PROBE (Code Generation) - C++: leaderboard

Metric: Passed outcome rate (%): share of unit-test executions that pass, averaged over the unit tests of each problem, 5 generated samples per problem and the 1,651 filtered Project CodeNet problems, for complete C++ programs under the baseline prompt; higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 6 models tracked.

Top models

#ModelScore
1GPT-4.1 Mini68
2Gemini 2.0 Flash57

Interactive version: theaggregate.ai/benchmark?slug=probe-code-generation-c-plus-plus · How It Works · Data refreshed daily, snapshot 2026-09-29.