Audio and podcast advertising for enterprise buyers
Asked as “audio advertising platform”, and as “podcast and streaming audio ad platform”, on behalf of an enterprise B2B company. 48 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
17%
Contested · The Trade Desk 15%
17StackAdapt15The Trade Desk08Spotify Advertising60others
17% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product at 0%, ordered by negative rate
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.
Google Display & Video 360 is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models one time of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
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
02
03M04
05
06
07
08
09
10
11
12
13
14Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01StackAdapt17%
StackAdapt17%02The Trade Desk15%
The Trade Desk15%03Spotify Advertising8%
Spotify Advertising8%04Megaphone6%
05AudioGo6%
AudioGo6%06Acast4%
Acast4%07iHeartMedia4%
iHeartMedia4%08SiriusXM Media4%
SiriusXM Media4%09Spotify Audience Network4%
Spotify Audience Network4%10Triton Digital2%
Triton Digital2%11Google Display & Video 3602%
Google Display & Video 3602%12Spotify Ad Studio2%
Spotify Ad Studio2%13Spotify Ads Manager2%
Spotify Ads Manager2%14AdsWizz0%
AdsWizz0%What they warned about
Two 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 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.
AudioGo35%
7 of 20 labels negative · 5 of 14 models · 2 hard negative
“you should avoid standard self-serve programmatic tools (like standard Spotify Ads Manager or AudioGo)” Qwen 3.7 Flash, budget prompt
Spotify Ad Studio28%
5 of 18 labels negative · 5 of 14 models
“Spotify and Pandora only in specific contexts, not as blanket avoidances. These are major, legitimate platforms, but the results note attribution and targeting limitations” Perplexity Sonar, negative prompt
Podbean
100%
2 of 2 labels negative · 2 of 14 models · 2 hard negative
“Smaller Self‑Serve Marketplaces (Podbean, RedCircle, Spreaker) ... Best for: Small test budgets or very niche shows—not large-scale enterprise campaigns.” GLM 4.7 FlashX, negative prompt
AdvertiseCast
40%
2 of 5 labels negative · 2 of 14 models · 1 hard negative
“Platforms/Networks to **Avoid or Approach with Extreme Caution** ... Marketplace Platforms like AdvertiseCast, Podcorn, and Gumball” Grok 4.1 Fast, 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
77 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. 1109 links across 268 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.
42 answers · 70 citations · 12 models
vendor site · Hey Sid41 answers · 73 citations · 11 models
vendor site · Guideflow27 answers · 27 citations · 9 models
vendor site · Acast24 answers · 41 citations · 12 models
24 answers · 34 citations · 10 models
vendor site · Spotify23 answers · 38 citations · 9 models
19 answers · 19 citations · 9 models
vendor site · AudioGo18 answers · 20 citations · 9 models
18 answers · 19 citations · 9 models
vendor site · Triton Digital15 answers · 24 citations · 8 models
15 answers · 15 citations · 10 models
vendor site · AdsWizz14 answers · 29 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.
40 answers · 11 models
34 answers · 11 models
28 answers · 12 models
25 answers · 9 models
19 answers · 11 models
19 answers · 9 models
16 answers · 9 models
15 answers · 10 models
15 answers · 10 models
14 answers · 8 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 |
|---|---|---|---|---|---|---|---|---|
| StackAdapt stackadapt.com | 17% | 376 | 8,100 | 167 | 26,512 | $18,665 | 39 | 4 |
| Spotify Ad Studio spotify.com Spotify Advertising 8%, Spotify Audience Network 4%, Spotify Ad Studio 2%, Spotify Ads Manager 2% and 1 more | 17% | 89 | 3,600 | 66 | 473,414,163 | $49 | 40 | 1 |
| The Trade Desk thetradedesk.com | 15% | 326 | 27,100 | 1,140 | 68,569 | $8,113 | 18 | 7 |
| Megaphone megaphone.fm | 6% | 40 | 60,500 | 3,396 | 47,581 | 3 | ||
| Hey Sid heysid.com | 6% | 41 | 70 | 22 | 452 | 15 | ||
| AudioGo audiogo.com | 6% | 112 | 1,600 | 10 | 5,614 | $491 | 70 | 2 |
| Acast acast.com | 4% | 87 | 4,400 | 967 | 165,594 | 9 | ||
| iHeartMedia iheartmedia.com | 4% | 27 | 22,200 | 937 | 691,586 | 2 | 6 | |
| SiriusXM Media siriusxmmedia.com | 4% | 21 | 210 | 16 | 9,551 | 19 | ||
| Spotify for Business | 4% |
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, adswizz.com, audiogo.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 an enterprise B2B company?”Paraphrase“Which podcast and streaming audio ad platform would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade audio and podcast advertising platforms and how do they differ?”Budget-constrained“What is the best audio advertising platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an audio advertising platform. What should we look at?”Negative“Which audio and podcast advertising platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5StackAdaptMegaphoneChangedSpotify/MegaphoneiHeartMediano first choiceagainst: AdvertiseCast, Podcorn, Spotify Audience Network
Four alternatives
Hey Sid, Spotify Ad Studio, Terminus, The Trade DeskThree alternatives
StackAdapt, The Trade Desk, iHeartPodcastsThree alternatives
Acast, StackAdapt, iHeartPodcastsThree alternatives
Acast, AudioGo, Spotify Ads ManagerGPT-5.4 miniSpotify AdvertisingSiriusXM MediaChangedAdsWizz, Triton DigitaliHeartMediano first choicenothing named
Two alternatives
Amazon Ads, Amazon DSPFive alternatives
Amazon DSP, Megaphone, Spotify Ad Exchange, Spotify Advertising, Spotify Audience NetworkThree alternatives
