Audio and podcast advertising
Asked as “audio advertising platform”, and as “podcast and streaming audio ad platform”, on behalf of a mid-market B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
34%
Contested · StackAdapt 20%
34AudioGo20StackAdapt16Spotify Ads Manager30others
34% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
03
Spotify Ads Manager16%8%26accepted challengernewNew since September 2026: not ranked then, 16% now.
Spotify Ads Manager16%8%26accepted challengernewNew since September 2026: not ranked then, 16% now.07
Spotify Audience Network2%10%10accepted challengernewNew since September 2026: not ranked then, 2% now.
Spotify Audience Network2%10%10accepted challengernewNew since September 2026: not ranked then, 2% now.08
Spotify Ad Studio2%40%10criticized challengernewNew since September 2026: not ranked then, 2% now.
Spotify Ad Studio2%40%10criticized challengernewNew since September 2026: not ranked then, 2% now.Show the two products at 0%, ordered by negative rate
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
AudioGo vs Libsyn AdsAudioGo vs Triton DigitalAudioGo vs Spotify Audience NetworkAudioGo vs Spotify Ad StudioStackAdapt vs Spotify Ads ManagerStackAdapt vs AcastStackAdapt vs Libsyn AdsStackAdapt vs Triton DigitalStackAdapt vs Spotify Audience NetworkStackAdapt vs Spotify Ad StudioSpotify Ads Manager vs AcastSpotify Ads Manager vs Libsyn AdsSpotify Ads Manager vs Triton DigitalSpotify Ads Manager vs Spotify Audience NetworkSpotify Ads Manager vs Spotify Ad StudioAcast vs Libsyn AdsAcast vs Triton DigitalAcast vs Spotify Audience NetworkAcast vs Spotify Ad StudioLibsyn Ads vs Triton DigitalLibsyn Ads vs Spotify Audience NetworkLibsyn Ads vs Spotify Ad StudioTriton Digital vs Spotify Audience NetworkTriton Digital vs Spotify Ad StudioSpotify Audience Network vs Spotify Ad Studio
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
0203
04
05
060708
09M10
A11
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01AudioGo34%
AudioGo34%02StackAdapt20%
StackAdapt20%03Spotify Ads Manager16%
Spotify Ads Manager16%04Acast7%
Acast7%05Libsyn Ads2%
Libsyn Ads2%06Triton Digital2%
Triton Digital2%07Spotify Audience Network2%
Spotify Audience Network2%08Spotify Ad Studio2%
Spotify Ad Studio2%09The Trade Desk2%
The Trade Desk2%10Megaphone0%
11AdvertiseCast0%
What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, 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 and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Acast11%
4 of 35 labels negative · 4 of 14 models · 1 hard negative
“**Avoid Acast self-serve** under $5K budget — you'll get run-of-network junk.” DeepSeek V4 Flash, negative prompt
Spotify Ad Studio40%
4 of 10 labels negative · 4 of 14 models
“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
The Trade Desk40%
4 of 10 labels negative · 3 of 14 models
“For most mid-market firms, the setup fees, minimum spends, and learning curve make it overkill compared to StackAdapt.” Qwen 3.7 Flash, direct prompt
Spotify Ads Manager8%
2 of 26 labels negative · 2 of 14 models · 1 hard negative
“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
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
79 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1026 links across 211 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
56 answers · 91 citations · 12 models
vendor site · Guideflow42 answers · 42 citations · 12 models
vendor site · Acast41 answers · 58 citations · 14 models
vendor site · Hey Sid36 answers · 67 citations · 11 models
26 answers · 29 citations · 10 models
vendor site · AudioGo25 answers · 42 citations · 12 models
vendor site · Spotify19 answers · 30 citations · 11 models
19 answers · 20 citations · 9 models
17 answers · 23 citations · 8 models
15 answers · 23 citations · 8 models
15 answers · 19 citations · 8 models
15 answers · 19 citations · 9 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
49 answers · 12 models
42 answers · 12 models
36 answers · 11 models
33 answers · 11 models
30 answers · 12 models
21 answers · 10 models
19 answers · 12 models
19 answers · 9 models
18 answers · 10 models
16 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “audio advertising platform”, “best audio advertising platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| AudioGo audiogo.com | 34% | 112 | 1,600 | 10 | 5,614 | $491 | 70 | 2 |
