Rippling vs ADP Workforce Now
Eight of twelve models named Rippling first on the direct prompt; one named ADP Workforce Now. Rippling was named by twelve of the twelve models and ADP Workforce Now by ten and Rippling carries 44 labels and ADP Workforce Now 18, so the shares are not directly comparable.
Named in twenty-eight categories this edition.
Named in seventeen categories this edition.
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 payroll software page.
By framing
RipplingFirst choices, of twelve modelsADP Workforce Now
Across every category in the September 2026 Edition, Rippling and ADP Workforce Now were named in the same answer 222 times, of the 1168 answers naming Rippling and the 369 naming ADP Workforce Now. In those answers ADP Workforce Now took the first choice twenty-three times and Rippling fifty.
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 4.1 Fast | | | | | | |
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | |
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
Rippling first, ADP Workforce Now an alternative
8 of 12 modelsADP Workforce Now was named in the answer but not as the choice, or not at all.ADP Workforce Now first, Rippling an alternative
1 of 12 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 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 12 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
Rippling5%#3 of 10ADP Workforce Now—not namedRippling28%#1 of 13ADP Workforce Now4%#7 of 13ADP Workforce Now18%#2 of 13Rippling14%#3 of 13What the models said about Rippling
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Experts warn against using Rippling if you have fewer than 100 employees, as it is considered overkill and can be very costly for smaller businesses.” Mistral Small · negative prompt · soft negative
What the models said about ADP Workforce Now
No label in this category carried a quote.
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.