Zero of fourteen models named ChatGPT first on the direct prompt; zero named Ask BambooHR. ChatGPT was named by twelve of the fourteen models and Ask BambooHR by twelve and ChatGPT carries 17 labels and Ask BambooHR 21, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category 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 HR AI assistants page.
Across every category in the November 2026 Edition, ChatGPT and Ask BambooHR were named in the same answer twenty-one times, of the 68 answers naming ChatGPT and the 64 naming Ask BambooHR. In those answers Ask BambooHR took the first choice four times and ChatGPT eight.
| Model | DirectCH | ParaphraseCH | ComparativeCH | Budget-constrainedCH | Scale-constrainedCH | NegativeCH |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | CH | CH | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | CH | |||||
| Perplexity Sonar | CH | CH | CH | |||
| Grok 4.20 | CH | CH | ||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | CH | |||||
| Llama 4 Maverick | CH | |||||
| Qwen 3.7 Flash | CH | |||||
| Kimi K2 | CH | |||||
| GLM 4.7 FlashX | CH | |||||
| MiniMax M2.5 | CH | |||||
| GPT-6 Luna | CH | |||||
| Muse Glimmer 30B | CH |
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. Four of five in this category shown.
“Consumer-grade ChatGPT, Gemini, Claude, or similar accounts for employee records. Avoid entering salaries, health information, union activity, disciplinary details” Perplexity Sonar · negative prompt · hard negative
“The best value combination for very tight budgets would be ChatGPT/Claude (free) combined with Zoho People ($4/user)” MiniMax M2.5 · budget prompt · first choice
“ChatGPT (free forever) is the best free AI software for HR professionals in 2026, most versatile for general HR tasks.” Claude Haiku 4.5 · budget prompt · first choice
“ChatGPT (with GPT-4o mini or similar) or Claude (free tier) is the best option for most HR teams on a limited budget.” Grok 4.20 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“starts at about $250 monthly for up to 25 employees, so it may be expensive for very small teams” Perplexity Sonar · budget prompt · soft negative
“If you're locked into another system (e.g., Workday or BambooHR), the AI shines less.” Grok 4.20 · direct prompt · soft negative
“Matram and BambooHR are the best options due to their flat-rate pricing and robust features tailored for HR tasks” Mistral Small · budget prompt · first choice
“Best budget-friendly starting point: BambooHR” GPT-5.4 mini · budget prompt · first choice
“Small or midsize business: an assistant built into the existing HRIS, such as Ask BambooHR, is usually simpler” Perplexity Sonar · comparative prompt · alternative
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.