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Measuring and improving viewer experience score by 60% | Mux

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col-end-3 border-x border-ctx-gray"><div class="-m-0.5px grid grid-cols-1"><div class="block border-ctx border -m-0.5px p-2 md:p-4 lg:p-4 text-center"><h1 class="mx-auto max-w-28 [text-wrap:pretty]"><div class="font-mono text-sm leading-mono last:mb-0 mb-0.5 font-normal uppercase">Case study</div><div class="font-body text-2xl md:text-5xl leading-heading-2 md:leading-heading font-bold normal-case">Measuring and improving viewer experience score by 60%</div></h1></div></div></div></div><div class="relative -my-1px border-y grid grid-cols-xs sm:grid-cols-sm lg:grid-cols-lg xl:grid-cols-xl bg-putty border-ctx-gray text-black set-bg-ctx-putty set-border-ctx-gray"><div class="col-start-2 col-end-3 border-x border-ctx-gray"><div class="-m-0.5px grid grid-cols-1"><div class="border-ctx-gray bg-white [&amp;&gt;*]:set-border-ctx-gray [&amp;&gt;*]:set-bg-ctx-white text-black border -m-0.5px flex h-12 items-center justify-center p-1"><div class="relative h-3 w-12"><img alt="TED" fetchPriority="high" decoding="async" data-nimg="fill" class="object-contain" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 504px) 50vw, (max-width: 784px) 50vw, (max-width: 1176px) 25vw, (max-width: 1456px) 25vw, 364px" srcSet="https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=256&amp;q=75&amp;fit=clip&amp;auto=format 256w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=384&amp;q=75&amp;fit=clip&amp;auto=format 384w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=640&amp;q=75&amp;fit=clip&amp;auto=format 640w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=750&amp;q=75&amp;fit=clip&amp;auto=format 750w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=828&amp;q=75&amp;fit=clip&amp;auto=format 828w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=1080&amp;q=75&amp;fit=clip&amp;auto=format 1080w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=1200&amp;q=75&amp;fit=clip&amp;auto=format 1200w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=1920&amp;q=75&amp;fit=clip&amp;auto=format 1920w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=2048&amp;q=75&amp;fit=clip&amp;auto=format 2048w, https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=3840&amp;q=75&amp;fit=clip&amp;auto=format 3840w" src="https://cdn.sanity.io/images/2ejqxsnu/production/6b6512c994afbcfbc534bd7e15cb4b4c64a91174-324x119.svg?w=3840&amp;q=75&amp;fit=clip&amp;auto=format"/></div></div></div></div></div><div class="relative -my-1px border-y grid grid-cols-xs sm:grid-cols-sm lg:grid-cols-lg xl:grid-cols-xl bg-putty border-ctx-gray text-black set-bg-ctx-putty set-border-ctx-gray"><div class="col-start-2 col-end-3 border-x border-ctx-gray"><div class="-m-0.5px grid grid-cols-1 lg:grid-cols-4"><div class="border-ctx border -m-0.5px flex flex-col items-center justify-center px-0.5 py-1 text-center"><span class="font-mono text-sm leading-mono font-normal uppercase mb-0.25">Company</span><p class="font-body tracking-wide text-md leading-heading-2 font-bold normal-case">TED</p></div><div class="border-ctx border -m-0.5px flex flex-col items-center justify-center px-0.5 py-1 text-center"><span class="font-mono text-sm leading-heading-2 font-normal uppercase mb-0.25">Product</span><p class="font-body tracking-wide text-md leading-heading-2 font-bold normal-case">Inspirational conference</p></div><div class="border-ctx border -m-0.5px flex flex-col items-center justify-center px-0.5 py-1 text-center"><span class="font-mono text-sm leading-heading-2 font-normal uppercase mb-0.25">Location</span><p class="font-body tracking-wide text-md leading-heading-2 font-bold normal-case">New York, NY</p></div><div class="border-ctx border -m-0.5px flex flex-col items-center justify-center px-0.5 py-1 text-center"><span class="font-mono text-sm leading-heading-2 font-normal uppercase mb-0.25">Industry</span><p class="font-body tracking-wide text-md leading-heading-2 font-bold normal-case">Education</p></div><div class="col-span-full px-1 py-3 [--media-background-color:theme(colors.putty.deep)]"><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">TED is a world-renowned conference known for its inspirational and educational talks. Founded in 1984, its growth catapulted when they published video recordings of the talks online. When they posted the first 5 videos online in 2006, they were unsure if anyone would watch them, but by 2012, they had reached an incredible one billion views. Mark Bogdanoff, Production Engineer, said, “The online platform breathed new life into the organization and it helped advance our motto: ‘Ideas worth spreading.’”