JPEG Quality vs File Size & Fidelity Benchmark
Empirical analysis of 500 test images across Q95 down to Q70, comparing compression ratios, SSIM visual fidelity, and client-side encoding latency against WebP and AVIF.
RESEARCH & BENCHMARKS
Open, reproducible performance research evaluating client-side browser execution, WebAssembly transcoders, and modern compression codecs. We publish empirical measurements rather than marketing claims.
Empirical analysis of 500 test images across Q95 down to Q70, comparing compression ratios, SSIM visual fidelity, and client-side encoding latency against WebP and AVIF.
Comparing structural Flate stream optimization versus 150 DPI raster downsampling across vector reports, scanned receipts, and corporate presentations.
Real-world web tools powered by the algorithms and parameters measured in Bitmorfy Labs:
All benchmark test suites are executed in standard, unthrottled browser environments (Chromium, Gecko, WebKit) using open public test corpuses (Kodak Lossless Photo CD, CLIC dataset, and synthesized vector document corpuses). Raw data tables are free to cite and redistribute with attribution.