Head to head

Claude Code vs Codex

Comparing 49 documented Claude Code incidents against 5 for Codex.

Verdict

Codex has the lower average failure severity (6.8/10 vs 7.1/10), making it the statistically safer choice of the two — though both agents have documented critical incidents.

Reliability metrics for Claude Code and Codex
MetricClaude CodeCodex
Documented incidents495
Average severity7.16.8
Critical111
High192
Verified464

Severity at a glance

Claude Code
7.1high
Codex
6.8medium

Failure modes

Claude Code
Distribution of failure modes across all documented incidents.
Codex
Distribution of failure modes across all documented incidents.

The incidents behind these numbers