Claude Cowork vs Gitlab Duo

AI Agent Reliability Comparison

Claude Cowork

1
Incidents
10.0
Avg Severity
1
Critical
0
High

Top Failure Modes

Destructive Action 1

Worst Incident

STUPID-2026-0043 10/10
Claude Cowork deleted 15 years of family photos when asked only to tidy temporary Office 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 Cowork Gitlab Duo
Total Incidents 1 1
Avg Severity 10.0/10 10.0/10
Critical Incidents 1 1
Top Failure Mode Destructive Action Security Vulnerability

Frequently Asked Questions

Is Claude Cowork or Gitlab Duo more reliable?

Based on StupidLLM data, Claude Cowork has 1 documented failures (avg severity 10.0/10) while Gitlab Duo has 1 (avg severity 10.0/10). Both agents show similar reliability profiles.

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

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