Video marketing and hosting for enterprise buyers
Asked as “video hosting platform for marketing”, and as “business video hosting and analytics tool”, on behalf of an enterprise B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
32%
Contested · Brightcove 23%
32Wistia23Brightcove20Vidyard25others
32% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Wistia (30%) replaces Brightcove (25% then, 24% now), 6 points clear, inside the 11-point floor.Wistia leads at 30%, replacing Brightcove, which led at 25% and stands at 24% now: 6 points clear, inside the floor, so the swap reads as unsettled.
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.
Small business
Wistia55%Clear leader▼−1Since September 2026: 56% → 55%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketWistia51%Clear leader▼−4Since September 2026: 56% → 52%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseWistia32%Contested↗new leaderNew leader since September 2026: Wistia (30%) replaces Brightcove (25% then, 24% now), 6 points clear, inside the 11-point floor.This page
Wistia55%Clear leader▼−1Since September 2026: 56% → 55%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketWistia51%Clear leader▼−4Since September 2026: 56% → 52%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseWistia32%Contested↗new leaderNew leader since September 2026: Wistia (30%) replaces Brightcove (25% then, 24% now), 6 points clear, inside the 11-point floor.This pageThe 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 rateLabelsQuadrantSince September 2026
01Wistia32%13%70endorsed leader▲+7Since September 2026: 23% → 30%, +7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.23% → 30%
Wistia32%13%70endorsed leader▲+7Since September 2026: 23% → 30%, +7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.23% → 30%02
Brightcove23%5%62accepted challenger▼−1Since September 2026: 25% → 24%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.25% → 24%
Brightcove23%5%62accepted challenger▼−1Since September 2026: 25% → 24%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.25% → 24%03
Vidyard20%8%48accepted challenger▲+3Since September 2026: 19% → 22%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 22%
Vidyard20%8%48accepted challenger▲+3Since September 2026: 19% → 22%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 22%04
Vimeo14%22%68accepted challenger▲+5Since September 2026: 9% → 14%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 14%
Vimeo14%22%68accepted challenger▲+5Since September 2026: 9% → 14%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 14%05
Kaltura5%13%38accepted challenger▼−2Since September 2026: 8% → 6%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 6%
Kaltura5%13%38accepted challenger▼−2Since September 2026: 8% → 6%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 6%Show the two products at 0%, ordered by negative rate
07
YouTube0%100%17criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
YouTube0%100%17criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%06
SproutVideo0%9%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
SproutVideo0%9%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%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 ten head-to-head pages: the top five products, each against each
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 →
01020304050607Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Wistia32%
Wistia32%02Brightcove23%
Brightcove23%03Vidyard20%
Vidyard20%04Vimeo14%
Vimeo14%05Kaltura5%
Kaltura5%06SproutVideo0%
SproutVideo0%07YouTube0%
YouTube0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. 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 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.
YouTube100%
17 of 17 labels negative · 14 of 14 models · 12 hard negative
“Public platforms such as YouTube are "great for reach, but they are ad-driven... not designed for gated demos, paid courses, internal training, or sensitive customer data."” Muse Glimmer 30B, negative prompt
Vimeo22%
15 of 68 labels negative · 10 of 14 models · 4 hard negative
“Platforms to Avoid for Predictable Costs: Vimeo | 2TB/month bandwidth cap on ALL self-serve plans; unpredictable overages” Kimi K2, budget prompt
Wistia13%
9 of 70 labels negative · 8 of 14 models
“Wistia is excellent for demand generation but may not be purpose-built for massive-scale internal communications or OTT delivery” Kimi K2, negative prompt
Dropbox100%
7 of 7 labels negative · 7 of 14 models · 7 hard negative
“not built for business video hosting because they lack professional control, enterprise security, and robust analytics” Perplexity Sonar, 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
78 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. 1045 links across 169 sites, every framing counted. Ranked by the number of answers carrying the site or page. 2 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Gumlet45 answers · 111 citations · 11 models
vendor site · Guideflow44 answers · 44 citations · 11 models
vendor site · Dacast35 answers · 49 citations · 11 models
35 answers · 37 citations · 12 models
vendor site · Swarmify32 answers · 41 citations · 11 models
vendor site · Kaltura25 answers · 50 citations · 8 models
25 answers · 25 citations · 12 models
24 answers · 26 citations · 11 models
22 answers · 22 citations · 10 models
vendor site · Cinema822 answers · 22 citations · 10 models
vendor site · Vidyard21 answers · 30 citations · 8 models
vendor site · Cloudinary19 answers · 23 citations · 10 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.
