Content-type quality benchmark tool

A dependency-free (pure standard-library) Python tool that loads the per-content rate-quality dataset and computes BD-rate (HEVC, AV1 over H.264 and AV1 over HEVC) for every content type, the spread across content types, the content-complexity table (anchor bitrate at VMAF 93 with ITU-T P.910 SI/TI), and a CATALOGUE-WEIGHTED saving for any content mix via --mix (e.g. --mix animation=60,screen=20,film=20). Reproduces this article's per-content table and worked mixes exactly and matches article 7.

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Book cover: Video Streaming, Volume 3 of the Fora Soft Video Engineering HandbookBook cover: Video Encoding, Volume 1 of the Fora Soft Video Engineering HandbookBook cover: AI for Video, Volume 6 of the Fora Soft Video Engineering Handbook

The handbook · 7 volumes

Fora Soft Video Engineering Handbook

This Python tool computes BD-rate for HEVC and AV1 per content type, the content complexity table with SI and TI, and a catalogue-weighted saving for your own content mix. Our seven-volume handbook covers the full video stack; start with Volume 1 for codecs and quality metrics, then Volume 3 for ladders and delivery and Volume 6 for AI quality models. Written by Nikolay Sapunov, CEO at Fora Soft.

Browse the handbook on Amazon →7 volumes · 9,000+ pages · Kindle & paperback

Want to know how much AV1 or HEVC will save on your mix of animation, sports and film?

Tell us your catalog mix, and we will run a content-weighted BD-rate estimate and translate it into storage and CDN savings. 250+ video products shipped since 2005.

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