| Spotify Ad Studio spotify.com Spotify Ads Manager 16%, Spotify Advertising 2%, Spotify Audience Network 2%, Spotify Ad Studio 2% | 21% | 89 | 3,600 | 66 | 473,414,163 | $49 | 40 | 1 |
| StackAdapt stackadapt.com | 20% | 376 | 8,100 | 167 | 26,512 | $18,665 | 39 | 4 |
| Acast acast.com | 7% | 87 | 4,400 | 967 | 165,594 | 9 | ||
| Spotify Ads ads.spotify.com | 4% | 12 | 5,400 | 2,367 | 28,508 | $49 | 1 | |
| Libsyn Ads libsyn.com | 2% | 39 | 210 | 0 | 337,220 | 62 | ||
| Triton Digital tritondigital.com | 2% | 42 | 390 | 16 | 5,151 | 6 | ||
| Hey Sid heysid.com | 2% | 41 | 70 | 22 | 452 | 15 | ||
| Amazon Ads | 2% | 18,100 | 2,303 | |||||
| Amazon DSP amazon.com | 2% | 149 | 22,200 | 1,498 | 1,681,997,879 | $106,125 | 115 | 3 |
Google's top ten for the two searches hold 16 sites; 3 of them are among the sites the models cited here (ads.spotify.com, audiogo.com, g2.com). The first result for “audio advertising platform” is viantinc.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best audio advertising platform for a mid-market B2B company?”Paraphrase“Which podcast and streaming audio ad platform would you recommend to a mid-sized B2B company?”Comparative“What are the top audio and podcast advertising platforms and how do they differ?”Budget-constrained“What is the best audio advertising platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an audio advertising platform. What should we look at?”Negative“Which audio and podcast advertising platforms should I avoid or be cautious about?”
Claude Haiku 4.5StackAdaptAcast, Libsyn AdsChangedAcastAudioGoagainst: Spotify Ads Managerno first choiceagainst: Spotify for Creators
Three alternatives
Acast, Hey Sid, Spotify AdvertisingThree alternatives
Quill, Spotify Ad Analytics, Yes& BeaconSix alternatives
AudioGo, Podbean, Spotify Ads Manager, StackAdapt, Triton Digital, iHeartGPT-5.4 miniSpotify Ads ManagerAmazon DSPChangedSpotify Advertising, Spotify Audience Networkagainst: SiriusXM MediaAmazon Adsno first choicenothing named
Two alternatives
Amazon Ads, Amazon DSPTwo alternatives
SiriusXM Media / AdsWizz, Spotify Ad StudioTwo alternatives
Acast, Amazon AdsGemini 3.5 FlashStackAdaptagainst: Google Display & Video 360, Pandora, Spotify Ad Studio, The Trade DeskStackAdaptHeldagainst: 6sense, DemandbaseAcastSpotify Ads ManagerAudioGoagainst: Spotify Ads Manager
Four alternatives
AdsWizz, Demandbase, SXM Media, TerminusFour alternatives
AdvertiseCast, Gumball, Madison Logic, Spotify Ad ManagerFour alternatives
Libsyn Ads, SiriusXM Media, Spotify Advertising, iHeartMediaTwo alternatives
AudioGo, YouTube Audio AdsThree alternatives
Acast Self-Serve, Libsyn Ads, Spotify Ads ManagerPerplexity SonarStackAdaptAudioGoChangedSpotify Advertising, iHeartMediaAudioGono first choiceagainst: Amazon Music, Pandora, Spotify Ad Studio
One alternative
Spotify Ads ManagerOne alternative
Spotify Ads ManagerThree alternatives
Acast, AudioGo, StackAdaptOne alternative
Spotify Ads ManagerGrok 4.1 FastStackAdaptAudioGoChangedAcastAudioGo, Spotify Ads Manageragainst: Acast, Libsyn Ads, OvercastAudioGo, Spotify Adsagainst: Global Podcast Network, Wondery, iHeartPodcasts
Four alternatives
AdsWizz AudioMax, Megaphone, Spotify Audience Network, The Trade DeskOne alternative
B2B PodProsEight alternatives
AdvertiseCast, AudioGo, Gumball, Libsyn Ads, Megaphone, Podcorn, Spotify Audience Network, iHeartMediaOne alternative
iHeartMediaMistral SmallStackAdapt, The Trade DeskAcast, Spotify AdsChangedSpotify AdvertisingAudioGo, Spotify Ads Managerno first choiceagainst: Acast, AudioGo, Megaphone
One alternative
Spotify AdvertisingTwo alternatives
Hey Sid, Triton DigitalFour alternatives
Acast, AudioGo, Podbean, iHeartRadio AdsOne alternative
Buzzsprout AdsDeepSeek V4 FlashStackAdaptagainst: The Trade DeskSpotify Ads ManagerChangedagainst: The Trade DeskAcastAudioGoAudioGo, StackAdaptagainst: Acast, Podcorn, Wondery, iHeart Media / iHeartRadio Advertising
Two alternatives
AudioGo, IntentsifyThree alternatives
Amazon Audio Ads, Hey Sid, StackAdaptFive alternatives
AudioGo, Gumball, Megaphone, Podcorn, Spotify Audience Network (SPAN) / Spotify Ad StudioThree alternatives
Podcorn, Spotify Ads Manager, SpotsNow.ioThree alternatives
Amazon Ads, Spotify Ad Studio, Triton DigitalLlama 4 MaverickTriton Digitalno first choiceChangedno first choiceAudioGono first choicenothing named
Two alternatives
