Video marketing and hosting
Asked as “video hosting platform for marketing”, and as “business video hosting and analytics tool”, on behalf of a mid-market B2B company. 58 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
60%
Clear leader
60Wistia17YouTube10Vidyard12others
60% of first choices, clear leader.
Since October 2026▲+9Since October 2026: 51% → 60%, +9 points. Inside the 11-point floor: within noise.Wistia held the lead, +9 points on 51%, inside the 11-point floor.
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
Wistia62%Clear leader▲+7Since October 2026: 55% → 62%, +7 points. Inside the 11-point floor: within noise.Standing →Mid-marketWistia60%Clear leader▲+9Since October 2026: 51% → 60%, +9 points. Inside the 11-point floor: within noise.This pageEnterpriseWistia40%Contested▲+8Since October 2026: 32% → 40%, +8 points. Inside the 11-point floor: within noise.Standing →
Wistia62%Clear leader▲+7Since October 2026: 55% → 62%, +7 points. Inside the 11-point floor: within noise.Standing →Mid-marketWistia60%Clear leader▲+9Since October 2026: 51% → 60%, +9 points. Inside the 11-point floor: within noise.This pageEnterpriseWistia40%Contested▲+8Since October 2026: 32% → 40%, +8 points. Inside the 11-point floor: within noise.Standing →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 October 2026
01Wistia60%6%79endorsed leader▲+9Since October 2026: 51% → 60%, +9 points. Inside the 11-point floor: within noise.51% → 60%
Wistia60%6%79endorsed leader▲+9Since October 2026: 51% → 60%, +9 points. Inside the 11-point floor: within noise.51% → 60%02
YouTube17%44%55criticized challenger=heldSince October 2026: 17% → 17%, ±0 points. Inside the 11-point floor: within noise.17% → 17%
YouTube17%44%55criticized challenger=heldSince October 2026: 17% → 17%, ±0 points. Inside the 11-point floor: within noise.17% → 17%03
Vidyard10%7%60accepted challenger▼−5Since October 2026: 15% → 10%, −5 points. Inside the 11-point floor: within noise.15% → 10%
Vidyard10%7%60accepted challenger▼−5Since October 2026: 15% → 10%, −5 points. Inside the 11-point floor: within noise.15% → 10%04
Vimeo7%16%70accepted challenger=heldSince October 2026: 7% → 7%, ±0 points. Inside the 11-point floor: within noise.7% → 7%
Vimeo7%16%70accepted challenger=heldSince October 2026: 7% → 7%, ±0 points. Inside the 11-point floor: within noise.7% → 7%05
SproutVideo2%3%33accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
SproutVideo2%3%33accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%06
Brightcove2%34%41criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Brightcove2%34%41criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%07
Gumlet2%0%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Gumlet2%0%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the four products at 0%, ordered by negative rate
11
Facebook Video0%73%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Facebook Video0%73%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08
Bunny Stream0%9%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Bunny Stream0%9%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
09Mux0%0%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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.
For buyers
All twenty-one head-to-head pages: the top seven products, each against each
Wistia vs SproutVideoWistia vs BrightcoveWistia vs GumletYouTube vs VidyardYouTube vs VimeoYouTube vs SproutVideoYouTube vs BrightcoveYouTube vs GumletVidyard vs VimeoVidyard vs SproutVideoVidyard vs BrightcoveVidyard vs GumletVimeo vs SproutVideoVimeo vs BrightcoveVimeo vs GumletSproutVideo vs BrightcoveSproutVideo vs GumletBrightcove vs Gumlet
One product takes 60% of first choices here, so the chart would put ten markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Three products carry a negative rate above 25% in this category.
What they warned about
Ten of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Mistral Small, Llama 4 Maverick and MiniMax M2.5 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.
