Customer feedback and surveys · October 2026 Edition
SurveySparrow vs Alchemer
Zero of fourteen models named SurveySparrow first on the direct prompt; three named Alchemer. SurveySparrow was named by ten of the fourteen models and Alchemer by nine and SurveySparrow carries 19 labels and Alchemer 15, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share5%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 15; printed, not drawn.
Labels1915A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, SurveySparrow reading right to left. Rank and label count are printed, not drawn.CustomerGauge was named alongside these two in eleven of the fourteen direct answers. CustomerGauge vs SurveySparrow · CustomerGauge vs Alchemer · Google Forms vs SurveySparrow
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SurveySparrowFirst choices, of fourteen modelsAlchemer
Direct03
Paraphrase10
Comparative00
Budget-constrained20
Scale-constrained00
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where SurveySparrow and Alchemer stood in it.
| 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 | | | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | |
SurveySparrow Alchemer first choice named as an alternative argued againstblank: not namedEach cell is one answer, SurveySparrow on the left and Alchemer on the right.The direct prompt
The plain question, one answer per model, grouped by where SurveySparrow and Alchemer stood in it.
Alchemer first, SurveySparrow not the choice
3 of 14 modelsSurveySparrow was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashAlchemer alternatives: CustomerGauge, SurveyMonkey, Survicate
Kimi K2Alchemer, CustomerGauge alternatives: Retently, SurveyMonkey
GPT-6 LunaAlchemer alternatives: AskNicely, HubSpot Service Hub, SurveyMonkey
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Helply alternatives: Alchemer, Perspective AI, SurveySparrow, Survicate, Zonka Feedback
Perplexity SonarCustomerGauge alternatives: Alchemer, Chattermill, SurveySensum, Zonka Feedback
Grok 4.1 FastSurveyMonkey alternatives: Alchemer, Canny, Qualtrics CustomerXM, Refiner, Zonka Feedback
GLM 4.7 FlashXCustomerGauge alternatives: Alchemer, Chattermill, Zonka Feedback
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniQualtrics CustomerXM, Survicate alternatives: CustomerGauge
Gemini 3.5 FlashCustomerGauge, Survicate alternatives: AskNicely, Refiner
Mistral SmallPerspective AI alternatives: CustomerGauge, SurveyMonkey, Typeform
Llama 4 MaverickCustomerGauge alternatives: Qualtrics CustomerXM, SurveyMonkey, Zonka Feedback
Qwen 3.7 FlashCustomerGauge alternatives: GetFeedback, SurveyMonkey, Zonka Feedback
MiniMax M2.5SurveyMonkey, Typeform alternatives: CustomerGauge, Qualaroo, Zonka Feedback
Muse Glimmer 30BCustomerGauge alternatives: SurveyMonkey, Survicate, Zonka Feedback
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
SurveySparrow leads by nine points.
SurveySparrow9%#6 of 14Alchemer0%#– of 14Mid-marketThe figures above
Level: the same share of first choices.
SurveySparrow5%#6 of 15Alchemer5%#7 of 15Enterprise
The order flips: Alchemer leads at enterprise.
Alchemer2%#5 of 10SurveySparrow0%#– of 10What the models said about SurveySparrow
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Some options include Google Forms, Zoho Forms, and SurveySparrow's free plan.” Llama 4 Maverick · budget prompt · first choice
“I'd suggest starting with either SurveySparrow or Promoter.io” Claude Haiku 4.5 · paraphrase prompt · first choice
“Best value with feedback features: SurveySparrow” MiniMax M2.5 · budget prompt · first choice
What the models said about Alchemer
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend Alchemer as the best all-around choice — it hits the sweet spot of power and price” DeepSeek V4 Flash · direct prompt · first choice
“My default pick: Alchemer—for a mid-market B2B company that wants more than a basic survey tool” GPT-6 Luna · direct prompt · first choice
“Alchemer offers the best balance of capability and complexity.” Kimi K2 · direct prompt · first choice
Also compared
CustomerGauge vs SurveySparrowCustomerGauge vs AlchemerGoogle Forms vs SurveySparrowGoogle Forms vs AlchemerRetently vs SurveySparrowRetently vs AlchemerSurvicate vs SurveySparrowSurvicate vs AlchemerSurveyMonkey vs SurveySparrowSurveyMonkey vs AlchemerSurveySparrow vs AskNicelyAlchemer vs AskNicelyAll twenty-eight head-to-head pages and the full feedback standing
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.