ADP Workforce Now vs Zoho People
Six of twelve models named ADP Workforce Now first on the direct prompt; zero named Zoho People. ADP Workforce Now was named by twelve of the twelve models and Zoho People by ten and ADP Workforce Now carries 31 labels and Zoho People 13, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in thirteen 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 workforce management suites page.
By framing
ADP Workforce NowFirst choices, of twelve modelsZoho People
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 | | | |
ADP Workforce Now Zoho People first choice named as an alternative argued againstblank: not namedEach cell is one answer, ADP Workforce Now on the left and Zoho People on the right.The direct prompt
ADP Workforce Now first, Zoho People not the choice
6 of 12 modelsZoho People was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
Zoho People10%#5 of 9ADP Workforce Now0%#– of 9ADP Workforce Now19%#1 of 16Zoho People11%#4 of 16ADP Workforce Now0%#10 of 11Zoho People0%#– of 11What the models said about ADP Workforce Now
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“For most mid-market B2B firms, ADP Workforce Now is often the safest choice because it minimizes risk through deep payroll integration.” Qwen 3.7 Flash · direct prompt · first choice
“Start with ADP Workforce Now if you want a reliable, payroll-integrated suite—it's the most frequently cited "go-to" for mid-market” Grok 4.1 Fast · direct prompt · first choice
What the models said about Zoho People
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Zoho People / BambooHR — lighter options if your needs are simpler” DeepSeek V4 Flash · scale prompt · soft negative
“The best workforce management software for a company with a limited budget is Zoho People, which starts at $1.50 per user per month.” Llama 4 Maverick · budget prompt · first choice
“start with Zoho People or When I Work. Zoho People offers the lowest cost per user with solid features” MiniMax M2.5 · budget 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.