Claude Code vs Gitlab Duo

AI Agent Reliability Comparison

Claude Code

8
Incidents
6.4
Avg Severity
3
Critical
2
High

Top Failure Modes

Destructive Action 3
Other 2
Security Vulnerability 2

Worst Incident

STUPID-2026-0003 10/10
Claude Code ran rm -rf on test fixtures thinking they were temp files

Gitlab Duo

1
Incidents
10.0
Avg Severity
1
Critical
0
High

Top Failure Modes

Security Vulnerability 1

Worst Incident

STUPID-2026-0061 10/10
A hidden comment made GitLab Duo leak private source code and inject rogue HTML

Comparison Summary

Metric Claude Code Gitlab Duo
Total Incidents 8 1
Avg Severity 6.4/10 10.0/10
Critical Incidents 3 1
Top Failure Mode Destructive Action Security Vulnerability

Frequently Asked Questions

Is Claude Code or Gitlab Duo more reliable?

Based on StupidLLM data, Claude Code has 8 documented failures (avg severity 6.4/10) while Gitlab Duo has 1 (avg severity 10.0/10). Claude Code shows better reliability based on average severity scores.

What are the main differences between Claude Code and Gitlab Duo failures?

Claude Code's most common failure mode is destructive action, while Gitlab Duo most commonly fails via security vulnerability. Claude Code has 3 critical incidents vs Gitlab Duo's 1.