Zero of fourteen models named Survicate first on the direct prompt; zero named Zonka Feedback. Survicate was named by thirteen of the fourteen models and Zonka Feedback by ten and Survicate carries 25 labels and Zonka Feedback 24, 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.
Across every category in the November 2026 Edition, Survicate and Zonka Feedback were named in the same answer nineteen times, of the 71 answers naming Survicate and the 46 naming Zonka Feedback. In those answers Zonka Feedback took the first choice two times and Survicate zero.
| 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. Three of four in this category shown.
“Zonka Feedback or CustomerGauge (if B2B) are strong mid-market picks” DeepSeek V4 Flash · scale prompt · first choice
“Zonka Feedback is a strong fit for mid-market teams that want survey collection and AI feedback analysis in one platform.” Claude Haiku 4.5 · direct prompt · alternative
“Best dedicated B2B program: CustomerGauge or Zonka Feedback if you need Salesforce/HubSpot-native triggers” Muse Glimmer 30B · 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.