HiBob vs Personio
Four of fourteen models named HiBob first on the direct prompt; one named Personio. HiBob was named by thirteen of the fourteen models and Personio by seven and HiBob carries 26 labels and Personio 14, so the shares are not directly comparable.
Named in twenty-four categories this edition.
Named in fourteen 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 employee onboarding page.
By framing
HiBobFirst choices, of fourteen modelsPersonio
Across every category in the October 2026 Edition, HiBob and Personio were named in the same answer thirty-nine times, of the 346 answers naming HiBob and the 111 naming Personio. In those answers Personio took the first choice five times and HiBob one.
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 Personio first choice named as an alternative argued againstblank: not namedEach cell is one answer, HiBob on the left and Personio on the right.The direct prompt
HiBob first, Personio not the choice
4 of 14 modelsPersonio was named in the answer but not as the choice, or not at all.Personio first, HiBob an alternative
1 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
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.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
HiBob11%#4 of 12Personio5%#5 of 12HiBob0%#– of 11Personio0%#– of 11What the models said about HiBob
No label in this category carried a quote.
What the models said about Personio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“For most mid-sized B2B companies, Personio or HiBob are excellent choices due to their balance of functionality, ease of use, and scalability.” Mistral Small · paraphrase prompt · first choice
“I would recommend Personio as a top choice for new hire onboarding platform” MiniMax M2.5 · paraphrase 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.