2026 GenAI Code Security Report

Report Cover
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.

Report Snapshot

  • How Secure is the Code Generated By AI
  • What Kind of Vulnerabilities are being generated and how bad are they?
  • What Leaders should do next

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