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Employee onboarding · November 2026 Edition

Connecteam vs Gusto

Zero of fourteen models named Connecteam first on the direct prompt; zero named Gusto. Connecteam was named by eleven of the fourteen models and Gusto by thirteen and Connecteam carries 16 labels and Gusto 32, so the shares are not directly comparable.

Connecteam

accepted challenger

Named in eighteen categories this edition.

Gusto

accepted challenger

Named in twenty-one categories this edition.

First-choice share10%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 12; printed, not drawn.
Labels1632A 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 Gusto · 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 modelsGusto
Direct001 against Gusto
Paraphrase001 against Gusto
Comparative00
Budget-constrained53
Scale-constrained00
Negative001 against Gusto
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 Connecteam and Gusto 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 Gusto first choice named as an alternative argued againstblank: not namedEach cell is one answer, Connecteam on the left and Gusto on the right.

The direct prompt

The plain question, one answer per model, grouped by where Connecteam and Gusto 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.
Grok 4.20Rippling alternatives: BambooHR, Deel, Enboarder, Gusto, HiBob

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
Mistral SmallBambooHR, Rippling alternatives: Deel, HiBob, Workable HR
DeepSeek V4 FlashBambooHR, HiBob alternatives: Enboarder, Rippling
Llama 4 Maverickno first choice
Qwen 3.7 FlashPersonio, Rippling alternatives: Continu, Deel, Enboarder, HiBob, Zoho People
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
Gusto leads by nine points.
Gusto21%#2 of 10
Connecteam13%#3 of 10
The full small business standing →
Mid-marketThe figures above
The order flips: Connecteam leads at mid-market.
Connecteam10%#3 of 12
Gusto6%#6 of 12
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Connecteam0%#– of 12
Gusto0%#12 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 Gusto

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.