HiBob vs Small Improvements
One of twelve models named HiBob first on the direct prompt; zero named Small Improvements. HiBob was named by eleven of the twelve models and Small Improvements by ten and HiBob carries 23 labels and Small Improvements 11, so the shares are not directly comparable.
Named in sixteen categories this edition.
Named in two 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 performance management page.
By framing
HiBobFirst choices, of twelve modelsSmall Improvements
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 | |
HiBob Small Improvements first choice named as an alternative argued againstblank: not namedEach cell is one answer, HiBob on the left and Small Improvements on the right.The direct prompt
HiBob first, Small Improvements not the choice
1 of 12 modelsSmall Improvements 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
5 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
Small Improvements6%#7 of 10HiBob—not namedHiBob7%#4 of 14Small Improvements7%#5 of 14HiBob0%#– of 9Small Improvements0%#– of 9What 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.
“Best for mid-sized teams running structured reviews... a smart, modern choice if you want to level up reviews without adding another separate tool” Claude Haiku 4.5 · paraphrase prompt · first choice
What the models said about Small Improvements
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Cheapest credible option (but has seat minimums)” Kimi K2 · budget prompt · soft negative
“The best performance management software for a company with a limited budget is Small Improvements, which is the cheapest credible performance appraisal software” Llama 4 Maverick · budget prompt · first choice
“Often cited as the best value for money, Small Improvements strikes a balance between robust features and affordability.” Qwen 3.7 Flash · budget prompt · first choice
“Often cited as the cheapest credible option at $3/user/month, making it ideal for small businesses” Mistral Small · 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.