambooHR53%#1 of 16
Orgnostic0%#– of 16
The full small business standing →
Mid-marketThe figures above
BambooHR leads by five points.
BambooHR9%#4 of 11
Orgnostic3%#6 of 11
The full mid-market standing →
Enterprise
Level: the same share of first choices.
BambooHR0%#– of 10
Orgnostic0%#– of 10
The full enterprise standing →

What the models said about BambooHR

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

“Strategic Tip: If you are on a strict budget, start with BambooHR... Best balance of ease-of-use and affordable reporting features.” Qwen 3.7 Flash · budget prompt · first choice

What the models said about Orgnostic

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

“Crunchr (fast, self‑serve, GDPR‑first) or Orgnostic (turnkey, survey‑focused)” GLM 4.7 FlashX · direct prompt · first choice
“For mid-market teams, options often shortlisted are Crunchr, ChartHop, or Orgnostic” Muse Glimmer 30B · scale prompt · first choice
“prioritize out-of-the-box, self-service platforms (like *Crunchr* or *Orgnostic*)” Gemini 3.5 Flash · negative 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.