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Payroll software · October 2026 Edition

Rippling vs Gusto

Seven of fourteen models named Rippling first on the direct prompt; zero named Gusto. Rippling was named by thirteen of the fourteen models and Gusto by fourteen and Rippling carries 43 labels and Gusto 49, so the shares are not directly comparable.

Rippling

accepted challenger

Named in twenty-nine categories this edition.

Gusto

criticized challenger

Named in twenty-four categories this edition.

First-choice share20%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%27%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 14; printed, not drawn.
Labels4349A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Rippling reading right to left. Rank and label count are printed, not drawn.Paylocity was named alongside these two in eleven of the fourteen direct answers. Rippling vs ADP Workforce Now · Rippling vs Patriot Payroll · Rippling vs ADP

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 payroll software page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
RipplingFirst choices, of fourteen modelsGusto
Direct701 against Gusto
Paraphrase322 against Gusto
Comparative111
Budget-constrained011 against Gusto
Scale-constrained102 against Gusto
Negative002 against Rippling · 7 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.

Across every category in the October 2026 Edition, Rippling and Gusto were named in the same answer 512 times, of the 1329 answers naming Rippling and the 926 naming Gusto. In those answers Gusto took the first choice 147 times and Rippling fifty-nine.

Every model, every framing

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

The direct prompt

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

Rippling first, Gusto an alternative

7 of 14 modelsGusto was named in the answer but not as the choice, or not at all.
GPT-5.4 miniRippling alternatives: ADP Workforce Now, Deel, Paylocity
Gemini 3.5 FlashRippling alternatives: ADP Workforce Now, Paycom, Paylocity
Perplexity SonarRippling alternatives: ADP Workforce Now, Paycom, Paylocity
Grok 4.1 FastRippling alternatives: ADP Workforce Now, Deel, Gusto, Paychex Flex, Paycom, Paycor, Paylocity
Mistral SmallADP, Rippling alternatives: Keka, Paylocity
DeepSeek V4 FlashADP Workforce Now, Rippling alternatives: Dayforce, Paycom, Paylocity
Kimi K2Rippling alternatives: ADP Workforce Now, Paycom, Paylocity

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Paycom alternatives: ADP, Deel, G-P, Namely, Paylocity, Rippling
Qwen 3.7 FlashADP Workforce Now alternatives: Dayforce, Gusto, Paycom
GLM 4.7 FlashXADP alternatives: Dayforce, Gusto, Paycom, Paycor, Paylocity, Rippling
GPT-6 LunaPaylocity alternatives: ADP Workforce Now, Rippling, UKG Ready

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Llama 4 Maverickno first choice
MiniMax M2.5ADP Workforce Now, Paycom, Paycor alternatives: QuickBooks Payroll
Muse Glimmer 30Bno first choice alternatives: ADP Workforce Now, Namely, Paychex Flex, Paycor, Paylocity

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 forty-seven points.
Gusto49%#1 of 11
Rippling2%#5 of 11
The full small business standing →
Mid-marketThe figures above
The order flips: Rippling leads at mid-market.
Rippling20%#1 of 14
Gusto6%#6 of 14
The full mid-market standing →
Enterprise
Rippling leads by five points.
Rippling5%#6 of 14
Gusto0%#14 of 14
The full enterprise standing →

What the models said about Rippling

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.

“Small US business with <500 employees, no HR department: Start with Gusto for simplicity and transparency.” GLM 4.7 FlashX · comparative prompt · first choice
Also compared
Rippling vs ADP Workforce NowRippling vs Patriot PayrollRippling vs ADPRippling vs PaycomRippling vs PaylocityRippling vs Paychex FlexADP Workforce Now vs GustoPatriot Payroll vs GustoADP vs GustoPaycom vs GustoGusto vs PaylocityGusto vs Paychex FlexAll twenty-eight head-to-head pages and the full payroll software 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.