The original April 2026 scratch research mixed public facts with Discord-only rankings and unpublished benchmark snapshots. It is superseded by the evidence-checked source pages below.
The organizer's live API provides the benchmark definitions, speed-of-light tables, and captured leaderboard state used by the wiki:
- Problem 1: NVFP4 GEMV
- Problem 2: NVFP4 GEMM
- Problem 3: NVFP4 dual GEMM
- Problem 4: NVFP4 grouped GEMM
Each page records its capture date and distinguishes a current API snapshot from the original deadline. Historical Discord-only rankings were removed. The problem-4 page also links a participant post-mortem published on GPU Mode's news page and labels its timing as an invalid benchmark artifact.
The official contest page now publishes winning teams for separate Agent-Assisted and Full-Agent approaches. It does not publish the earlier local model-score or kernel-performance tables, so those figures were removed:
Authoritative source: MLSys 2026 FlashInfer AI Kernel Generation Contest.