2026 GenAI Code Security Report

Is Code Written by AI Safe to Ship?

Across more than 100 AI models tested over four years, the average security pass rate sits at 56%. It hasn’t moved. AI-generated code volume has exploded, but the failure rate hasn’t decreased. In the 2026 GenAI Code Security Report, Veracode tested 11 new models across 80 tasks so security and engineering leaders can make AI tooling decisions with actual data behind them

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