AtCoder

A Japanese competitive-programming platform, now used as a tough test for AI coding.

AtCoder runs online contests where programmers race to solve hard algorithm puzzles under time pressure. Its problems are difficult and well ranked, which is why AI labs have started measuring their models against them.

When an article says a model did well on AtCoder, it means the AI competed on genuinely challenging coding tasks, a sterner test than everyday programming help.