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Employee onboarding · October 2026 Edition

Connecteam vs Gusto

Zero of fourteen models named Connecteam first on the direct prompt; zero named Gusto. Connecteam was named by nine of the fourteen models and Gusto by twelve and Connecteam carries 11 labels and Gusto 27, so the shares are not directly comparable.

Connecteam

accepted challenger

Named in nineteen categories this edition.

Gusto

accepted challenger

Named in twenty-four categories this edition.

First-choice share5%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 12; printed, not drawn.
Labels1127A 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.Rippling was named alongside these two in twelve 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
Direct00
Paraphrase00
Comparative00
Budget-constrained32
Scale-constrained00
Negative001 against Connecteam · 2 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 4.1 Fast
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 named

14 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5BambooHR alternatives: HiBob, Rippling
GPT-5.4 miniRippling alternatives: BambooHR, Deel, HiBob
Gemini 3.5 FlashHiBob, Rippling alternatives: Deel, Enboarder, Tango, Trainual
Perplexity SonarRippling alternatives: BambooHR, HiBob
Grok 4.1 FastRippling alternatives: BambooHR, HiBob, Paycor
Mistral SmallPaycor alternatives: BambooHR, HiBob, Personio
DeepSeek V4 FlashHiBob, Rippling alternatives: BambooHR, Paylocity
Llama 4 MaverickBambooHR, HiBob, Trainual
Qwen 3.7 FlashBambooHR alternatives: Lumos, Paycor, Personio, Rippling
Kimi K2HiBob, Rippling alternatives: Paycor
GLM 4.7 FlashXPersonio alternatives: BambooHR, Deel, HiBob, Paycor, Rippling
MiniMax M2.5BambooHR alternatives: Paylocity, Personio, Rippling
GPT-6 LunaRippling alternatives: BambooHR, HiBob
Muse Glimmer 30BBambooHR alternatives: Personio, 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 sixteen points.
Gusto21%#2 of 9
Connecteam5%#5 of 9
The full small business standing →
Mid-marketThe figures above
The order flips: Connecteam leads at mid-market.
Connecteam5%#6 of 12
Gusto4%#7 of 12
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Connecteam0%#– of 11
Gusto0%#– of 11
The full enterprise standing →

What the models said about Connecteam

No label in this category carried a quote.

What the models said about Gusto

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

“Gusto and Homebase are often cited as the best options for small businesses and those with limited budgets” Mistral Small · budget prompt · first choice
Also compared
Rippling vs ConnecteamRippling vs GustoBambooHR vs ConnecteamBambooHR vs GustoZoho People vs ConnecteamZoho People vs GustoHiBob vs ConnecteamHiBob vs GustoPersonio vs ConnecteamPersonio vs GustoConnecteam vs DeelGusto vs DeelAll twenty-eight head-to-head pages and the full employee onboarding standing

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.