One of fourteen models named Acast first on the direct prompt; zero named Spotify Ad Studio. Acast was named by fourteen of the fourteen models and Spotify Ad Studio by eight and Acast carries 35 labels and Spotify Ad Studio 10, 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 audio and podcast advertising page.
Across every category in the October 2026 Edition, Acast and Spotify Ad Studio were named in the same answer fourteen times, of the 89 answers naming Acast and the 39 naming Spotify Ad Studio. In those answers Spotify Ad Studio took the first choice four times and Acast four.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Spotify, Pandora, Amazon Music, and similar major platforms are not "avoid" platforms by default; they are widely used, but they still have limitations in measurement, targeting, and addressability” Perplexity Sonar · negative prompt · soft negative
“Spotify says Spotify Ad Analytics is not integrated with Spotify Ad Studio. That makes Ad Studio worth checking carefully” GPT-6 Luna · negative prompt · soft negative
“the "best" audio advertising platform is not a consumer-facing giant like Spotify or Pandora directly” Gemini 3.5 Flash · direct prompt · soft negative
“Start with Spotify Ad Studio for streaming audio + podcast reach, test creative and audience with the $250 minimum” Muse Glimmer 30B · paraphrase prompt · first choice
“If you want a simpler, more budget-friendly place to start, I'd recommend Spotify Ad Studio for self-serve buying.” GPT-5.4 mini · paraphrase prompt · alternative
“Best for Brand Awareness with Younger Professionals ... Limitation: Only reaches Spotify listeners (closed ecosystem)” Kimi K2 · direct 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.