Four of twelve models named CustomerGauge first on the direct prompt; zero named AskNicely. CustomerGauge was named by nine of the twelve models and AskNicely by eleven and CustomerGauge carries 12 labels and AskNicely 20, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category 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 customer feedback and 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 NPS and customer experience survey tools for mid-sized B2B companies include CustomerGauge, Qualtrics XM, Medallia, SAS Customer Experience, and GetFeedback.” Llama 4 Maverick · paraphrase prompt · first choice
“the strongest all-around choice is CustomerGauge if your priority is account-level feedback tied to revenue, churn reduction, and expansion” Perplexity Sonar · direct prompt · first choice
“I'd recommend CustomerGauge if your priority is account-level NPS and tying feedback to revenue, churn risk, and customer success actions” Perplexity Sonar · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid for low budgets: ... AskNicely \u2014 all skew enterprise-priced.” DeepSeek V4 Flash · budget prompt · hard negative
“Best balance for most mid-sized B2B teams: AskNicely” GPT-5.4 mini · paraphrase prompt · first choice
“I'd suggest starting with AskNicely or Delighted” MiniMax M2.5 · paraphrase prompt · first choice
“if your company is more service-led and you care most about frontline coaching” Perplexity Sonar · paraphrase prompt · alternative
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.