</p><h2 id="built-from-the-ground-up" class="font-body text-xl leading-heading font-bold normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26 mb-1 mt-2 first:mt-0 last:mb-0"><a href="#built-from-the-ground-up" class="group relative"><span class="absolute block opacity-0 group-hover:opacity-100 group-focus-visible:opacity-100 -left-1 top-1/2 h-1 w-1 -translate-y-1/2 lg:-left-2.5 lg:h-1.5 lg:w-2.5"><span class="relative inline-block h-full rounded-4 p-0.125 lg:bg-putty-light"><svg role="img" xmlns="http://www.w3.org/2000/svg" width="42" height="42" fill="none" viewBox="0 0 42 42" class="h-full w-auto"><title>Link</title><path d="m18.172 15.343 3.535-3.535a5 5 0 0 1 7.071 0l1.414 1.414a5 5 0 0 1 0 7.07l-3.535 3.536M23.828 26.657l-3.535 3.535a5 5 0 0 1-7.071 0l-1.414-1.414a5 5 0 0 1 0-7.07l3.535-3.536" class="stroke-current" vector-effect="non-scaling-stroke"></path><path stroke-linecap="round" d="m25.243 16.757-8.486 8.486" class="stroke-current" vector-effect="non-scaling-stroke"></path></svg></span></span>Built from the ground up</a></h2><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">To power their online videos and platform, <a id="fnref:1" class="group" href="#fn:1">TED’s engineering team built the entire video<sup class="normal-case underline-offset-normal cursor-pointer underline hover:no-underline focus-visible:no-underline group-hover:no-underline group-focus-visible:no-underline decoration-ctx-gray-underline">1</sup></a> production pipeline themselves. “We own everything from recording through encoding through publishing. But we never had any outside validation, other than people viewing our content, of whether what we were doing was good, where it was good, or where we could get better.”</p><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">Because they didn’t have a system that provided ongoing measurement, their experiments ran the risk of being inefficient. When they wanted to run an experiment, they would decide what to measure on an ad hoc basis and experienced setbacks if they realized they were measuring the wrong thing or needed more than one metric.</p><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">When Mark and his colleague Joe Bartlett, Video Developer, learned about Mux Data, they realized it could provide them with the outside validation they needed plus greatly improve the efficiency and accuracy of their experiments.</p><h2 id="improving-viewer-experience-score-by-60" class="font-body text-xl leading-heading font-bold normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26 mb-1 mt-2 first:mt-0 last:mb-0"><a href="#improving-viewer-experience-score-by-60" class="group relative"><span class="absolute block opacity-0 group-hover:opacity-100 group-focus-visible:opacity-100 -left-1 top-1/2 h-1 w-1 -translate-y-1/2 lg:-left-2.5 lg:h-1.5 lg:w-2.5"><span class="relative inline-block h-full rounded-4 p-0.125 lg:bg-putty-light"><svg role="img" xmlns="http://www.w3.org/2000/svg" width="42" height="42" fill="none" viewBox="0 0 42 42" class="h-full w-auto"><title>Link</title><path d="m18.172 15.343 3.535-3.535a5 5 0 0 1 7.071 0l1.414 1.414a5 5 0 0 1 0 7.07l-3.535 3.536M23.828 26.657l-3.535 3.535a5 5 0 0 1-7.071 0l-1.414-1.414a5 5 0 0 1 0-7.07l3.535-3.536" class="stroke-current" vector-effect="non-scaling-stroke"></path><path stroke-linecap="round" d="m25.243 16.757-8.486 8.486" class="stroke-current" vector-effect="non-scaling-stroke"></path></svg></span></span>Improving viewer experience score by 60%</a></h2><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">In India, a phone called the JioPhone came out and pretty much took the country by storm. The JioPhone, which runs KaiOS (which is a fork of Firefox OS), was not only a phone but provided free internet. What felt like overnight, the TED team started seeing a lot of requests coming in. At the time, the team was using Google Analytics and they were alerted to an issue with dropped video views coming from Android tablets running Firefox.