Audio and podcast advertising · November 2026 Edition
StackAdapt vs Spotify Ads Manager
Eight of fourteen models named StackAdapt first on the direct prompt; two named Spotify Ads Manager. StackAdapt was named by thirteen of the fourteen models and Spotify Ads Manager by fourteen and StackAdapt carries 28 labels and Spotify Ads Manager 58, so the shares are not directly comparable.
Named in seven categories this edition.
Named in one category this edition.
First-choice share24%20%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 11; printed, not drawn.
Labels2858A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, StackAdapt reading right to left. Rank and label count are printed, not drawn.AudioGo vs StackAdapt · AudioGo vs Spotify Ads Manager · StackAdapt vs Acast
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
StackAdaptFirst choices, of fourteen modelsSpotify Ads Manager
Direct82
Paraphrase42
Comparative06
Budget-constrained06
Scale-constrained00
Negative011 against StackAdapt · 6 against Spotify Ads Manager
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where StackAdapt and Spotify Ads Manager stood in it.
| 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 | | | | | |
StackAdapt Spotify Ads Manager first choice named as an alternative argued againstblank: not namedEach cell is one answer, StackAdapt on the left and Spotify Ads Manager on the right.The direct prompt
The plain question, one answer per model, grouped by where StackAdapt and Spotify Ads Manager stood in it.
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Kimi K2Spotify Ads Manager, StackAdapt alternatives: The Trade Desk
StackAdapt first, Spotify Ads Manager an alternative
7 of 14 modelsSpotify Ads Manager was named in the answer but not as the choice, or not at all.Claude Haiku 4.5StackAdapt alternatives: Spotify Advertising, Terminus, Triton Digital
Perplexity SonarStackAdapt alternatives: 6sense, Demandbase, Spotify Ads Manager
Grok 4.20StackAdapt alternatives: Acast, AdsWizz, Spotify Ads Manager
Mistral SmallSpotify Advertising, StackAdapt alternatives: The Trade Desk, iHeartMedia
DeepSeek V4 FlashStackAdapt alternatives: AudioGo, Spotify Advertising, iHeartMedia
GLM 4.7 FlashXStackAdapt alternatives: AudioGo, ProspectBase
MiniMax M2.5AdRoll ABM, StackAdapt alternatives: Spotify Ads Manager
Spotify Ads Manager first, StackAdapt not the choice
1 of 14 modelsStackAdapt was named in the answer but not as the choice, or not at all.GPT-5.4 miniSpotify Ads Manager alternatives: Acast, Gumball, The Trade Desk
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Llama 4 MaverickAdRoll ABM alternatives: AudioGo, StackAdapt
Qwen 3.7 FlashSpotify Advertising alternatives: StackAdapt, The Trade Desk, iHeartMedia
GPT-6 LunaAcast alternatives: Spotify Ads Manager
Muse Glimmer 30BSpotify Advertising alternatives: Intentsify, ProspectBase, StackAdapt, The Trade Desk, iHeartMedia
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashBasis, The Trade Desk alternatives: Acast, AdvertiseCast, SiriusXM Media
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Spotify Ads Manager leads by thirty-five points.
Spotify Ads Manager35%#2 of 8StackAdapt0%#6 of 8Mid-marketThe figures above
The order flips: StackAdapt leads at mid-market.
StackAdapt24%#2 of 11Spotify Ads Manager20%#3 of 11Enterprise
StackAdapt leads by twenty-six points.
StackAdapt32%#1 of 12Spotify Ads Manager6%#3 of 12What the models said about StackAdapt
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“enterprise platforms such as AdsWizz, StackAdapt, SoundStack, and similar systems—when they provide only aggregated reports” Perplexity Sonar · negative prompt · soft negative
What the models said about Spotify Ads Manager
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Cheap, broad self-serve buys—such as Spotify Ads Manager or AudioGO—if treated as proven acquisition channels rather than small tests.” Perplexity Sonar · negative prompt · soft negative
“Mixed but notable complaints about poor targeting, low conversion rates, and "programmatic" delivery that feels spammy or ineffective” Grok 4.20 · negative prompt · soft negative
“Ad Studio specifically has a 27% negative rate, meaning a significant number of users have had poor experiences with it” Mistral Small · negative prompt · soft negative
“Spotify offers a unified self-service platform that lets you target users listening to either music or spoken-word content within the Spotify app.” Qwen 3.7 Flash · comparative prompt · first choice
“the best audio advertising platform is often Spotify Ad Studio because it lets smaller advertisers run audio ads with relatively low minimums” GPT-5.4 mini · budget prompt · first choice
“Choose Spotify if you want self-serve access to a huge engaged audience with strong contextual targeting via music and podcast streaming.” Kimi K2 · comparative prompt · first choice
Also compared
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.