Two of fourteen models named SparkToro first on the direct prompt; three named 6sense. SparkToro was named by thirteen of the fourteen models and 6sense by eight and SparkToro carries 33 labels and 6sense 12, so the shares are not directly comparable.
Named in three categories this edition.
Named in twenty-eight 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 audience and consumer insights platforms 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 4.20 | ||||||
| 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.
“a combination of SparkToro (for ongoing content/channel insights) paired with Wynter (for messaging validation) offers the highest ROI-to-cost ratio” Gemini 3.5 Flash · paraphrase prompt · first choice
“SparkToro is my top recommendation for a mid-sized B2B company looking for a consumer insights and audience research tool.” Grok 4.20 · paraphrase prompt · first choice
“consider platforms with lower negative ratings and more transparent data sources, such as SparkToro or Delve AI” Mistral Small · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“the best choice is usually 6sense if your main goal is account-based audience insights tied to pipeline and revenue” GPT-5.4 mini · direct 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.