</p><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">“It took us a long time to work through that data and realize that Google was miscategorizing the devices and that there were these KaiOS feature phones trying to play video,” says Joe.</p><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">Once they had Mux, the team explored the data further and was able to determine that one of the primary factors for the dropped views was the complexity of JavaScript on our video page. So they created a low latent version of the video page and they were able to confirm through Mux that the videos and player were working in the low-end environment.</p><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">In addition, they were able to identify these KaiOS devices and tag them appropriately which you can’t do in Google Analytics. This enabled them to isolate this segment and look at the traffic separately so they could make adjustments to their default viewing experience based on the specific needs of users. In terms of Quality of Experience (QoE) metrics, their viewer experience score started at 48 and is now 77.</p><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">“Mux gives us confidence when we roll out new changes and it’s game changing. I can hit publish after making changes to the player and A) know that I’m not breaking anything and B) see when it has a positive impact,” said Mark.</p><h2 id="mux-provides-key-decision-making-data" class="font-body text-xl leading-heading font-bold normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26 mb-1 mt-2 first:mt-0 last:mb-0"><a href="#mux-provides-key-decision-making-data" class="group relative"><span class="absolute block opacity-0 group-hover:opacity-100 group-focus-visible:opacity-100 -left-1 top-1/2 h-1 w-1 -translate-y-1/2 lg:-left-2.5 lg:h-1.5 lg:w-2.5"><span class="relative inline-block h-full rounded-4 p-0.125 lg:bg-putty-light"><svg role="img" xmlns="http://www.w3.org/2000/svg" width="42" height="42" fill="none" viewBox="0 0 42 42" class="h-full w-auto"><title>Link</title><path d="m18.172 15.343 3.535-3.535a5 5 0 0 1 7.071 0l1.414 1.414a5 5 0 0 1 0 7.07l-3.535 3.536M23.828 26.657l-3.535 3.535a5 5 0 0 1-7.071 0l-1.414-1.414a5 5 0 0 1 0-7.07l3.535-3.536" class="stroke-current" vector-effect="non-scaling-stroke"></path><path stroke-linecap="round" d="m25.243 16.757-8.486 8.486" class="stroke-current" vector-effect="non-scaling-stroke"></path></svg></span></span>Mux provides key decision-making data</a></h2><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">Currently, Mark and the team are in the midst of a very large rearchitecture of their video production pipeline. As they prepare to publish the first videos out of the new system, Mux Data is providing the crucial metrics so the team can compare the video performance of the new system with the old one.</p><p class="font-body tracking-wide text-md leading-normal last:mb-0 mb-1 font-normal normal-case break-words [text-wrap:pretty] mx-auto w-full max-w-26">“Mux Data caught a number of issues we didn’t expect to find along the way. Actually, issues we would never have found otherwise. And beyond issues, the data helps us identify where there are opportunities for improvement and enables us to create quantifiable goals for the video team,” said Mark.</p></div><ol class="list-decimal break-words px-1 col-span-full mx-auto my-3 w-full max-w-26 border-t border-t-gray-dark pt-0.75 text-black"><li id="fn:1" class="font-body tracking-wide text-sm leading-normal font-normal normal-case"><span>&quot;TED reaches its billionth video view!&quot;. TED Blog. November 13, 2012. (http://blog.ted.com/2012/11/13/ted-reaches-its-billionth-video-view)</span><a href="#fnref:1" class="relative top-2px ml-0.125 hover:text-black focus-visible:text-black">↩</a></li></ol></div></div></div><div class="relative -my-1px border-y grid grid-cols-xs sm:grid-cols-sm lg:grid-cols-lg xl:grid-cols-xl bg-blue border-ctx-blue-dark text-black set-bg-ctx-blue set-border-ctx-blue-dark z-10"><div class="col-start-2 col-end-3 border-x border-ctx-blue-dark"><div class="-m-0.5px grid grid-cols-1 p-1 text-center"><p class="font-body tracking-wide text-md leading-normal font-normal normal-case whitespace-pre-line">No credit card required to start using Mux.