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TOP500

Ranked list of the world's most powerful supercomputers, published twice a year using the LINPACK benchmark.

8
Articles · since Mar 2026
17
Coverage · About TOP500
Jul 9, 2026
AIOpinion
Time to First Token Is a Real Metric. It Isn't the One That Defines the Era.

Time to first token is the AI industry's favorite candidate for era-defining metric. It is a real whole-stack signal, not a stand-in for business success.

Jul 9, 2026 · By Matt Walters · 10 min read
Jun 24, 2026
HPCNews
China Retakes TOP500 With a CPU-Only Supercomputer Built Around Export Controls

LineShine, the system NSCC Shenzhen unveiled at the top of the 67th list, sustained 2.198 exaflops on LINPACK and took #1 on HPCG with zero accelerators and a domestic processor, interconnect, and operating system.

Jun 24, 2026 · By SCN Staff · 9 min read
Apr 21, 2026
HPCAnalysis
Slingshot Held Performance Under AI Traffic Patterns That Collapsed InfiniBand by 5x on Production Exascale

ISC 2026 research on LUMI, Leonardo, CRESCO8: Slingshot held performance; InfiniBand collapsed 5x under Incast, the AI gradient-sync traffic pattern.

Apr 21, 2026 · By SCN Staff · 10 min read
Mar 16, 2026
HPCNews
The shadow TOP500: private AI superclusters are redefining supercomputing

xAI's Cortex 2, Meta's mega-clusters, and the $100B NVIDIA-OpenAI deal represent computing installations that dwarf anything on the official rankings. The supercomputing world hasn't reckoned with what that means.

Mar 16, 2026 · By SCN Staff · 7 min read
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