Three of fourteen models named HiBob first on the direct prompt; zero named BambooHR. HiBob was named by thirteen of the fourteen models and BambooHR by twelve and HiBob carries 28 labels and BambooHR 31, so the shares are not directly comparable.
Named in twenty-two categories this edition.
Named in twenty-five 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, HiBob and BambooHR were named in the same answer 199 times, of the 375 answers naming HiBob and the 1234 naming BambooHR. In those answers BambooHR took the first choice forty-one times and HiBob ten.
| 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. Two of two in this category shown.
“HiBob is a modern HR platform built specifically for mid-sized organizations that offers the strongest overall blend of configurability, user experience, analytics depth” Claude Haiku 4.5 · paraphrase prompt · first choice
“HiBob and Crunchr are standout choices due to their strong analytics, scalability, and focus on mid-market needs.” Mistral Small · 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.
“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
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.