</p></div></div></div><div class="relative -my-1px border-y grid grid-cols-xs sm:grid-cols-sm lg:grid-cols-lg xl:grid-cols-xl bg-blue border-ctx-blue-dark text-black set-bg-ctx-blue set-border-ctx-blue-dark z-10"><div class="col-start-2 col-end-3 border-x border-ctx-blue-dark"><div class="-m-0.5px grid grid-cols-1 md:min-h-3"><div 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border-ctx-blue-dark user-select-none text-center md:text-left py-2"><div class="flex flex-col items-center justify-center md:flex-row"><div><svg role="img" width="56" height="56" viewBox="0 0 56 56" fill="none" class="mb-0.5 md:mb-0 md:mr-1"><title>Demo</title><path d="M55.5 6H0.5V46H55.5V6Z" class="stroke-current" stroke-miterlimit="10"></path><path d="M1 10H55" class="stroke-current"></path><path d="M9 15L6 18L9 21" class="stroke-current"></path><path d="M12 21L15 18L12 15" class="stroke-current"></path><path d="M29.9706 32.9706L35.2739 49.5876L39.163 45.6985L46.5876 53.1231L50.1231 49.5876L42.6985 42.163L46.5876 38.2739L29.9706 32.9706Z" class="stroke-current transition-transform duration-medium ease-in-out-energetic group-hover:[transform:rotate3d(1,-1,0,20deg)] fill-ctx-putty dark:fill-ctx-charcoal"></path><g class="stroke-current transition-opacity duration-medium ease-in-out-energetic group-hover:opacity-0"><path d="M25.728 28.7279L21.4854 24.4853"></path><path d="M34.9202 29.435L39.1628 25.1924"></path><path d="M22.1924 42.163L26.4351 37.9203"></path><path d="M30.6777 26.3639V20.7071"></path><path d="M17.7072 33.6777H23.364"></path></g></svg></div><div class="inline-block"><div class="font-body text-xl leading-heading last:mb-0 mb-0.25 font-bold normal-case">Get a demo</div><div class="font-mono text-sm leading-mono font-normal uppercase underline underline-offset-mono">Let&#x27;s chat</div></div></div></span><span class="absolute inset-0 min-h-2 flex items-center justify-center cursor-pointer px-2 bg-ctx border border-ctx-blue-dark transition-[border-radius] duration-medium ease-in-out-energetic group-hover/button:rounded-4 group-focus-visible/button:rounded-4 text-center md:text-left py-2" aria-hidden="true"><div class="flex flex-col items-center justify-center md:flex-row"><div><svg role="img" width="56" height="56" viewBox="0 0 56 56" fill="none" class="mb-0.5 md:mb-0 md:mr-1"><title>Demo</title><path d="M55.5 6H0.5V46H55.5V6Z" class="stroke-current" stroke-miterlimit="10"></path><path d="M1 10H55" class="stroke-current"></path><path d="M9 15L6 18L9 21" class="stroke-current"></path><path d="M12 21L15 18L12 15" class="stroke-current"></path><path d="M29.9706 32.9706L35.2739 49.5876L39.163 45.6985L46.5876 53.1231L50.1231 49.5876L42.6985 42.163L46.5876 38.2739L29.9706 32.9706Z" class="stroke-current transition-transform duration-medium ease-in-out-energetic group-hover:[transform:rotate3d(1,-1,0,20deg)] fill-ctx-putty dark:fill-ctx-charcoal"></path><g class="stroke-current transition-opacity duration-medium ease-in-out-energetic group-hover:opacity-0"><path d="M25.728 28.7279L21.4854 24.4853"></path><path d="M34.9202 29.435L39.1628 25.1924"></path><path d="M22.1924 42.163L26.4351 37.9203"></path><path d="M30.6777 26.3639V20.7071"></path><path d="M17.7072 33.6777H23.364"></path></g></svg></div><div class="inline-block"><div class="font-body text-xl leading-heading last:mb-0 mb-0.25 font-bold normal-case">Get a demo</div><div class="font-mono text-sm leading-mono font-normal uppercase underline underline-offset-mono">Let&#x27;s chat</div></div></div></span></a></div></div></div></div><footer class="relative -my-1px border-y grid grid-cols-xs sm:grid-cols-sm lg:grid-cols-lg xl:grid-cols-xl bg-charcoal border-ctx-black text-white dark set-bg-ctx-charcoal set-border-ctx-black set-decoration-ctx-gray-underline z-10"><div class="col-start-2 col-end-3 border-x border-ctx-black"><div class="-m-0.5px grid-cols-1 block gap-1 px-1 md:columns-2 md:px-2 lg:columns-3 xl:columns-4" style="padding-bottom:6rem"><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:4rem;--pt-first:4rem"><h3 