YouTube44%
24 of 55 labels negative · 14 of 14 models · 8 hard negative
“here are the video hosting platforms you should avoid or be cautious about for marketing: ## YouTube (when used as your primary business platform)” Claude Haiku 4.5, negative prompt
Brightcove34%
14 of 41 labels negative · 10 of 14 models · 3 hard negative
“Avoid committing to enterprise plans (Brightcove, Uscreen, etc.) unless you have a larger budget” DeepSeek V4 Flash, budget prompt
Vimeo16%
11 of 70 labels negative · 9 of 14 models · 1 hard negative
“Avoid or migrate away from: Vimeo (current instability)” Muse Glimmer 30B, negative prompt
Facebook Video73%
8 of 11 labels negative · 8 of 14 models · 4 hard negative
“Avoid using free consumer platforms (YouTube, Facebook, Dailymotion) as your *only* hosting solution” DeepSeek V4 Flash, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
64 of 84 answers in this category came back with a source list, from 13 of 14 models: citations where the model returns them, or the search results it consulted. 628 links across 148 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 1 model searched through a gateway that returned no source list on this edition. 34 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 · Cloudinary49 answers · 67 citations · 11 models
vendor site · Zapier35 answers · 35 citations · 10 models
vendor site · Gumlet31 answers · 45 citations · 11 models
vendor site · Vidyard26 answers · 37 citations · 13 models
vendor site · Wistia20 answers · 28 citations · 8 models
vendor site · Swarmify19 answers · 22 citations · 9 models
vendor site · Dacast15 answers · 17 citations · 7 models
13 answers · 14 citations · 7 models
vendor site · Guideflow13 answers · 13 citations · 6 models
13 answers · 13 citations · 7 models
vendor site · Livestorm12 answers · 12 citations · 8 models
vendor site · SproutVideo11 answers · 16 citations · 7 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.
46 answers · 11 models
35 answers · 10 models
18 answers · 11 models
15 answers · 10 models
13 answers · 6 models
13 answers · 7 models
13 answers · 7 models
12 answers · 8 models
11 answers · 8 models
11 answers · 9 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 | 60% | 199 | 14,800 | 151 | 42,328 | $312 | 95 | |
| YouTube youtube.com | 17% | 133 | 226,000,000 | 723,494 | 3,335,384,769 | $40 | 7 | |
| Vidyard vidyard.com | 10% | 144 | 8,100 | 103 | 248,936 | $5 | 52 | |
| Vimeo vimeo.com | 7% | 178 | 301,000 | 5,563 | 5,708,986 | 13 | 1 | |
| SproutVideo sproutvideo.com | 2% | 75 | 880 | 29 | 3,963 | 3 | 4 | |
| Brightcove brightcove.com | 2% | 107 | 4,400 | 126 | 15,083 | 0 | ||
| Gumlet gumlet.com | 2% | 29 | 880 | 10 | 38,211 | 9 | 7 | |
| Bunny Stream bunny.net | 0% | 21 | 720 | 403 | 22,083 | 43 | ||
| Mux | 0% | |||||||
| Cloudinary cloudinary.com | 0% | 105 | 14,800 | 177 | 455,152 | 7 |
Google's top ten for the two searches hold 15 sites; 3 of them are among the sites the models cited here (gumlet.com, sproutvideo.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 a mid-market B2B company?”Paraphrase“Which business video hosting and analytics tool would you recommend to a mid-sized B2B company?”Comparative“What are the top video hosting platforms for marketing and how do they differ?”Budget-constrained“What is the best video hosting platform for marketing for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a video hosting platform for marketing. What should we look at?”Negative“Which video hosting platforms for marketing should I avoid or be cautious about?”
