Video marketing and hosting for small business buyers
Asked as “video hosting platform for marketing”, and as “business video hosting and analytics tool”, on behalf of a small B2B company. 58 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
62%
Clear leader
62Wistia16YouTube09Vimeo14others
62% of first choices, clear leader.
Since October 2026▲+7Since October 2026: 55% → 62%, +7 points. Inside the 11-point floor: within noise.Wistia held the lead, +7 points on 55%, 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.This pageMid-marketWistia60%Clear leader▲+9Since October 2026: 51% → 60%, +9 points. Inside the 11-point floor: within noise.Standing →EnterpriseWistia40%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.This pageMid-marketWistia60%Clear leader▲+9Since October 2026: 51% → 60%, +9 points. Inside the 11-point floor: within noise.Standing →EnterpriseWistia40%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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Wistia62%10%77endorsed leader▲+7Since October 2026: 55% → 62%, +7 points. Inside the 11-point floor: within noise.55% → 62%
Wistia62%10%77endorsed leader▲+7Since October 2026: 55% → 62%, +7 points. Inside the 11-point floor: within noise.55% → 62%02
YouTube16%52%64criticized challenger▼−2Since October 2026: 18% → 16%, −2 points. Inside the 11-point floor: within noise.18% → 16%
YouTube16%52%64criticized challenger▼−2Since October 2026: 18% → 16%, −2 points. Inside the 11-point floor: within noise.18% → 16%03
Vimeo9%16%74accepted challenger▲+2Since October 2026: 7% → 9%, +2 points. Inside the 11-point floor: within noise.7% → 9%
Vimeo9%16%74accepted challenger▲+2Since October 2026: 7% → 9%, +2 points. Inside the 11-point floor: within noise.7% → 9%04
Vidyard5%4%50accepted challenger▼−7Since October 2026: 12% → 5%, −7 points. Inside the 11-point floor: within noise.12% → 5%
Vidyard5%4%50accepted challenger▼−7Since October 2026: 12% → 5%, −7 points. Inside the 11-point floor: within noise.12% → 5%05
SproutVideo3%6%35accepted challenger▲+3Since October 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise.0% → 3%
SproutVideo3%6%35accepted challenger▲+3Since October 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise.0% → 3%Show the two products at 0%, ordered by negative rate
07
Brightcove0%69%16criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Brightcove0%69%16criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%06
Bunny Stream0%10%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Bunny Stream0%10%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
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
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 62% of first choices here, so the chart would put six 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. Two 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.
YouTube52%
33 of 64 labels negative · 14 of 14 models · 3 hard negative
“Platforms to Avoid or Be Cautious About: ### YouTube For business use, YouTube shows ads, recommends competitor content, and limits privacy controls.” Claude Haiku 4.5, negative prompt
Vimeo16%
12 of 74 labels negative · 8 of 14 models · 2 hard negative
“Vimeo has developed significant issues... Consider alternatives like Wistia, SproutVideo, Bunny Stream, or Cloudflare Stream instead.” Kimi K2, negative prompt
Wistia10%
8 of 77 labels negative · 7 of 14 models · 1 hard negative
“What to Avoid on a Tight Budget - Wistia ... Overkill for most small companies on a tight budget.” DeepSeek V4 Flash, budget prompt
Google Drive100%
6 of 6 labels negative · 6 of 14 models · 5 hard negative
“Free “Consumer” Storage Services (Google Drive, Dropbox, OneDrive) ... Poor playback experience” GLM 4.7 FlashX, 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
72 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. 669 links across 130 sites, every framing counted. Ranked by the number of answers carrying the site or page. 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 · Cloudinary48 answers · 78 citations · 11 models
vendor site · Zapier45 answers · 45 citations · 11 models
vendor site · Gumlet32 answers · 47 citations · 10 models
vendor site · Vidyard25 answers · 37 citations · 11 models
vendor site · Wistia23 answers · 37 citations · 9 models
vendor site · Swarmify21 answers · 38 citations · 10 models
vendor site · Livestorm19 answers · 19 citations · 9 models
vendor site · Software Advice15 answers · 17 citations · 9 models
14 answers · 14 citations · 8 models
13 answers · 15 citations · 5 models
vendor site · Dacast12 answers · 14 citations · 7 models
vendor site · Guideflow11 answers · 11 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.
45 answers · 11 models
40 answers · 10 models
37 answers · 10 models
19 answers · 9 models
17 answers · 9 models
13 answers · 7 models
12 answers · 7 models
11 answers · 7 models
11 answers · 8 models
11 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 “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 | 62% | 199 | 14,800 | 151 | 42,328 | $312 | 95 | |
| YouTube youtube.com | 16% | 133 | 226,000,000 | 723,494 | 3,335,384,769 | $40 | 7 | |
| Vimeo vimeo.com | 9% | 178 | 301,000 | 5,563 | 5,708,986 | 13 | 1 | |
| Vidyard vidyard.com | 5% | 144 | 8,100 | 103 | 248,936 | $5 | 52 | |
| SproutVideo sproutvideo.com | 3% | 75 | 880 | 29 | 3,963 | 3 | 4 | |
| Gumlet gumlet.com | 3% | 29 | 880 | 10 | 38,211 | 9 | 7 | |
| Livid livid.com | 2% | 1 | ||||||
| Bunny Stream bunny.net | 0% | 21 | 720 | 403 | 22,083 | 43 | ||
| Cloudflare Stream cloudflare.com | 0% | 16 | 4,995,413 | 111 | ||||
| Mux | 0% |
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 a small B2B company?”Paraphrase“Which business video hosting and analytics tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top video hosting platforms for marketing for a small team and how do they differ?”Budget-constrained“What is the best video hosting platform for marketing for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a video hosting platform for marketing. What should we look at?”Negative“Which video hosting platforms for marketing should a small business avoid or be cautious about?”