44 answers · 11 models
35 answers · 12 models
26 answers · 10 models
25 answers · 12 models
20 answers · 10 models
20 answers · 10 models
18 answers · 8 models
17 answers · 7 models
16 answers · 8 models
16 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 “best video hosting platform for marketing”, “video hosting platform for marketing”. 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 |
|---|---|---|---|---|---|---|---|---|
| Wistia wistia.com | 32% | 210 | 14,800 | 151 | 42,328 | $312 | 95 | |
| Brightcove brightcove.com | 23% | 98 | 4,400 | 126 | 15,083 | 0 | ||
| Vidyard vidyard.com | 20% | 141 | 8,100 | 103 | 248,936 | $5 | 52 | |
| Vimeo vimeo.com | 14% | 199 | 301,000 | 5,563 | 5,708,986 | 13 | 1 | |
| Kaltura kaltura.com | 5% | 41 | 18,100 | 707 | 94,438 | 7 | ||
| Goldcast goldcast.io | 2% | 75 | 4,400 | 42 | 6,549 | 24 | ||
| Brightcove Video Cloud | 2% | |||||||
| Vbrick vbrick.com Vbrick Rev 2%, Vbrick 0% | 2% | 1 | ||||||
| SproutVideo sproutvideo.com | 0% | 55 | 880 | 29 | 3,963 | 3 | 4 | |
| Panopto panopto.com | 0% | 8 |
Google's top ten for the two searches hold 15 sites; 2 of them are among the sites the models cited here (gumlet.com, swarmify.com). The first result for “best video hosting platform for marketing” is reddit.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 video hosting platform for marketing for an enterprise B2B company?”Paraphrase“Which business video hosting and analytics tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade video hosting platforms for marketing and how do they differ?”Budget-constrained“What is the best video hosting platform for marketing 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 a video hosting platform for marketing. What should we look at?”Negative“Which video hosting platforms for marketing should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Vidyard, WistiaVimeoChangedagainst: YouTube for EnterpriseWistiaBrightcoveno first choiceagainst: Facebook Video, YouTube
Two alternatives
Brightcove, VimeoTwo alternatives
Kaltura, WistiaThree alternatives
Brightcove, Kaltura, VimeoThree alternatives
Cloudflare Stream, Vimeo, WistiaGPT-5.4 miniWistiaagainst: VimeoVimeoChangedagainst: WistiaWistiaWistiano first choiceagainst: YouTube
Three alternatives
Brightcove, Panopto, VidyardTwo alternatives
Kaltura, VidyardFour alternatives
Brightcove, Kaltura, Vidyard, VimeoOne alternative
VimeoGemini 3.5 FlashVidyard, Wistiaagainst: YouTubeVidyardChangedno first choiceBrightcoveagainst: Loom, Vidyard, VimeoVidyard, Wistiaagainst: AWS S3, Adobe Experience Manager, Dailymotion, Drupal, Google Cloud Storage, Loom, TikTok, Vimeo, WordPress, YouTube
Two alternatives
Brightcove, VimeoFive alternatives
Brightcove, Kaltura, Panopto, Vimeo, WistiaFive alternatives
Brightcove, Kaltura, Vidyard, Vimeo, WistiaThree alternatives
Kaltura, Kinescope, WistiaTwo alternatives
Brightcove, VimeoPerplexity SonarWistiaagainst: VimeoBrightcoveChangedVidyard, WistiaWistiano first choiceagainst: Dropbox, Facebook Live / other social video platforms, Google Drive, YouTube
Two alternatives
Brightcove, VidyardOne alternative
KalturaFive alternatives
Brightcove, Gumlet, Kaltura, SproutVideo, VimeoOne alternative
KalturaGrok 4.1 FastVidyardagainst: Cloudinary, YouTubeVimeoChangedagainst: Kaltura, Vidyard, WistiaWistiaBrightcove, Vimeoagainst: Bunny Stream, Cloudflare Stream, Mux, SproutVideoVimeoagainst: YouTubeagainst: Vimeo, Wistia, YouTube
Two alternatives
Vimeo, WistiaOne alternative
BrightcoveFour alternatives
Brightcove, Kaltura, Vidyard, VimeoTwo alternatives
Dacast, WistiaFour alternatives
Brightcove, Kaltura, Vidyard, WistiaMistral SmallBrightcoveVimeoChangedBrightcove Video CloudBrightcoveagainst: Vimeo, Wistiano first choiceagainst: Dropbox, Google Drive, YouTube
Two alternatives
Goldcast, WistiaOne alternative
GoldcastFour alternatives
Kaltura, SproutVideo, Vimeo, WistiaDeepSeek V4 FlashVidyardKalturaChangedagainst: Brightcove, VidyardWistiaBrightcoveagainst: Vimeono first choiceagainst: Dropbox, Facebook Video, Google Drive, SharePoint, TikTok, Vimeo, Wistia, YouTube
Three alternatives
Brightcove, Vimeo, WistiaTwo alternatives
Panopto, VimeoFour alternatives
Brightcove, Kaltura, Vidyard, VimeoThree alternatives
Gumlet, Vbrick, WistiaLlama 4 MaverickGoldcastVidyard, WistiaChangedWistiaWistiano first choiceagainst: Vimeo, Wistia, YouTube
Two alternatives
Brightcove, WistiaThree alternatives
Cinema8, Goldcast, VimeoTwo alternatives
Gumlet, VimeoThree alternatives
SproutVideo, Vidyard, VimeoQwen 3.7 FlashVidyard, WistiaKaltura, WistiaChangedWistiaBrightcoveWistiaagainst: Brightcove, Kalturaagainst: Dropbox, Google Drive, Meta, OneDrive, TikTok, Vidyard, Vimeo, YouTube
Two alternatives
Brightcove, KalturaOne alternative
BrightcoveThree alternatives
Brightcove, Kaltura, VimeoFour alternatives
Cloudflare Stream, Mux, Vimeo, WistiaTwo alternatives
Vidyard, VimeoKimi K2Vidyard, WistiaKalturaChangedWistiaagainst: VimeoVidyardagainst: Brightcove, Kaltura, VimeoVidyard, Wistiaagainst: Kalturaagainst: Dailymotion, Dropbox, Google Drive, Snapchat, TikTok, Vimeo, Wistia, YouTube
Three alternatives
Brightcove, Kaltura, VimeoOne alternative
BrightcoveThree alternatives
Brightcove, Kaltura, VidyardOne alternative
WistiaOne alternative
BrightcoveGLM 4.7 FlashXBrightcoveVbrick RevChangedWistiaBrightcoveagainst: Kaltura, Vimeo, Wistiano first choiceagainst: Dropbox, Facebook Video, Google Drive, Instagram, Rackspace, S3, TikTok, Vimeo, YouTube
Two alternatives
Vimeo, WistiaThree alternatives
Brightcove, Kaltura, VimeoFive alternatives
Brightcove, Gumlet, Kaltura, Vidyard, VimeoOne alternative
DacastMiniMax M2.5WistiaBrightcoveChangedWistiaBrightcove, Vimeono first choiceagainst: Dropbox, Facebook Video, Google Drive, Instagram, YouTube
Two alternatives
Brightcove, VimeoThree alternatives
Kaltura, Vidyard, WistiaThree alternatives
Brightcove, Kaltura, VidyardOne alternative
DacastGPT-6 LunaWistiaVimeoChangedWistiaWistiano first choiceagainst: Facebook Video, Instagram, LinkedIn, TikTok, Wistia, YouTube
Three alternatives
Brightcove, Vidyard, VimeoOne alternative
PanoptoFour alternatives
Brightcove, Kaltura, Vidyard, VimeoOne alternative
VimeoMuse Glimmer 30BWistiaBrightcove Video CloudChangedWistiaBrightcoveno first choiceagainst: Facebook Video, Snapchat, TikTok, X, YouTube
