Rippling vs Zoho People
Seven of fourteen models named Rippling first on the direct prompt; zero named Zoho People. Rippling was named by fourteen of the fourteen models and Zoho People by eleven and Rippling carries 48 labels and Zoho People 11, so the shares are not directly comparable.
Named in twenty-nine categories this edition.
Named in sixteen 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 employee onboarding page.
By framing
RipplingFirst choices, of fourteen 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 | | | ||||
| GPT-6 Luna | | | | | ||
| Muse Glimmer 30B | |
Rippling Zoho People first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling on the left and Zoho People on the right.The direct prompt
Rippling first, Zoho People not the choice
7 of 14 modelsZoho People was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
Rippling8%#3 of 9Zoho People5%#4 of 9Rippling25%#1 of 12Zoho People15%#3 of 12What the models said about Rippling
No label in this category carried a quote.
What the models said about Zoho People
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Zoho People is widely considered the most affordable option.... Choose Zoho People if you want to cut costs while retaining advanced automation features.” Qwen 3.7 Flash · 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.