Claude Haiku 4.5Wistiano first choiceChangedVidyard, Wistiaagainst: Facebook Live, YouTube LiveYouTubeno first choiceagainst: YouTube
Three alternatives
SproutVideo, Vidyard, VimeoTwo alternatives
Brightcove, VimeoTwo alternatives
Vimeo, WistiaGPT-5.4 miniWistiaagainst: BrightcoveWistiaHeldWistiaagainst: YouTubeYouTubeagainst: Vidyard, Wistiano first choicenothing named
Two alternatives
Vidyard, VimeoOne alternative
VidyardThree alternatives
Brightcove, Vidyard, VimeoOne alternative
VimeoGemini 3.5 FlashVidyard, Wistiaagainst: VimeoVidyard, WistiaHeldVidyard, Wistiaagainst: BrightcoveWistia, YouTubeVidyard, Wistiaagainst: Bonjoro, CloudApp, Dailymotion, Loom, Shopify, Twitch, Vimeo, WordPress, YouTube
One alternative
YouTubeOne alternative
VimeoTwo alternatives
Vimeo, YouTubeThree alternatives
Bunny Stream, Vidyard, VimeoTwo alternatives
Brightcove, VimeoPerplexity SonarWistiaWistiaHeldagainst: BrightcoveVimeo, Wistia, YouTubeVimeo, YouTubeagainst: Bunny Stream, Wistiano first choiceagainst: Dailymotion, Facebook Video, Google Drive, Instagram Reels, Streamable, TikTok, Vimeo, X, YouTube
Four alternatives
Goldcast, Vidyard, Vimeo, YouTubeThree alternatives
SproutVideo, Vidyard, VimeoTwo alternatives
Brightcove, VidyardGrok 4.20Wistiaagainst: YouTubeWistiaHeldagainst: Loom, YouTubeYouTubeYouTubeWistiaagainst: Brightcove, Vidyard, YouTubeagainst: Dailymotion, Facebook Video, Instagram Reels, Metacafe, TikTok, Veoh, YouTube
Two alternatives
Vidyard, VimeoFour alternatives
Cloudinary, Mux, SproutVideo, VimeoFour alternatives
SproutVideo, Vidyard, Vimeo, WistiaThree alternatives
SproutVideo, Vimeo, WistiaFour alternatives
Cloudinary, Gumlet, SproutVideo, VimeoMistral SmallVidyard, Wistiaagainst: BrightcoveWistiaChangedno first choiceYouTubeno first choiceagainst: Self-hosting on your own website, YouTube
One alternative
VimeoOne alternative
VidyardThree alternatives
Vidyard, Vimeo, WistiaDeepSeek V4 FlashWistiaagainst: YouTubeWistiaHeldWistiaagainst: LoomGumletagainst: Brightcove, UscreenWistiaagainst: Brightcove, Dailymotion, Dropbox, Facebook Video, Google Drive, OneDrive, TikTok, Vimeo, YouTube
Two alternatives
Vidyard, VimeoOne alternative
VidyardFive alternatives
Brightcove, SproutVideo, Vidyard, Vimeo, YouTubeThree alternatives
Vimeo, Wistia, YouTubeFour alternatives
Brightcove, Gumlet, Vidyard, VimeoLlama 4 MaverickVidyard, Vimeo, WistiaSproutVideo, WistiaChangedno first choiceYouTubeno first choiceagainst: YouTube
One alternative
VidyardTwo alternatives
Vimeo, WistiaQwen 3.7 FlashWistiaagainst: YouTubeWistiaHeldagainst: Brightcove, YouTubeWistia, YouTubeagainst: BrightcoveVimeoagainst: Vidyard, Wistia, YouTubeno first choiceagainst: YouTubeagainst: Dailymotion, Facebook Video, Instagram Reels, Kick, Rumble, TikTok, Twitch, Vimeo, YouTube
Two alternatives
Vidyard, VimeoOne alternative
VidyardTwo alternatives
Vidyard, VimeoThree alternatives
Bunny Stream, Gumlet, LoomKimi K2Wistiaagainst: Brightcove, Kaltura, Vimeo, YouTubeWistiaHeldno first choiceWistiaagainst: BrightcoveVimeo, Wistiaagainst: Brightcove, Kalturaagainst: Dailymotion, Facebook Video, Self-Hosting on Your Own Server / WordPress Media Library, Vimeo, Wistia Free Plan, YouTube
One alternative
VidyardTwo alternatives
SproutVideo, VidyardFive alternatives
Brightcove, Vidyard, Vimeo, Wistia, YouTubeTwo alternatives
Vimeo, YouTubeThree alternatives
Gumlet, SproutVideo, VidyardGLM 4.7 FlashXWistiaagainst: BrightcoveWistiaHeldYouTubeYouTubeBrightcove, Wistiaagainst: Cloudinary, Dailymotion, Facebook Video, Instagram Reels, Snapchat, TikTok, Vimeo, WordPress Media Library, X, YouTube
Two alternatives
Vidyard, VimeoOne alternative
SproutVideoFour alternatives
Brightcove, SproutVideo, Vimeo, WistiaThree alternatives
Vidyard, Vimeo, WistiaMiniMax M2.5WistiaVidyardChangedYouTubeYouTubeagainst: WistiaWistiaagainst: YouTubeagainst: Facebook Watch, Instagram Reels, TikTok, Vimeo, YouTube
Three alternatives
HubSpot Video, Vidyard, VimeoTwo alternatives
Brightcove, WistiaFour alternatives
Brightcove, SproutVideo, Vimeo, WistiaTwo alternatives
Vidyard, VimeoThree alternatives
Brightcove, SproutVideo, VimeoGPT-6 LunaWistiaWistiaHeldno first choiceYouTubeno first choiceagainst: Facebook Video, Instagram Reels, Loom, TikTok, Vimeo, YouTube
Three alternatives
Vidyard, Vimeo, YouTubeOne alternative
VidyardFive alternatives
Brightcove, Vidyard, Vimeo, Wistia, YouTubeTwo alternatives
Bunny Stream, WistiaMuse Glimmer 30BWistiaWistiaHeldWistiaWistiano first choiceagainst: Brightcove, Facebook Video, Instagram Reels, Kaltura, SproutVideo, TikTok, Vidyard, Vimeo, Wistia, YouTube
Three alternatives
Brightcove, Vidyard, VimeoOne alternative
VidyardFive alternatives
Brightcove, SproutVideo, Vidyard, Vimeo, YouTubeFour alternatives
Gumlet, SproutVideo, Vimeo, YouTubeBold 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.
