Payroll software · November 2026 Edition
Paycom vs Gusto
Zero of fourteen models named Paycom first on the direct prompt; zero named Gusto. Paycom was named by nine of the fourteen models and Gusto by fourteen and Paycom carries 24 labels and Gusto 45, so the shares are not directly comparable.
Named in sixteen categories this edition.
Named in twenty-one categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%31%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 18; printed, not drawn.
Labels2445A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Paycom 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 Paycom · Rippling vs Gusto · Patriot Payroll vs Paycom
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.
PaycomFirst choices, of fourteen modelsGusto
Direct001 against Gusto
Paraphrase102 against Gusto
Comparative011
Budget-constrained013 against Gusto
Scale-constrained102 against Gusto
Negative023 against Paycom · 6 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 Paycom and Gusto 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 4.20 | | | | | | |
| 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 | | | |
Paycom Gusto first choice named as an alternative argued againstblank: not namedEach cell is one answer, Paycom on the left and Gusto on the right.The direct prompt
The plain question, one answer per model, grouped by where Paycom and Gusto stood in it.
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashRippling alternatives: ADP Workforce Now, Paycom, Paylocity
Perplexity SonarADP Workforce Now alternatives: Namely, Paycom, Paylocity
Grok 4.20Rippling alternatives: ADP Workforce Now, Gusto, Paylocity
Mistral SmallUKG Pro, Workday Mid-Market alternatives: Dayforce, Namely, Paycom, Rippling
DeepSeek V4 FlashRippling alternatives: ADP Workforce Now, Dayforce, Paycom
Qwen 3.7 FlashPaylocity, Rippling alternatives: Dayforce, Deel, Paycom
Kimi K2Paychex Flex, Rippling alternatives: ADP Workforce Now, Dayforce, Paycom
Muse Glimmer 30Bno first choice alternatives: ADP Workforce Now, Dayforce, Namely, Paycom, Paylocity, Rippling, UKG Pro, Workday
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5ADP Workforce Now, Rippling alternatives: Paychex Flex, Paylocity
GPT-5.4 miniADP Workforce Now, Rippling alternatives: Deel, Paychex Flex
Llama 4 MaverickNamely alternatives: OnPay, Paychex Flex, Paycor, QuickBooks Payroll
GLM 4.7 FlashXRippling alternatives: ADP Workforce Now, Dayforce, Paylocity, UKG Pro
MiniMax M2.5Rippling alternatives: ADP Workforce Now, Paylocity, Workday
GPT-6 LunaRippling alternatives: ADP Workforce Now, Paylocity, UKG Ready
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 fifty-eight points.
Gusto58%#1 of 13Paycom0%#– of 13Mid-marketThe figures above
The order flips: Paycom leads at mid-market.
Paycom4%#6 of 18Gusto2%#8 of 18Enterprise
What the models said about Paycom
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Paycom | Single-database architecture, employee-driven error prevention, strong mid-market fit” DeepSeek V4 Flash · scale prompt · first choice
“Paycom or ADP Workforce Now are the most commonly evaluated midmarket HCMs.” Muse Glimmer 30B · paraphrase prompt · first choice
“Want a dedicated, highly configurable US payroll with strong compliance and employee self-service: Paycom, ADP Workforce Now” Muse Glimmer 30B · direct prompt · alternative
What the models said about Gusto
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Complaints include unexpected fees, continuing memberships, and downtime where employees aren't paid” Claude Haiku 4.5 · negative prompt · hard negative
“Gusto leads on user experience and integrated benefits (health insurance, 401(k), workers' comp). Best if you want payroll and HR in one place.” Kimi K2 · comparative prompt · first choice
“Under 50 employees (US-based): Look into modern, full-service, transparently-priced platforms like Gusto, OnPay, or Patriot Payroll.” Gemini 3.5 Flash · negative prompt · first choice
“Choose Gusto if you have under 50 domestic US employees and want a modern, affordable, easy-to-use platform with solid basic HR.” Gemini 3.5 Flash · comparative prompt · first choice
Also compared
Rippling vs PaycomRippling vs GustoPatriot Payroll vs PaycomPatriot Payroll vs GustoADP Workforce Now vs PaycomADP Workforce Now vs GustoPaylocity vs PaycomPaylocity vs GustoPaychex Flex vs PaycomPaychex Flex vs GustoPaycom vs ADPADP vs GustoAll 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.