SiriusXM Media / Pandora, Spotify Advertising, Spotify Audience NetworkGemini 3.5 FlashThe Trade DeskThe Trade DeskHeldAdsWizz, Triton DigitalAudioGono first choiceagainst: SiriusXM, Spotify Ad Studio, iHeartMedia
Five alternatives
6sense, Demandbase, SiriusXM Media, Spotify Advertising, StackAdaptThree alternatives
SiriusXM Media, Spotify Advertising, StackAdaptThree alternatives
Acast, Megaphone, The Trade DeskTwo alternatives
StackAdapt, Triton DigitalPerplexity SonarStackAdaptagainst: AudioGoMegaphoneChangedno first choiceStackAdaptagainst: AudioGo, Spotify Ads Managerno first choiceagainst: Pandora, Spotify Ad Studio
Three alternatives
DemandScience, Terminus, Triton DigitalThree alternatives
Casted, CoHost, TransistorThree alternatives
AdsWizz, SiriusXM Media, iHeartMediaGrok 4.1 FastThe Trade DeskMegaphoneChangedAcast, MegaphoneSiriusXM Media, iHeartRadioagainst: AudioGo, Spotify Ads Studiono first choiceagainst: AdvertiseCast, AudioGo, BeatSting, FM Scam, Gumball, Podcorn
Four alternatives
Google Display & Video 360, Spotify/Megaphone, StackAdapt, Triton DigitalTwo alternatives
Acast, Spotify Ads ManagerFour alternatives
AdsWizz, Libsyn Ads, Spotify Ad Studio, iHeartMedia's Audience NetworkThree alternatives
Amazon DSP, Google Display & Video 360, The Trade DeskMistral SmallSpotify Advertising, The Trade DeskSpotify Ad Studio, Spotify Audience NetworkChangedTriton DigitalAudioGono first choicenothing named
Three alternatives
AudioGo, Google Display & Video 360, StackAdaptTwo alternatives
Acast, AdsWizzEight alternatives
Acast, Audioboom, Libsyn Ads, Megaphone, Spotify Ad Studio, StackAdapt, Veritone, iHeartMediaOne alternative
Spotify Ads ManagerDeepSeek V4 FlashThe Trade DeskSpotify AdvertisingChangedSpotify/MegaphoneHey Sidagainst: AudioGo, SiriusXM Media, Spotify Ads, iHeartMediano first choiceagainst: AppNexus, Apple Podcasts, Spotify Ad Studio
Four alternatives
AudioGo, Google Display & Video 360, Spotify Ads Studio, StackAdaptTwo alternatives
Acast, iHeartMediaFour alternatives
Noble Studio, SiriusXM Media, Triton Digital, iHeartMediaTwo alternatives
AdsWizz, Triton DigitalLlama 4 MaverickSpotify Ads StudioAudioGoChangedAudioGono first choiceno first choicenothing named
One alternative
StackAdaptFour alternatives
AdsWizz, Megaphone, Spotify Audience Network, Triton DigitalQwen 3.7 FlashGoogle Display & Video 360, StackAdaptSpotify for BusinessChangedSpotify Ad Studio, Spotify AdvertisingSpotify for Business, iHeartRadio Ad Studioagainst: AudioGo, Spotify Ads Managerno first choiceagainst: Amazon Music, Spotify Ad Studio
Three alternatives
Pandora for Business, Spotify for Brands, iHeartMediaTwo alternatives
Audiomotive, iHeartMediaFour alternatives
Acast, AdsWizz, Wondery, iHeartMediaTwo alternatives
Audiobrain, Resonance AdvertisingKimi K2The Trade DeskSpotify AdvertisingChangedMegaphone, Spotify AdvertisingTriton Digitalno first choiceagainst: Anchor, Megaphone, Podbean, Transistor
Four alternatives
Hey Sid, Spotify Ad Studio, StackAdapt, Triton DigitalFour alternatives
Acast, SiriusXM Media, Triton Digital, iHeartMediaFive alternatives
Acast, AdsWizz, SiriusXM Media / Pandora, Triton Digital, iHeartMediaTwo alternatives
AdsWizz, Spotify AdvertisingGLM 4.7 FlashXHey SidAcastChangedAcastStackAdapt, The Trade Deskagainst: Google Display & Video 360no first choiceagainst: AdTonos, AudioGo, Podbean, RedCircle, Spotify‑Centric Solutions, Spreaker
Three alternatives
AdsWizz, Spotify Advertising, iHeartMediaThree alternatives
AdsWizz, Libsyn Ads, Spotify AdvertisingFive alternatives
AdsWizz, Libsyn Ads, Podbean Ads Marketplace, Spotify Audience Network, iHeartMediaOne alternative
Triton DigitalMiniMax M2.5StackAdaptHey Sid, Spotify Audience NetworkChangedno first choiceAmazon Adsno first choiceagainst: iBoostReach
Three alternatives
AudioGo, Google Display & Video 360, Spotify AdsTwo alternatives
AudioGo, The Trade DeskThree alternatives
AdsWizz, Spotify Ad Studio, iHeartMediaGPT-6 LunaStackAdaptStackAdaptHeldno first choiceAmazon DSPno first choiceagainst: Spotify Audience Network
Three alternatives
SiriusXM Media, Spotify Audience Network, The Trade DeskTwo alternatives
Amazon Ads Agent, Spotify Ad StudioSeven alternatives
Acast, AdsWizz AudioMatic / Audio Marketplace, Amazon DSP, Spotify Ads Manager / Spotify Ad Exchange, Spotify/Megaphone, The Trade Desk, Triton Digital TAPOne alternative
Spotify Ads ManagerMuse Glimmer 30BTriton Digital - Triton Audio Marketplace / TAPAcastChangedAcastSpotify Ads Managerno first choiceagainst: Pandora, Spotify Ad Studio
Two alternatives
Hey Sid, StackAdaptTwo alternatives
AudioGo, Spotify Ads ManagerSix alternatives
Audioboom, Megaphone, Spotify Ads Manager, Spotify Advertising, The Trade Desk, iHeart Audience NetworkThree alternatives
