Planful vs HiBob
Two of twelve models named Planful first on the direct prompt; two named HiBob. Planful was named by ten of the twelve models and HiBob by nine and Planful carries 23 labels and HiBob 14, so the shares are not directly comparable.
Named in one category 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 workforce planning page.
By framing
PlanfulFirst choices, of twelve modelsHiBob
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 | |
Planful HiBob first choice named as an alternative argued againstblank: not namedEach cell is one answer, Planful on the left and HiBob on the right.The direct prompt
Planful first, HiBob not the choice
2 of 12 modelsHiBob was named in the answer but not as the choice, or not at all.HiBob first, Planful an alternative
2 of 12 modelsPlanful was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 12 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
Planful0%#– of 12HiBob0%#– of 12What the models said about Planful
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Planful/PlanGuru — but these are usually more expensive” GPT-5.4 mini · budget prompt · soft negative
“Planful often being the better fit if you want a more approachable mid-market FP&A tool that includes workforce planning” GPT-5.4 mini · paraphrase prompt · first choice
“I'd recommend starting with Planful if you have 200+ employees and want strong finance integration” MiniMax M2.5 · paraphrase prompt · first choice
“Best Overall for Finance & HR Collaboration: Planful” Qwen 3.7 Flash · direct prompt · first choice
What the models said about HiBob
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Easy to use and intuitive, but customization limits and reporting depth are common complaints.” GLM 4.7 FlashX · negative prompt · soft 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.