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Benefits administration · September 2026 Edition

Gusto vs Paycor

Zero of twelve models named Gusto first on the direct prompt; zero named Paycor. Both were named by all twelve models and Gusto carries 37 labels and Paycor 28, so the shares are not directly comparable.

Gusto

accepted challenger

Named in eighteen categories this edition.

Paycor

accepted challenger

Named in sixteen categories this edition.

First-choice share18%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate16%11%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#4#6A position in a field of 14; printed, not drawn.

Labels3728A count; the two differ.

The two percentage rows are drawn on one 0 to 100 track, Gusto reading right to left. Rank and label count are printed, not drawn.Rippling was named alongside these two in ten of the twelve direct answers. PlanSource vs Gusto · PlanSource vs Paycor · Employee Navigator vs Gusto

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 benefits administration page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.

GustoFirst choices, of twelve modelsPaycor

Direct001 against Gusto

Paraphrase01

Comparative201 against Paycor

Budget-constrained80

Scale-constrained00

Negative005 against Gusto · 2 against Paycor

Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Gusto and Paycor stood in it.

Model	Direct	Paraphrase	Comparative	Budget-constrained	Scale-constrained	Negative
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

Gusto

Paycor

first choice

named as an alternative

argued againstblank: not namedEach cell is one answer, Gusto on the left and Paycor on the right.

The direct prompt

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

Neither was the first choice, one was named

9 of 12 modelsThe answer put something else first and named one of the two as an alternative.

Claude Haiku 4.5no first choice alternatives: ADP Workforce Now, Namely, Paycor, Paylocity, PlanSource

Perplexity SonarPlanSource, Rippling alternatives: ADP Workforce Now, Employee Navigator, Paycor, Paylocity

Grok 4.1 FastADP Workforce Now alternatives: Paycor, Rippling

Mistral SmallRippling alternatives: ADP Workforce Now, Employee Navigator, Paycor, PlanSource

DeepSeek V4 FlashPlanSource alternatives: ADP Workforce Now, Employee Navigator, Paycor, Rippling

Llama 4 MaverickPlanSource alternatives: Employee Navigator, Paycor, Rippling

Qwen 3.7 FlashPlanSource alternatives: Employee Navigator, Namely, Paycor, Paylocity, UKG Pro

GLM 4.7 FlashXPlanSource alternatives: ADP Workforce Now, Benefitfocus, Businessolver, Ease, Employee Navigator, Paycor, Paylocity, Rippling, bswift

MiniMax M2.5Namely alternatives: ADP, Gusto, Justworks, Rippling, Workday HCM

Neither was named

3 of 12 modelsThe answer made no first choice from these two in this category.

GPT-5.4 miniRippling alternatives: ADP Workforce Now, Justworks, Paylocity

Gemini 3.5 FlashRippling alternatives: ADP Workforce Now, Employee Navigator, PlanSource

Kimi K2PlanSource alternatives: Employee Navigator, 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 sixty-eight points.

Gusto#1 of 13

Paycor#10 of 13

The full small business standing →

Mid-marketThe figures above

Gusto leads by sixteen points.

Gusto#4 of 14

Paycor#6 of 14

The full mid-market standing →

Enterprise

Level: the same share of first choices.

Gusto#15 of 15

Paycor#– of 15

The full enterprise standing →

What the models said about Gusto

No label in this category carried a quote.

What the models said about Paycor

No label in this category carried a quote.

Also compared

PlanSource vs Gusto PlanSource vs Paycor Employee Navigator vs Gusto Employee Navigator vs Paycor Rippling vs Gusto Rippling vs Paycor Gusto vs Ease Gusto vs ADP Workforce Now Gusto vs Benefitfocus Ease vs Paycor Paycor vs ADP Workforce Now Paycor vs Benefitfocus All twenty-eight head-to-head pages and the full benefits administration 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.