Eight of fourteen models named StackAdapt first on the direct prompt; one named Acast. StackAdapt was named by eleven of the fourteen models and Acast by fourteen and StackAdapt carries 19 labels and Acast 35, so the shares are not directly comparable.
Named in eight categories 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 audio and podcast advertising 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.
No label in this category carried a quote.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid Acast self-serve under $5K budget — you'll get run-of-network junk.” DeepSeek V4 Flash · negative prompt · hard negative
“Acast's managed campaigns require significant budgets, typically starting at $10,000 to $15,000” Mistral Small · negative prompt · soft negative
“Drawbacks: Smaller scale compared to Spotify; higher pricing for premium inventory.” Muse Glimmer 30B · negative prompt · soft negative
“Acast: The Open Ecosystem Leader ... Best For: Global programmatic scale, cross-app reach, and multi-tier budgets.” Gemini 3.5 Flash · comparative prompt · first choice
“Acast offers the widest reach in a single buy with in-file delivery across 140,000 shows on every major app” Claude Haiku 4.5 · comparative prompt · first choice
“Strongest for broad reach across 140,000+ independent shows; ads stitched directly into episode files via DAI” 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.