Zero of twelve models named FeedbackPulse first on the direct prompt; zero named 15Five. FeedbackPulse was named by eleven of the twelve models and 15Five by twelve and FeedbackPulse carries 14 labels and 15Five 37, so the shares are not directly comparable.
Named in three categories this edition.
Named in eleven 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 employee engagement surveys 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. Three of three in this category shown.
“the best overall pick in the results is FeedbackPulse if you want the strongest balance of affordability and useful engagement features” Perplexity Sonar · budget prompt · first choice
“The best employee engagement survey platform for a company with a limited budget is FeedbackPulse or Workleap for teams under 50 employees” Llama 4 Maverick · budget prompt · first choice
“Workleap (Officevibe) or FeedbackPulse are generally recommended over enterprise giants like Qualtrics” Qwen 3.7 Flash · budget prompt · first choice
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.