One of twelve models named SurveySparrow first on the direct prompt; zero named AskNicely. SurveySparrow was named by eleven of the twelve models and AskNicely by eleven and SurveySparrow carries 32 labels and AskNicely 20, so the shares are not directly comparable.
Named in one category 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.
Across every category in the September 2026 Edition, SurveySparrow and AskNicely were named in the same answer fourteen times, of the 58 answers naming SurveySparrow and the 37 naming AskNicely. In those answers AskNicely took the first choice one time and SurveySparrow two.
| 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. Five of six in this category shown.
“it feels more like a broader survey platform than a dedicated CX operating system” GPT-5.4 mini · paraphrase prompt · soft negative
“complaints about pricing at higher tiers” Qwen 3.7 Flash · negative prompt · soft negative
“SurveySparrow generally offers the strongest combination of affordable pricing, CX-specific features, and scalability.” Qwen 3.7 Flash · budget prompt · first choice
“The best customer feedback and survey platform for a mid-market B2B company is SurveySparrow, Survicate, or QuestionPro” Llama 4 Maverick · direct prompt · first choice
“If you can spend ~$20/month: SurveySparrow is the best value” DeepSeek V4 Flash · budget 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.