Zero of fourteen models named Survicate first on the direct prompt; zero named AskNicely. Survicate was named by thirteen of the fourteen models and AskNicely by eleven and Survicate carries 25 labels and AskNicely 17, so the shares are not directly comparable.
Named in two 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 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 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 4.20 | ||||||
| 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 |
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 four in this category shown.
“For small to mid-market businesses, consider platforms like Survicate or SmartSurvey for a balance of features and value.” Mistral Small · negative prompt · first choice
“Excellent for targeted, in-app/web feedback with AI segmentation. Strong for product teams; integrates well with 100+ tools.” Grok 4.20 · scale prompt · first choice
“I'd usually recommend Survicate as the best overall starting point for NPS + customer experience surveys.” GPT-5.4 mini · 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.
“lower adoption and mixed reviews, with some users criticizing their features or support” Mistral Small · negative prompt · soft negative
“My default recommendation: AskNicely for a mid-sized B2B company” GPT-6 Luna · paraphrase prompt · first choice
“Specialized: Wootric (in Momentive) or AskNicely if your primary focus is real-time customer success and NPS” MiniMax M2.5 · scale prompt · alternative
“best if your business is very focused on real-time NPS automation and frontline/service workflows” GPT-5.4 mini · 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.