Four of twelve models named CustomerGauge first on the direct prompt; one named SurveyMonkey. CustomerGauge was named by nine of the twelve models and SurveyMonkey by twelve and CustomerGauge carries 12 labels and SurveyMonkey 49, so the shares are not directly comparable.
Named in four categories this edition.
San Mateo, Canada, founded 1999. Named in two 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 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. Six of eight in this category shown.
“Pricing complaints: Forced annual subscriptions, unclear pricing structure... Some reviewers call it a "scam"” MiniMax M2.5 · negative prompt · hard negative
“avoid Qualtrics and Medallia (too expensive), SurveyMonkey (too pricey)” GLM 4.7 FlashX · negative prompt · hard negative
“Platforms with Significant Red Flags ... SurveyMonkey ... Aggressive paywalling” Kimi K2 · negative prompt · hard negative
“SurveyMonkey Enterprise / Alchemer — fastest rollout, familiar UI, lower cost, good for survey ops” DeepSeek V4 Flash · scale prompt · first choice
“Consistently recommended as the best balance of ease-of-use and functionality for mid-market teams” MiniMax M2.5 · direct prompt · first choice
“For small teams, SurveyMonkey or Typeform; enterprises, demo Qualtrics.” Grok 4.1 Fast · comparative prompt · first choice
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.