Claude Haiku 4.5VimeoWistiaChangedWistiaagainst: VidyardGumlet, SproutVideono first choiceagainst: Brightcove, Vimeo, Wistia, YouTube
Two alternatives
Wistia, YouTubeThree alternatives
Kaltura, Vidyard, VimeoThree alternatives
Gumlet, SproutVideo, VimeoThree alternatives
Bunny Stream, SmartVideo, WistiaGPT-5.4 miniWistiaWistiaHeldVimeo, WistiaWistiano first choiceagainst: YouTube
Three alternatives
SproutVideo, Vidyard, VimeoTwo alternatives
Vidyard, VimeoTwo alternatives
SproutVideo, VidyardTwo alternatives
Vimeo, YouTubeGemini 3.5 FlashWistiaagainst: YouTubeWistiaHeldWistiaVimeoVidyard, Wistiaagainst: Bluehost, Brightcove, Dailymotion, Dropbox, Free Vimeo, Google Drive, Kaltura, OneDrive, Rumble, SiteGround, WordPress Media Library, YouTube
Two alternatives
Vidyard, VimeoThree alternatives
SproutVideo, Vidyard, VimeoFour alternatives
SproutVideo, Vidyard, Vimeo, YouTubeFour alternatives
Bunny Stream, Vidyard, Wistia, YouTubeOne alternative
YouTubePerplexity SonarWistiaagainst: SproutVideo, YouTubeWistiaHeldWistiaYouTubeagainst: Bunny Streamno first choiceagainst: Dailymotion, Dropbox, Google Drive, Streamable, TikTok, YouTube
Two alternatives
Vidyard, VimeoOne alternative
VimeoFour alternatives
SproutVideo, Vidyard, Vimeo, YouTubeTwo alternatives
Vimeo, WistiaGrok 4.20Wistiaagainst: Brightcove, Cloudflare Stream, Instagram Reels, SproutVideo, TikTok, YouTubeWistiaHeldagainst: YouTubeVimeo, Wistia, YouTubeagainst: Cloudinary, MuxYouTubeagainst: BrightcoveWistiaagainst: Brightcove, Vimeo, YouTubeagainst: Dailymotion, Facebook Video, Instagram Reels, TikTok, YouTube
Two alternatives
Vidyard, VimeoTwo alternatives
Vidyard, VimeoTwo alternatives
SproutVideo, VidyardFive alternatives
Bunny Stream, Cloudflare Stream, SproutVideo, Vimeo, WistiaFour alternatives
Gumlet, JW Player, SproutVideo, VidyardMistral SmallVidyard, Wistiaagainst: YouTubeWistiaChangedWistiaYouTubeno first choiceagainst: YouTubeagainst: Google Drive, WordPress Media Library, YouTube
One alternative
VimeoTwo alternatives
Vidyard, VimeoFour alternatives
Loom, Vidyard, Vimeo, YouTubeTwo alternatives
Vimeo, WistiaDeepSeek V4 FlashWistiaagainst: YouTubeWistiaHeldWistiaagainst: YouTubeGumlet, Lividagainst: Brightcove, Uscreen, Vimeo, WistiaWistiaagainst: YouTubeagainst: Loom, Vimeo, Wistia, YouTube
Two alternatives
Vidyard, VimeoTwo alternatives
SproutVideo, VidyardTwo alternatives
Vidyard, VimeoOne alternative
YouTubeThree alternatives
SproutVideo, Vidyard, VimeoLlama 4 MaverickWistiaVidyard, WistiaChangedWistiaWistiano first choiceagainst: Vimeo, YouTube
Four alternatives
Gumlet, Vidyard, Vimeo, YouTubeSeven alternatives
Brightcove, Loom, ScreenPal, SproutVideo, Vidyard, Vimeo, YouTubeThree alternatives
Gumlet, Mux, VimeoQwen 3.7 FlashWistiaWistiaHeldWistia, YouTubeYouTubeagainst: Dropbox, Google Drive, WistiaWistiaagainst: Brightcoveagainst: Brightcove, Facebook Video, Kaltura, Shopify, Vimeo, WordPress, YouTube
Three alternatives
Vidyard, Vimeo, YouTubeOne alternative
VimeoTwo alternatives
Vidyard, VimeoOne alternative
VimeoTwo alternatives
Vidyard, VimeoKimi K2WistiaWistiaHeldagainst: VimeoWistiaagainst: Loom, YouTubeYouTubeagainst: WistiaVimeo, Wistiaagainst: YouTubeagainst: Dropbox, Google Drive, TikTok, Vimeo, YouTube
Two alternatives
Vimeo, YouTubeOne alternative
VidyardThree alternatives
SproutVideo, Vidyard, VimeoOne alternative
VimeoGLM 4.7 FlashXWistiaagainst: Brightcove, YouTubeWistiaHeldagainst: YouTubeWistiaagainst: BrightcoveYouTubeWistiaagainst: Brightcoveagainst: Dropbox, Facebook Video, Google Drive, Instagram Reels, OneDrive, Snapchat, TikTok, X/Twitter, YouTube
Two alternatives
Vidyard, VimeoOne alternative
VimeoSeven alternatives
Loom, Spotlightr, SproutVideo, Uscreen, Vidyard, Vimeo, YouTubeThree alternatives
Gumlet, Spotlightr, WistiaThree alternatives
SproutVideo, Vidyard, VimeoMiniMax M2.5Vimeoagainst: YouTubeWistiaChangedagainst: YouTubeWistiaSproutVideo, YouTubeagainst: Wistiano first choiceagainst: Facebook Video, Instagram Reels, YouTube
Two alternatives
Vidyard, WistiaTwo alternatives
Vidyard, VimeoOne alternative
YouTubeOne alternative
VimeoGPT-6 LunaWistiaWistiaHeldYouTubeYouTubeagainst: VimeoWistiaagainst: YouTubeagainst: Vidyard, Vimeo, Wistia, YouTube
Two alternatives
Vimeo, YouTubeOne alternative
VidyardFour alternatives
SproutVideo, Vidyard, Vimeo, WistiaOne alternative
WistiaTwo alternatives
Vidyard, VimeoMuse Glimmer 30BWistiaagainst: YouTubeWistiaHeldWistiaVimeo, YouTubeagainst: WistiaWistiaagainst: YouTubeagainst: Facebook Video, Instagram Reels, Snapchat, TikTok, Vimeo, WordPress Media Library, X, YouTube
Two alternatives
Vidyard, VimeoOne alternative
VidyardFive alternatives
Brightcove, SproutVideo, Vidyard, Vimeo, YouTubeFour alternatives
