Three of twelve models named BambooHR first on the direct prompt; zero named Zoho People. BambooHR was named by twelve of the twelve models and Zoho People by eleven and BambooHR carries 54 labels and Zoho People 11, so the shares are not directly comparable.
Named in twenty-four 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 employee onboarding page.
Across every category in the September 2026 Edition, BambooHR and Zoho People were named in the same answer 128 times, of the 1110 answers naming BambooHR and the 221 naming Zoho People. In those answers Zoho People took the first choice twenty-eight times and BambooHR thirty-two.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“BambooHR — Well-regarded for mid-sized organizations focusing on employee experience. Good HR platform with solid onboarding workflows.” MiniMax M2.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For the tightest budget, Zoho People offers the best value with core features at the lowest per-user price.” 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.