Two of fourteen models named Spotify Ads Manager first on the direct prompt; zero named Libsyn Ads. Spotify Ads Manager was named by fourteen of the fourteen models and Libsyn Ads by eleven and Spotify Ads Manager carries 26 labels and Libsyn Ads 22, 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, Spotify Ads Manager and Libsyn Ads were named in the same answer thirteen times, of the 90 answers naming Spotify Ads Manager and the 39 naming Libsyn Ads. In those answers Libsyn Ads took the first choice two times and Spotify Ads Manager eight.
| 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. Five of six in this category shown.
“Drawbacks: Limited to specific genres and audiences; low scalability for general consumer brands.” Muse Glimmer 30B · negative prompt · soft negative
“Cheaper CPM (~$12-26), but bigger min.” Grok 4.1 Fast · budget prompt · soft negative
“For better alternatives, consider platforms like Podbean or Libsyn Ads, which tend to offer more favorable terms for creators.” Claude Haiku 4.5 · negative prompt · first choice
“Libsyn Ads (70/30 split, $24-26 CPM, transparent) | Published rates, IAB-aligned, established track record” DeepSeek V4 Flash · negative prompt · first choice
“Safer alternatives: Libsyn Ads (transparent 70/30 splits for mid-tier shows)” Grok 4.1 Fast · negative 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.