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 | 2026-11-01 13:59 | yes | 16 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:42 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:31 | no | 0 | 15 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 11:43 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:36 | yes | 9 | 12 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:50 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:49 | yes | 21 | 45 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:06 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:14 | yes | 5 | 33 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:44 | yes | 12 | 42 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:21 | yes | 8 | 18 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:36 | yes | 14 | 50 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:16 | yes | 4 | 11 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:08 | yes | 14 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:34 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:03 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:08 | no | 0 | 11 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 12:10 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:50 | yes | 5 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:43 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:45 | yes | 22 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:12 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:29 | yes | 5 | 19 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:51 | yes | 15 | 46 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:29 | yes | 24 | 25 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:32 | no | 0 | 13 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:06 | yes | 2 | 11 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:11 | yes | 14 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:11 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:08 | yes | 6 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:36 | no | 0 | 15 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 10:27 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:10 | yes | 5 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:05 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:53 | yes | 8 | 21 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:23 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:28 | no | 0 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:45 | yes | 14 | 27 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:35 | no | 0 | 95 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:50 | yes | 5 | 62 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:21 | yes | 5 | 14 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:59 | yes | 12 | 23 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:02 | no | 0 | 5 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:40 | no | 0 | 2 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:46 | no | 0 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 08:37 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:58 | yes | 5 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:26 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:08 | yes | 14 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:21 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:29 | yes | 5 | 44 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:00 | yes | 11 | 20 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:21 | yes | 24 | 50 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:10 | yes | 5 | 28 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:25 | yes | 4 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:48 | yes | 9 | 14 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:28 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:12 | no | 0 | 4 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:42 | no | 0 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 10:55 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:10 | yes | 5 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:21 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:02 | yes | 24 | 27 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:32 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:06 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:01 | yes | 14 | 44 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:46 | yes | 14 | 22 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:23 | yes | 9 | 32 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:41 | yes | 2 | 20 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:02 | no | 0 | 5 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:31 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:15 | no | 0 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:04 | no | 0 | 14 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:16 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:48 | yes | 10 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:34 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:55 | yes | 22 | 42 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:23 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:32 | no | 0 | 31 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:51 | yes | 24 | 30 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:13 | yes | 17 | 56 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:31 | no | 0 | 27 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:14 | yes | 3 | 39 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:26 | yes | 13 | 28 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
Facebook read as Facebook Video
Instagram read as Instagram Reels
Unresolved, counted raw
Bonjoro
Cincopa
Facebook Live
Kick
Metacafe
Self-Hosting on Your Own Server / WordPress Media Library
Self-hosting on your own website (e.g., WordPress media library)
Viddler
Wave.video
Wistia Free Plan
Discontinued, still offered
No shut-down product was recommended here.