ADE Claims Performance Wins Over T3 Code

ADE’s results are impressive, but they are best read as a transparent engineering benchmark rather than a definitive leaderboard win.

• –Reports 10/12 renders per streamed reply versus T3 Code’s 18/18
• –Cuts large-chat opening time from 1,729 ms to 79 ms locally
• –Reduces first-load remote chat transfer from 1,786 KB to 102 KB
• –Uses scoped streaming, incremental history loading, memoization, and smaller startup modules
• –Cross-platform differences and methodology gaps mean independent reproduction still matters