AudioGo, StackAdaptQwen 3.7 FlashStackAdaptagainst: The Trade DeskSpotify Audience NetworkChangedSpotify AdsAudioGoagainst: Smart AdServer, ZephrAudioGoagainst: iBoostReach
One alternative
Hey SidOne alternative
AcastFour alternatives
Megaphone, Pandora, SiriusXM, iHeartRadioOne alternative
AdsWizzSix alternatives
AdsWizz, AudienceScience, MediaMath, Spotify Ads Manager, The Trade Desk, Triton DigitalKimi K2Acast, AudioGoSpotify Ads ManagerChangedAcastAudioGoagainst: AdvertiseCastno first choiceagainst: Spotify Advertising
Three alternatives
B2B PodPros, Hey Sid, Spotify Ad StudioTwo alternatives
AdvertiseCast, GumballFive alternatives
AdvertiseCast, Libsyn Ads, Megaphone, Spotify Audience Network (SPAN) / Spotify Ad Studio, iHeartRadio AdsTwo alternatives
Podcorn, Spotify Ads ManagerGLM 4.7 FlashXHey SidAcast, Spotify Ads StudioChangedno first choiceAudioGono first choicenothing named
Three alternatives
Libsyn Ads, Spotify Ads, StackAdaptFour alternatives
AudioGo, Intentsify, Megaphone, Podbean AI PlatformSeven alternatives
AdRoll for Podcasts, AdsWizz, Anchor, Midroll, Podbean, TuneIn Ads, iHeartMedia AdvertisingThree alternatives
Libsyn Ads, MillionPodcasts, Spotify Ads ManagerMiniMax M2.5StackAdaptB2B PodProsChangedSpotify Ads Manager / Ad StudioAudioGono first choiceagainst: Spotify Ad Studio
Two alternatives
Spotify Ads, The Trade DeskFour alternatives
Acast, Spotify Audience Network, The Trade Desk, Triton DigitalFour alternatives
AudioGo, Megaphone, SiriusXM Media, StackAdaptOne alternative
Spotify Ads ManagerFive alternatives
Amazon Music, Basis, MediaMath, Pandora, Spotify AdsGPT-6 LunaSpotify Ads ManagerStackAdaptChangedAmazon Ads, Amazon DSP, Spotify Ads Manager / Spotify Ad ExchangeSpotify Ads Managerno first choiceagainst: Spotify Ad Studio
One alternative
AcastOne alternative
Spotify Ads ManagerFour alternatives
Acast, Libsyn Ads, SiriusXM Media / AdsWizz, Triton DigitalOne alternative
AudioGoMuse Glimmer 30BAudioGoSpotify Ad Studio, Spotify AdvertisingChangedAcastAudioGo, Spotify Ads Managerno first choiceagainst: Acast, AdTonos, AdvertiseCast, Audacy Creator Lab formerly Podcorn, Libsyn Ads, Podseeker, Spotify Audience Network
Two alternatives
Hey Sid, Spotify Ad StudioTwo alternatives
AudioGo, MegaphoneFive alternatives
AdsWizz, Megaphone, Spotify Ad Studio, Spotify Audience Network, iHeartMediaThree alternatives
Libsyn Ads, Pandora, SpotsNow.ioBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:05 | yes | 17 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:35 | yes | 3 | 7 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:15 | yes | 17 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:51 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:25 | yes | 21 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:20 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:52 | yes | 22 | 25 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:25 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:44 | yes | 15 | 35 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:46 | yes | 18 | 25 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:42 | yes | 15 | 15 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:09 | yes | 5 | 15 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:23 | yes | 2 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:41 | yes | 23 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:06 | yes | 13 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:44 | yes | 3 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:25 | yes | 18 | 31 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:00 | yes | 18 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:12 | yes | 22 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:54 | yes | 9 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:16 | yes | 22 | 45 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:10 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:39 | yes | 5 | 22 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:42 | yes | 19 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:58 | yes | 14 | 21 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:38 | yes | 14 | 43 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:35 | yes | 3 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:18 | yes | 23 | 29 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:54 