accepted challengerNamed in eleven categories this edition.
accepted challengerNamed in twenty-four categories this edition.
First-choice share8%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 11; printed, not drawn.
Labels1131A count; the two differ.
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 HR compliance and policy management page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
HomebaseFirst choices, of twelve modelsBambooHR
Direct001 against BambooHR
Paraphrase01
Comparative00
Budget-constrained401 against BambooHR
Scale-constrained001 against BambooHR
Negative01
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where Homebase and BambooHR stood in it.
Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Rippling alternatives: ADP Workforce Now, BambooHR, Paylocity
Perplexity SonarRippling alternatives: BambooHR, Mitratech Mineral, Paycor, Paylocity
xAIGrok 4.1 FastRippling alternatives: ADP Workforce Now, BambooHR, Gusto, Paylocity
Qwen 3.7 FlashPaycor alternatives: ADP Workforce Now, BambooHR, Paylocity, Rippling
Z.AIGLM 4.7 FlashXRippling alternatives: BambooHR, Deel, Gusto, Namely, Paycor, Personio
Neither was named
7 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniRippling alternatives: ADP SmartCompliance, Mitratech Mineral, SixFifty
Gemini 3.5 FlashRippling alternatives: ADP Workforce Now, Deel, Paylocity, SixFifty
Mistral SmallPaylocity alternatives: ADP Workforce Now, Rippling
DeepSeek V4 FlashRippling alternatives: Deel, Paylocity, TriNet
Llama 4 MaverickADP Workforce Now, Paylocity
Kimi K2HiBob, Rippling alternatives: Namely
MiniMax M2.5Paylocity alternatives: Mitratech Mineral, Rippling
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.
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.