Two alternatives
Brightcove, VidyardTwo alternatives
Panopto, VidyardTwo alternatives
Brightcove, VidyardOne alternative
WistiaBold 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 | 2026-10-01 11:23 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:28 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:46 | yes | 13 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 10:21 | yes | 19 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:50 | yes | 23 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:17 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:36 | yes | 22 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:40 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:33 | yes | 5 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 14:15 | yes | 15 | 25 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:04 | yes | 24 | 30 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:54 | yes | 5 | 15 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:31 | yes | 4 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 14:06 | yes | 15 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:44 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:15 | yes | 6 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:47 | yes | 11 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 13:56 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:02 | yes | 22 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:20 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:27 | yes | 24 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:55 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:01 | yes | 10 | 42 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:43 | yes | 20 | 16 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:28 | yes | 13 | 27 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:25 | yes | 25 | 25 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:55 | yes | 3 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:49 | yes | 14 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:11 | yes | 10 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:35 | yes | 4 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:52 | yes | 18 | 32 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 07:40 | yes | 20 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:41 | yes | 23 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:11 | yes | 10 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:27 | yes | 24 | 43 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:18 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:39 | no | 0 | 38 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:16 | yes | 20 | 25 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:03 | yes | 21 | 37 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:09 | yes | 10 | 16 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:38 | yes | 5 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:15 | yes | 14 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:37 | yes | 15 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 14:01 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:16 | yes | 23 | 32 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 13:14 | yes | 19 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:49 | yes | 22 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:50 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:37 | yes | 23 | 43 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:23 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:10 | yes | 7 | 36 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:29 | yes | 19 | 29 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:31 | yes | 24 | 40 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:52 | yes | 18 | 47 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:54 | yes | 2 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:11 | yes | 19 | 27 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:17 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:48 | yes | 1 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:15 | yes | 10 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 12:21 | yes | 17 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:18 | yes | 12 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:17 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:15 | yes | 24 | 23 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:49 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:51 | yes | 9 | 56 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:12 | yes | 23 | 34 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:15 | yes | 9 | 23 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:48 | no | 0 | 54 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:52 | yes | 4 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:44 | yes | 12 | 26 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:25 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:47 | yes | 3 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:57 | yes | 19 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 08:25 | yes | 20 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:16 | yes | 20 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:10 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:49 | yes | 23 | 37 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:36 | yes | 5 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:17 | no | 0 | 37 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:52 | yes | 23 | 44 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:50 | yes | 18 | 143 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:57 | yes | 8 | 31 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:47 | yes | 3 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:56 | yes | 22 | 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.
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Facebook read as Facebook Video
Unresolved, counted raw
Facebook Live / other social video platforms
Google Cloud Storage
LinkedIn
Meta (Facebook/Instagram)
Plainly Videos
Rackspace
S3
Vbrick Rev
YouTube unlisted
Discontinued, still offered
No shut-down product was recommended here.