How Much Does Video Streaming Infrastructure Cost on the Cloud?
Video streaming infrastructure costs $100-$200/mo at 1,000 users and scales to $11,000-$13,000/mo at 1M users, with CDN egress accounting for 50-70% of total spend at scale — the single largest cost in any streaming architecture.
Video streaming requires transcoding, large storage, CDN delivery, and origin servers. Whether you are building a VOD platform or live streaming service, CDN egress is usually the largest cost. Use our calculator to compare video streaming infrastructure costs across AWS, Azure, and GCP for your content delivery needs.
Video Streaming Architecture
A production video streaming platform needs ingest servers to receive uploads or live feeds, a transcoding pipeline to generate multiple bitrates and resolutions (HLS/DASH), origin storage for the content library, CDN edge delivery for low-latency playback, and a player API for authentication and stream selection. Live streaming adds real-time transcoding requirements and low-latency delivery protocols like WebRTC or LL-HLS, which increase compute costs significantly.
Where Video Streaming Money Goes
CDN egress dominates video streaming budgets, accounting for 50–70% of total cost at scale. Transcoding is burst compute — expensive during encoding but idle otherwise, making on-demand or reserved GPU instances the practical choice. Storage grows linearly with your content library and the number of quality variants you maintain. At 10TB delivered per month, CDN alone costs $800–$1,200 depending on the provider and commitment level.
Cost Scaling by Viewers
At 1K MAU, a basic streaming setup costs $100–$200/month including storage, database, and CDN. At 10K MAU, expect $1,400–$1,600/month as Kubernetes, caching, and CDN become the dominant costs. At 100K MAU, costs range from $3,500–$4,000/month with larger databases, NoSQL, and CDN at scale. At 1M MAU, expect $11,000–$13,000/month. AWS tends to be highest at scale, while Azure and GCP trade positions depending on database and caching configuration.
Key Cost Factors
- CDN: Content delivery and bandwidth egress
- Transcoding: Compute for multi-bitrate encoding
- Object storage: Video files and encoded variants
- Origin server: API and content management
- Database: Metadata, users, and analytics
- Live streaming: Real-time encoding infrastructure
Frequently Asked Questions
How much does video streaming infrastructure cost on AWS vs Azure vs GCP?
At 1K MAU, a basic streaming setup costs $100-$200/month including storage, database, and CDN. At 10K MAU, expect $1,400-$1,600/month as Kubernetes, caching, and CDN dominate. At 100K MAU, costs run $3,500-$4,000/month, and at 1M MAU expect $11,000-$13,000/month. AWS tends to be highest at scale, while Azure and GCP trade positions depending on database and caching configuration. DigitalOcean's bundled transfer (4-7TB before overage) can meaningfully undercut hyperscaler egress for smaller streaming platforms.
What is the cheapest cloud provider for video streaming?
Since CDN egress accounts for 50-70% of total video streaming cost, the cheapest option depends heavily on your delivery volume and commitment level. DigitalOcean bundles 4-7TB of transfer into its droplet pricing before charging $0.01/GB overage, which is far below the roughly $0.09/GB hyperscalers charge after their free tier — a meaningful advantage for egress-heavy workloads like video. At larger scale with committed-use discounts, the hyperscalers become more competitive.
What drives the cost of video streaming infrastructure?
CDN egress dominates video streaming budgets at 50-70% of total cost at scale. Transcoding is burst compute, expensive during encoding but idle otherwise, making on-demand or reserved GPU instances the practical choice. Storage grows linearly with your content library and the number of quality variants you maintain, and live streaming adds real-time transcoding and low-latency delivery requirements that increase compute costs significantly.
How accurate are these video streaming cost estimates?
Estimates use published on-demand list prices for AWS, Azure, GCP, and DigitalOcean CDN, storage, and compute services in US regions, last verified 2026-07-15. CDN pricing tiers and committed-use discounts can lower real bills substantially for high-volume streaming platforms. Use these figures as a baseline comparison across providers — see /methodology for the full approach.