Three of fourteen models named Alchemer first on the direct prompt; zero named AskNicely. Alchemer was named by nine of the fourteen models and AskNicely by eight and Alchemer carries 15 labels and AskNicely 12, 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 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 4.1 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 |
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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“AskNicely – if you want something simpler with strong B2B fundamentals” MiniMax M2.5 · paraphrase prompt · first choice
“My default pick would be AskNicely for a mid-sized B2B company” GPT-6 Luna · paraphrase prompt · first choice
“AskNicely if your main goal is to run simple, action-oriented NPS with less complexity” 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.