One of twelve models named BambooHR first on the direct prompt; zero named Paycor. BambooHR was named by twelve of the twelve models and Paycor by ten and BambooHR carries 52 labels and Paycor 16, so the shares are not directly comparable.
Named in twenty-four categories this edition.
Named in sixteen 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 HRIS and HCM platforms 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 4.1 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.
“The Top Contender for Most Companies: BambooHR ... widely considered the "Gold Standard" for mid-market growth companies” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Multiple sources indicate significant concerns: Customer service issues: Described as "awful,"” Kimi K2 · negative prompt · hard negative
“Frequently called out in "crappy HRIS" discussions... "Paycor is absolute trash"” DeepSeek V4 Flash · negative prompt · hard negative
“Notorious for bad support (long waits, unhelpful reps), hidden fees/price hikes” Grok 4.1 Fast · negative prompt · hard negative
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.