Rippling vs ADP Workforce Now
Four of fourteen models named Rippling first on the direct prompt; one named ADP Workforce Now. Rippling was named by twelve of the fourteen models and ADP Workforce Now by nine and Rippling carries 26 labels and ADP Workforce Now 17, so the shares are not directly comparable.
Named in twenty-nine 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 leave and absence management page.
By framing
RipplingFirst choices, of fourteen modelsADP Workforce Now
Across every category in the October 2026 Edition, Rippling and ADP Workforce Now were named in the same answer 304 times, of the 1329 answers naming Rippling and the 616 naming ADP Workforce Now. In those answers ADP Workforce Now took the first choice forty-one times and Rippling sixty-five.
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 | | | ||||
| 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
Rippling first, ADP Workforce Now not the choice
4 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
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 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
Rippling0%#14 of 14ADP Workforce Now0%#– of 14Rippling11%#4 of 14ADP Workforce Now2%#8 of 14ADP Workforce Now4%#4 of 10Rippling2%#6 of 10What 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.
“If you want a single recommendation, Rippling is the best fit when your leave management needs must integrate tightly with broader workforce systems.” Perplexity Sonar · direct prompt · first choice
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.