HiBob vs Paylocity
Three of fourteen models named HiBob first on the direct prompt; two named Paylocity. HiBob was named by thirteen of the fourteen models and Paylocity by thirteen and HiBob carries 34 labels and Paylocity 25, so the shares are not directly comparable.
Named in twenty-four categories this edition.
Named in twenty 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 HRIS and HCM platforms page.
By framing
HiBobFirst choices, of fourteen modelsPaylocity
Across every category in the October 2026 Edition, HiBob and Paylocity were named in the same answer fifty-seven times, of the 346 answers naming HiBob and the 282 naming Paylocity. In those answers Paylocity took the first choice two times and HiBob six.
Every model, every framing
| 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 | | | ||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | |
HiBob Paylocity first choice named as an alternative argued againstblank: not namedEach cell is one answer, HiBob on the left and Paylocity on the right.The direct prompt
HiBob first, Paylocity an alternative
3 of 14 modelsPaylocity was named in the answer but not as the choice, or not at all.Paylocity first, HiBob not the choice
2 of 14 modelsHiBob was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
HiBob0%#7 of 10Paylocity0%#– of 10What the models said about HiBob
No label in this category carried a quote.
What the models said about Paylocity
No label in this category carried a quote.
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.