style="line-height:2;--mb:2rem;--mb-md:2rem" class="font-body tracking-wide text-base leading-normal font-bold normal-case mb-[--mb] md:mb-[--mb-md]">Platform</h3><ul><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:2rem;--pt-first:0"><h3 style="line-height:2.2857142857142856;--mb:0;--mb-md:0;position:relative;top:-0.0625rem" class="font-mono text-sm leading-mono font-normal uppercase text-blue dark:text-blue-neon mb-[--mb] md:mb-[--mb-md]">Mux Video</h3><ul><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-api">Video API</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/features">Features</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/on-demand">On-Demand</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/live">Live</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/interactive-live-streaming">Interactive</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/encoding">Encoding</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/pricing/video">Pricing</a></li></ul></section><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:2rem;--pt-first:0"><h3 style="line-height:2.2857142857142856;--mb:0;--mb-md:0;position:relative;top:-0.0625rem" class="font-mono text-sm leading-mono font-normal uppercase text-blue dark:text-blue-neon mb-[--mb] md:mb-[--mb-md]">Mux Data</h3><ul><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/data">Overview</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/data/features">Features</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/data-operations">Monitoring</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/pricing/data">Pricing</a></li></ul></section><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:2rem;--pt-first:0"><h3 style="line-height:2.2857142857142856;--mb:0;--mb-md:0;position:relative;top:-0.0625rem" class="font-mono text-sm leading-mono font-normal uppercase text-blue dark:text-blue-neon mb-[--mb] md:mb-[--mb-md]">Mux Player</h3><ul><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/player">Overview</a></li></ul></section></ul></section><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:4rem;--pt-first:4rem"><h3 style="line-height:2;--mb:0;--mb-md:2rem" class="font-body tracking-wide text-base leading-normal font-bold normal-case mb-[--mb] md:mb-[--mb-md]">Developers</h3><ul><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/docs">Documentation</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/docs/api-reference">API reference</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/docs/webhook-reference">Webhook reference</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/oss">Open source software</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/beta">Beta features</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/support">Contact support</a></li></ul></section><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:4rem;--pt-first:4rem"><h3 style="line-height:2;--mb:0;--mb-md:2rem" class="font-body tracking-wide text-base leading-normal font-bold normal-case mb-[--mb] md:mb-[--mb-md]">Resources</h3><ul><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-glossary">Video glossary</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/articles">Learn about video</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="https://demuxed.com/">Demuxed<svg role="img" xmlns="http://www.w3.org/2000/svg" width="56" height="56" fill="none" viewBox="0 0 56 56" class="ml-0.25 inline-block h-0.5 w-0.5"><title>Arrow Up Right</title><g stroke-miterlimit="10" class="stroke-current"><path d="m46.031 44.41.001-33.94-33.942-.001M46.031 10.469 9.97 46.53" vector-effect="non-scaling-stroke"></path></g></svg></a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="https://howvideo.works/">HowVideo.Works<svg role="img" xmlns="http://www.w3.org/2000/svg" width="56" height="56" fill="none" viewBox="0 0 56 56" class="ml-0.25 inline-block h-0.5 w-0.5"><title>Arrow Up Right</title><g stroke-miterlimit="10" class="stroke-current"><path d="m46.031 44.41.001-33.94-33.942-.001M46.031 10.469 9.97 46.53" vector-effect="non-scaling-stroke"></path></g></svg></a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/compare/cloudflare-stream">Mux vs. Cloudflare