BenchHub has released a major update to its open leaderboard platform, now covering vision, audio, and NLP tasks with consistent metrics and reproducible scoring. The platform features 95 boards, 700+ model submissions, and allows free participation via sign-in with GitHub, Google, or Hugging Face, with full exploration and sample comparisons available at runbenchhub.com.