Rippling vs Paylocity
Ten of fourteen models named Rippling first on the direct prompt; one named Paylocity. Rippling was named by fourteen of the fourteen models and Paylocity by thirteen and Rippling carries 49 labels and Paylocity 32, 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 modelsPaylocity
Across every category in the November 2026 Edition, Rippling and Paylocity were named in the same answer 193 times, of the 1650 answers naming Rippling and the 279 naming Paylocity. In those answers Paylocity took the first choice six 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 4.20 | | | | | ||
| 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 Paylocity first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling on the left and Paylocity on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Rippling first, Paylocity an alternative
9 of 14 modelsPaylocity was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 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 13Paylocity2%#– of 13Rippling29%#1 of 18Paylocity8%#4 of 18What 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 Paylocity
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“AVOID Paylocity at all costs" describes a mid-sized company transition ... "nothing short of disastrous.” Muse Glimmer 30B · negative prompt · hard negative
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.