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:02 | yes | 8 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:11 | yes | 13 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:12 | yes | 15 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:59 | yes | 16 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:56 | yes | 9 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:05 | yes | 21 | 40 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:15 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:35 | no | 0 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:57 | yes | 17 | 26 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:17 | no | 0 | 19 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:27 | yes | 5 | 26 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:38 | yes | 6 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:49 | yes | 13 | 19 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:12 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:21 | yes | 5 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:10 | yes | 18 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:37 | yes | 16 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:39 | yes | 14 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:21 | yes | 19 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:24 | yes | 24 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:09 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:44 | yes | 5 | 16 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:48 | yes | 13 | 33 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:11 | yes | 13 | 19 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:46 | yes | 5 | 14 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:23 | yes | 2 | 8 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:11 | yes | 15 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:37 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:37 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:16 | yes | 10 | 30 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:37 | yes | 19 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:58 | yes | 14 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:21 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:27 | yes | 21 | 42 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:44 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:49 | yes | 9 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:44 | yes | 15 | 21 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:10 | yes | 13 | 43 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:12 | yes | 5 | 23 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:55 | yes | 3 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:28 | yes | 11 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:23 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:48 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:56 | yes | 28 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:12 | yes | 19 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:34 | yes | 20 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:25 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:25 | yes | 24 | 43 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:36 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:58 | yes | 16 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:42 | yes | 23 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:07 | yes | 21 | 125 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:47 | yes | 21 | 27 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:36 | yes | 2 | 20 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:31 | yes | 22 | 37 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Spotify read as Spotify Ad Studio
Unresolved, counted raw
AdRoll for Podcasts
AdsWizz AudioMax (by Audacy)
Adwell.me
Audacy Creator Lab formerly Podcorn
Audible Ads
AudienceScience
Castro
Chartable
Gimlet
Global Podcast Network
MillionPodcasts
Overcast
Pocket Casts
Podbean AI Platform
Podseeker
Podtrac
ProspectBase
Quill
Radiotopia
SXM Media
Spotify Ad Manager
Spotify for Creators
TuneIn
TuneIn Ads
Wavve
Yes& Beacon
YouTube Audio Ads (via Google Ads)
Zephr
iHeart Media / iHeartRadio Advertising
iHeartMedia Advertising
iHeartPodcast Network
Discontinued, still offered
No shut-down product was recommended here.