Encoding Cost and Efficiency Review

Are You Spending More Than You Need to Encode and Deliver Video?

Your encoding ladder determines both the quality of the videos your subscribers watch and how much you spend to deliver them. But many production ladders were designed years ago, inherited from previous platforms, or optimized for technical performance without measuring the economic return.

An Encoding Cost and Efficiency Review independently evaluates your current ladder construction and encoding parameters to determine whether configuration adjustments can reduce encoding and delivery costs without sacrificing viewer quality.

Questions the Analysis Answers

The analysis answers the questions that matter to both engineering and management:

• Are your top-rung bitrate settings so high that you’re wasting bandwidth delivering quality your viewers can’t perceive?
• Are spacing gaps in your ladder degrading QoE for viewers on lower-bandwidth connections, particularly those watching on smartphones?
• Would your service benefit from per-title or per-category encoding, so you spend bits on high-quality sports videos that need them, but not on news or talk shows that don’t?
• Are legacy settings such as GOP size, presets, or low-latency tuning increasing infrastructure or delivery costs without providing a corresponding benefit?
• At what viewing volume would more compute-intensive configurations produce positive ROI through reduced bandwidth costs?
• Are you using the right encoder and codec for each VOD and live workload?
• Which changes should you make now, which require further testing, and which aren’t worth implementing?

The objective isn’t to identify errors in existing workflows. It’s to independently determine whether your current ladder configuration and encoding parameters deliver the best practical combination of viewer quality, bandwidth efficiency, and operating cost.

How the Analysis Works

I analyze representative content using your current encoder, encoding ladder, and production constraints. First, I establish your existing quality, bitrate, encoding cost, and delivery-cost baseline.

Then I test practical alternatives and compare them at equivalent perceptual quality. This is critical. You can’t determine whether one configuration is more efficient if it delivers different quality.

Finally, I apply your actual encoding and distribution costs and viewing volumes to calculate the financial impact of each alternative, including the breakeven point for changes that increase encoding cost but reduce delivery bandwidth.

An optimization that costs more to encode isn’t necessarily more expensive. The analysis calculates how many viewing hours are required for the bandwidth savings to recover the additional encoding cost, and what you save after that point.

What You Get

You receive a prioritized analysis of your existing workflow and the practical alternatives, including:

• Current encoding and ladder efficiency
• Recommended configuration changes
• Measured quality and bitrate impact
• Incremental encoding cost
• Projected distribution savings
• Breakeven viewing hours
• Net financial impact at your viewing volumes
• Implementation priorities

I also provide an executive summary that translates the technical findings into the information management needs: what should change, what shouldn’t, why, and the expected financial impact.

If the analysis shows that your existing configuration is already the best practical choice, that’s a useful answer, too.

Why Bring In an Outside Expert

Your video engineering team knows your platform better than anyone. Their job is to build it, operate it, keep it reliable, and respond when something breaks.

Encoding optimization requires a different kind of specialization. I’ve been working with video compression since the 1990s, testing codecs and encoders, developing encoding ladders, and measuring the relationship between bitrate, quality, encoding cost, and delivery cost.

I’ve written multiple books on video encoding, including Video Encoding by the Numbers, and produced multiple courses for streaming producers, including Streaming Media 101, which has been taken by over 700 professionals. I’ve served for many years as a contributing editor to Streaming Media, where my codec and encoding research has been published and scrutinized by a highly technical industry audience.

My encoding research and consulting work has covered H.264, HEVC, VP9, AV1, VVC, CPU and GPU encoders, live and VOD workflows, and objective quality measurement. Increasingly, that work also includes codec licensing and intellectual property, because encoding decisions now have to account for both technical performance and potential royalty exposure.

The goal isn’t to replace the expertise of your internal team. It’s to bring in specialized, independent expertise to answer questions they may not have the time, tools, or reason to investigate themselves.

Proven on a Production Streaming Service

The methodology behind this analysis has been developed and refined over years of encoding research and consulting, including economic analyses of VOD and live encoding optimization. Most recently, I applied and expanded this approach during an engagement with a regional VOD and live streaming service, analyzing four production workflows across H.264, VP9, and AV1 using more than 6,500 test encodes.

The analysis identified multiple opportunities to reduce encoding and delivery costs, including one simple configuration change that the financial model projected would pay for the entire consulting engagement within a few months. You can download the case study here. .

Who This Is For

The Encoding Cost and Efficiency Review is designed for streaming services with meaningful encoding, infrastructure, or CDN costs, particularly when:

• Your encoding ladder hasn’t been independently reviewed recently
• Delivery costs represent a significant operating expense
• You’re considering changes to your encoder or encoding configuration
• Engineering is considering changes that increase compute costs to reduce bandwidth
• You’re evaluating HEVC, AV1, VP9, or another advanced codecManagement wants independ
• ent validation of the current encoding strategy
• You’re considering 4K, HDR, or other premium delivery options

This isn’t a generic best-practices review. The analysis uses your content, encoding environment, costs, and your subscribers’ viewing patterns to determine what makes economic sense for your service.

Request an Encoding Cost and Efficiency Review

Tell me a little about your streaming operation. I’ll contact you personally to discuss your current workflow and determine whether there’s enough potential economic impact to justify an analysis.