Zero of fourteen models named BambooHR first on the direct prompt; zero named Leapsome. BambooHR was named by twelve of the fourteen models and Leapsome by ten and BambooHR carries 31 labels and Leapsome 15, so the shares are not directly comparable.
Named in twenty-five categories this edition.
Named in seventeen 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 people analytics page.
Across every category in the November 2026 Edition, BambooHR and Leapsome were named in the same answer 124 times, of the 1234 answers naming BambooHR and the 411 naming Leapsome. In those answers Leapsome took the first choice sixteen times and BambooHR seventeen.
| 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 |
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 or Zoho People gives you analytics inside your HRIS for ~$10/emp/mo or ~$1.25/emp/mo with no extra integration” Muse Glimmer 30B · budget 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.
“Start with Leapsome ($3/user/month) if you want a complete HR platform with analytics” GLM 4.7 FlashX · 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.