One of fourteen models named Visier first on the direct prompt; zero named BambooHR. Visier was named by fourteen of the fourteen models and BambooHR by twelve and Visier carries 47 labels and BambooHR 31, so the shares are not directly comparable.
Named in seven 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.
| 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. Six of seven in this category shown.
“Options to Avoid on a Tight Budget - Visier and Crunchr (enterprise tier)” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid Visier, Workday, or other enterprise platforms” Perplexity Sonar · budget prompt · hard negative
“Enterprise platforms like Visier, One Model, or Workday Peakon often cost tens of thousands of dollars annually and require dedicated data teams.” Gemini 3.5 Flash · budget prompt · soft negative
“Visier offers dedicated people analytics with custom quotes and provides predictive models and an AI assistant for enterprise people analytics functions” Claude Haiku 4.5 · comparative prompt · first choice
“Widely recognized as the market leader in pure-play people analytics, designed specifically for large-scale enterprise environments.” Muse Glimmer 30B · comparative prompt · first choice
“Choose Visier or ChartHop if you have a mature HR function, multiple HR systems, and want to minimize data cleaning effort” Qwen 3.7 Flash · comparative 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.