Two of fourteen models named Spotify Ads Manager first on the direct prompt; zero named Spotify Ad Studio. Spotify Ads Manager was named by fourteen of the fourteen models and Spotify Ad Studio by eight and Spotify Ads Manager carries 26 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.
| 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. Five of six in this category shown.
“Avoid: Self-Serve Audio Ads on General Streaming Platforms (e.g., Spotify Ads Manager) *for Direct-Response / ROI Campaigns*” Gemini 3.5 Flash · negative prompt · hard negative
“Spotify Ads Manager for native audio formats, though it typically requires larger budgets for effective campaigns” Claude Haiku 4.5 · budget prompt · soft negative
“AudioGo and Spotify Ads Manager stand out as the top audio advertising platforms for companies with limited budgets.” Grok 4.1 Fast · budget prompt · first choice
“Spotify Ads Manager and AudioGo stand out as the most accessible and budget-friendly choices.” Mistral Small · budget prompt · first choice
“My default pick: Spotify Ads Manager for a first audio-ad pilot at a mid-market B2B company.” GPT-6 Luna · direct 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.