PEO providers · November 2026 Edition
Rippling vs Paychex PEO
Two of fourteen models named Rippling first on the direct prompt; one named Paychex PEO. Both were named by all fourteen models and Rippling carries 39 labels and Paychex PEO 36, so the shares are not directly comparable.
Named in thirty-three categories this edition.
Named in one category this edition.
First-choice share11%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%11%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 7; printed, not drawn.
Labels3936A 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.TriNet was named alongside these two in fourteen of the fourteen direct answers. ADP TotalSource vs Rippling · ADP TotalSource vs Paychex PEO · Justworks vs Rippling
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 PEO providers 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 modelsPaychex PEO
Direct21
Paraphrase20
Comparative10
Budget-constrained101 against Rippling · 2 against Paychex PEO
Scale-constrained00
Negative101 against Rippling · 2 against Paychex PEO
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 Rippling and Paychex PEO 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 | | | | |
Rippling Paychex PEO first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling on the left and Paychex PEO on the right.The direct prompt
The plain question, one answer per model, grouped by where Rippling and Paychex PEO stood in it.
Rippling first, Paychex PEO an alternative
2 of 14 modelsPaychex PEO was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashRippling alternatives: ADP TotalSource, Insperity, TriNet
Llama 4 MaverickRippling alternatives: ADP TotalSource, Paychex PEO, TriNet
Paychex PEO first, Rippling not the choice
1 of 14 modelsRippling was named in the answer but not as the choice, or not at all.Muse Glimmer 30BADP TotalSource, Paychex PEO alternatives: Insperity, TriNet
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.Perplexity SonarADP TotalSource alternatives: Deel PEO, Rippling, TriNet
Grok 4.20Justworks alternatives: ADP TotalSource, Rippling, TriNet
Mistral SmallADP TotalSource, TriNet alternatives: Insperity, Rippling
DeepSeek V4 FlashADP TotalSource alternatives: Insperity, Rippling, TriNet
Qwen 3.7 FlashADP TotalSource alternatives: Insperity, Rippling, TriNet
Kimi K2ADP TotalSource alternatives: Insperity, Paychex PEO, Rippling, TriNet
GLM 4.7 FlashXADP TotalSource alternatives: Paychex PEO, Rippling, TriNet
MiniMax M2.5ADP TotalSource alternatives: Insperity, Paychex PEO, Rippling, TriNet
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5ADP TotalSource alternatives: Engage PEO, Insperity, TriNet
GPT-5.4 miniADP TotalSource alternatives: Justworks, TriNet
GPT-6 LunaADP TotalSource alternatives: Insperity, TriNet
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
Rippling leads by nine points.
Rippling9%#2 of 7Paychex PEO0%#6 of 7Mid-marketThe figures above
Enterprise
What the models said about Rippling
No label in this category carried a quote.
What the models said about Paychex PEO
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Many others (e.g., TriNet, ADP TotalSource, Insperity, Paychex) require custom quotes” Grok 4.20 · budget prompt · soft negative
“quote by % of payroll or custom pricing and typically start at 2-6% of payroll” Muse Glimmer 30B · budget prompt · soft negative
“Paychex: 5.2/10 ... worth extra due diligence” Kimi K2 · negative prompt · soft negative
“ADP TotalSource and Paychex PEO are the most commonly recommended mainstream picks” Muse Glimmer 30B · direct prompt · first choice
“Worth comparing if you want a customizable PEO or may need broader payroll options, though pricing generally requires a quote.” Perplexity Sonar · budget prompt · alternative
“Customizable services, remote compliance across all 50 states, lower-cost coverage | Midsize businesses” Kimi K2 · direct prompt · alternative
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.