Stream</a></li></ul></section><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:4rem;--pt-first:4rem"><h3 style="line-height:2;--mb:0;--mb-md:2rem" class="font-body tracking-wide text-base leading-normal font-bold normal-case mb-[--mb] md:mb-[--mb-md]">Solutions</h3><ul><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/solutions/video-infra-for-your-video-platform">Video for your video platform</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/solutions/video-for-ugc">Video for UGC</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/solutions/video-for-fitness">Video for connected fitness</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/solutions/video-for-generative-ai">Video for AI</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/solutions/video-for-vercel">Video for Vercel users</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/solutions/data-for-broadcasters">Data for broadcasters</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/solutions/data-for-telco">Data for telco operators</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/solutions/data-for-sports">Data for sports</a></li></ul></section><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:4rem;--pt-first:4rem"><h3 style="line-height:2;--mb:0;--mb-md:2rem" class="font-body tracking-wide text-base leading-normal font-bold normal-case mb-[--mb] md:mb-[--mb-md]">Integrations</h3><ul><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/node">Node</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/ruby">Ruby</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/php">PHP</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/python">Python</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/elixir">Elixir</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/go">Go</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/astro">Astro</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/sveltekit">SvelteKit</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/flutter">Flutter</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/next-js">Next.js</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/react-native">React Native</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/remix-js">Remix.js</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/video-for/laravel">Laravel</a></li></ul></section><section class="relative break-inside-avoid pt-[--pt] first:pt-[--pt-first]" style="--pt:4rem;--pt-first:4rem"><h3 style="line-height:2;--mb:0;--mb-md:2rem" class="font-body tracking-wide text-base leading-normal font-bold normal-case mb-[--mb] md:mb-[--mb-md]">Company</h3><ul><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/blog">Blog</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/team">Team</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/customers">Customers</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/partners">Partners</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/jobs">Jobs</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/startups">Startup Program</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/powered-by-mux">Powered by Mux Program</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/newsletter/signup">Sign up for our newsletter</a></li><li><a style="line-height:2" class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline" href="/files/mux-press-kit.zip">Download Press Kit</a></li></ul><section class="flex gap-1" style="margin-top:calc(6rem - 1.75rem * 0.75)"><a class="normal-case underline-offset-normal cursor-pointer hover:underline focus-visible:underline group-hover:underline group-focus-visible:underline block" href="https://twitter.com/muxhq"><span class="sr-only">Mux on Twitter</span><svg role="img" width="20" height="20" viewBox="0 0 20 20" xmlns="http://www.w3.org/2000/svg" class="h-0.75 w-0.75"><title>Twitter, or I guess it&#x27;s called X now</title><path d="M11.64 8.464L18.923 0h-1.725l-6.323 7.35L5.824 0H0l7.636 11.114L0 19.99h1.726l6.676-7.761 5.334 7.76h5.824L11.64 8.465zm-2.363 2.747l-.773-1.106-6.157-8.806h2.65l4.969 7.107.774 1.106 6.458 9.238h-2.65l-5.27-7.538z" vector-effect="non-scaling-stroke" class="fill-current"></path></svg></a><a class="normal-case 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