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Employee onboarding · November 2026 Edition

Connecteam vs Zoho People

Zero of fourteen models named Connecteam first on the direct prompt; zero named Zoho People. Connecteam was named by eleven of the fourteen models and Zoho People by eleven and Connecteam carries 16 labels and Zoho People 11, so the shares are not directly comparable.

Connecteam

accepted challenger

Named in eighteen categories this edition.

Zoho People

accepted challenger

Named in fifteen categories this edition.

First-choice share10%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 12; printed, not drawn.
Labels1611A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Connecteam reading right to left. Rank and label count are printed, not drawn.HiBob was named alongside these two in thirteen of the fourteen direct answers. Rippling vs Connecteam · Rippling vs Zoho People · BambooHR vs Connecteam

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 onboarding page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ConnecteamFirst choices, of fourteen modelsZoho People
Direct00
Paraphrase00
Comparative00
Budget-constrained54
Scale-constrained00
Negative00
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, Connecteam and Zoho People were named in the same answer eighty-one times, of the 718 answers naming Connecteam and the 324 naming Zoho People. In those answers Zoho People took the first choice ten times and Connecteam sixteen.

Every model, every framing

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

The direct prompt

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

Neither was the first choice, one was named

1 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Qwen 3.7 FlashPersonio, Rippling alternatives: Continu, Deel, Enboarder, HiBob, Zoho People

Neither was named

13 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Paylocity alternatives: BambooHR, Docebo, HiBob, Sapling HR
GPT-5.4 miniRippling alternatives: ADP Workforce Now, BambooHR, HiBob
Gemini 3.5 FlashRippling alternatives: BambooHR, Enboarder, HiBob, Process Street
Perplexity SonarRippling alternatives: BambooHR, Deel, HiBob, Trainual
Grok 4.20Rippling alternatives: BambooHR, Deel, Enboarder, Gusto, HiBob
Mistral SmallBambooHR, Rippling alternatives: Deel, HiBob, Workable HR
DeepSeek V4 FlashBambooHR, HiBob alternatives: Enboarder, Rippling
Llama 4 Maverickno first choice
Kimi K2BambooHR alternatives: HiBob, Rippling, Workable HR
GLM 4.7 FlashXWorkable HR alternatives: BambooHR, ClearCompany, Enboarder, HiBob
MiniMax M2.5BambooHR, Workable HR alternatives: HiBob
GPT-6 LunaRippling alternatives: BambooHR, Enboarder, HiBob
Muse Glimmer 30BWorkable HR alternatives: BambooHR, HiBob, 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
Connecteam leads by nine points.
Connecteam13%#3 of 10
Zoho People4%#6 of 10
The full small business standing →
Mid-marketThe figures above
Connecteam leads by two points.
Connecteam10%#3 of 12
Zoho People8%#5 of 12
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Connecteam0%#– of 12
Zoho People0%#– of 12
The full enterprise standing →

What the models said about Connecteam

No label in this category carried a quote.

What the models said about Zoho People

No label in this category carried a quote.

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.