Acast, Google Display & Video 360, The Trade DeskBold 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 | 2026-10-05 00:01 | yes | 17 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:26 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:33 | yes | 18 | 31 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:47 | yes | 18 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:53 | yes | 20 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:47 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:15 | yes | 22 | 32 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:49 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:09 | yes | 5 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:30 | yes | 24 | 24 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:46 | yes | 22 | 150 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:48 | yes | 10 | 15 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:27 | yes | 4 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:22 | yes | 16 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:10 | yes | 17 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:37 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:02 | yes | 12 | 28 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:29 | yes | 18 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:45 | yes | 21 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:21 | yes | 8 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:37 | yes | 23 | 48 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:44 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:32 | no | 0 | 22 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:08 | yes | 25 | 31 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:14 | yes | 19 | 49 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:10 | yes | 10 | 44 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:08 | yes | 2 | 23 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:23 | yes | 19 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:27 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:00 | yes | 6 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:42 | yes | 17 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:40 | yes | 19 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:13 | yes | 23 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:18 | yes | 8 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:01 | yes | 25 | 49 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:07 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:28 | yes | 10 | 59 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:34 | yes | 24 | 28 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:52 | yes | 24 | 36 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:31 | no | 0 | 62 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:56 | yes | 10 | 29 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:23 | yes | 20 | 42 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:46 | yes | 19 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:14 | yes | 6 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:23 | yes | 5 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:08 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:51 | yes | 21 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:37 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:41 | yes | 20 | 33 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:32 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:10 | yes | 5 | 48 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:23 | yes | 21 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:13 | yes | 20 | 33 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:43 | yes | 18 | 60 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:38 | yes | 3 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:22 | yes | 22 | 31 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:43 | yes | 18 | 12 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:45 | yes | 3 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:23 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:23 | yes | 18 | 7 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:37 | yes | 24 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:30 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:37 | yes | 23 | 30 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:40 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:35 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:42 | yes | 24 | 29 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:40 | yes | 11 | 39 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:17 | no | 0 | 11 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:31 | yes | 4 | 25 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:33 | yes | 14 | 31 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:05 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:40 | yes | 4 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:12 | yes | 19 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:25 | yes | 19 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:11 | yes | 21 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:18 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:23 | yes | 23 | 57 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:15 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:16 | no | 0 | 27 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:22 | yes | 25 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:55 | yes | 19 | 78 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:14 | yes | 22 | 55 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:59 | yes | 4 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:10 | yes | 20 | 34 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
ART19
AdsWizz AudioMatic / Audio Marketplace
Amazon Ads audio ads
Apple Podcasts
Audio.Ad
AudioStack
Audiobrain
Audiomotive
Barometer
Casted
CoHost
FM Scam
Libsyn AdvertiseCast
Noble Studio (formerly AdvertiseCast)
Pandora for Business
Podsights
Resonance Advertising
Sounder
Spotify for Brands
Spotify‑Centric Solutions
Triton Digital - Triton Audio Marketplace / TAP
Triton Digital Audio Marketplace
Triton Digital TAP
Veritone
Veritonic
iHeartMedia's Audience Network
iHeartRadio Ad Studio
Discontinued, still offered
No shut-down product was recommended here.