Mux, SproutVideo, Vidyard, VimeoBold 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 15:47 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:52 | yes | 4 | 4 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 13:35 | no | 0 | 17 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:10 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:25 | yes | 10 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:56 | yes | 5 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:58 | yes | 23 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:02 | yes | 9 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:59 | no | 0 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:29 | yes | 5 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:01 | yes | 10 | 38 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:00 | yes | 10 | 21 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:01 | yes | 3 | 11 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:13 | yes | 13 | 15 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:12 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:42 | yes | 4 | 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 08:49 | no | 0 | 13 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 14:42 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:24 | yes | 5 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:57 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:11 | yes | 24 | 23 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:14 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:44 | yes | 10 | 45 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:29 | yes | 10 | 87 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:51 | yes | 22 | 25 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:22 | yes | 9 | 33 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:55 | yes | 2 | 11 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:04 | yes | 12 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:35 | yes | 10 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:27 | 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 11:19 | no | 0 | 18 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 15:52 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:35 | yes | 5 | 18 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:50 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:04 | yes | 22 | 29 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:26 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:38 | yes | 5 | 20 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:23 | yes | 12 | 46 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:47 | yes | 21 | 130 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:55 | yes | 5 | 17 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:41 | yes | 6 | 22 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:04 | yes | 12 | 31 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:47 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:10 | yes | 2 | 4 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 14:48 | yes | 6 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:57 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:48 | yes | 5 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:02 | yes | 5 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:42 | yes | 19 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:55 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:52 | yes | 5 | 51 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:18 | yes | 10 | 30 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:08 | yes | 9 | 14 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:14 | yes | 5 | 33 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:29 | yes | 3 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:04 | yes | 10 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:07 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:12 | yes | 1 | 7 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 11:27 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:06 | yes | 10 | 5 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:26 | yes | 5 | 15 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:19 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:33 | yes | 18 | 22 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:52 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:07 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:20 | yes | 8 | 21 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:28 | yes | 14 | 36 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:34 | no | 0 | 75 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:31 | yes | 4 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:43 | yes | 11 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:12 | yes | 16 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:22 | yes | 5 | 6 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 13:52 | no | 0 | 17 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:40 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:12 | yes | 10 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:27 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:31 | yes | 20 | 23 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:34 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:44 | yes | 5 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:59 | yes | 20 | 47 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:53 | yes | 19 | 33 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:52 | yes | 5 | 45 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:25 | yes | 5 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:03 | yes | 20 | 42 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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Category-scoped readings
Bunny.net read as Bunny Stream
Bunny.net (Bunny Stream) read as Bunny Stream
Facebook read as Facebook Video
Instagram read as Instagram Reels
Unresolved, counted raw
Free Vimeo (Basic Plan)
HubSpot Video Hosting
Vimeo for business
Discontinued, still offered
No shut-down product was recommended here.