Rippling vs ADP Workforce Now
Ten of fourteen models named Rippling first on the direct prompt; three named ADP Workforce Now. Rippling was named by fourteen of the fourteen models and ADP Workforce Now by twelve and Rippling carries 49 labels and ADP Workforce Now 23, so the shares are not directly comparable.
Named in thirty-three categories this edition.
Named in nineteen categories this edition.
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
RipplingFirst choices, of fourteen modelsADP Workforce Now
Across every category in the November 2026 Edition, Rippling and ADP Workforce Now were named in the same answer 308 times, of the 1650 answers naming Rippling and the 559 naming ADP Workforce Now. In those answers ADP Workforce Now took the first choice thirty-six times and Rippling seventy.
Every model, every framing
| 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 ADP Workforce Now first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling on the left and ADP Workforce Now on the right.The direct prompt
Both were the first choice
2 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Rippling first, ADP Workforce Now an alternative
8 of 14 modelsADP Workforce Now was named in the answer but not as the choice, or not at all.ADP Workforce Now first, Rippling not the choice
1 of 14 modelsRippling was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.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
Rippling2%#4 of 13ADP Workforce Now0%#– of 13Rippling29%#1 of 18ADP Workforce Now10%#3 of 18ADP Workforce Now26%#2 of 15Rippling2%#8 of 15What the models said about Rippling
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Rippling for very small businesses: It can be excessive and expensive for companies with fewer than roughly 100 employees” Perplexity Sonar · negative prompt · soft negative
“Rippling is particularly strong for finance and HR teams at mid-market companies managing payroll across multiple entities, states, or countries from a single platform.” Claude Haiku 4.5 · direct prompt · first choice
What the models said about ADP Workforce Now
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“ADP Workforce Now is the default choice for mid-market payroll because it is the safest choice” Claude Haiku 4.5 · direct prompt · first choice
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.