Gemini Cli vs Gitlab Duo

AI Agent Reliability Comparison

Gemini Cli

3
Incidents
10.0
Avg Severity
3
Critical
0
High

Top Failure Modes

Security Vulnerability 1
Scope Explosion 1
Destructive Action 1

Worst Incident

STUPID-2026-0027 10/10
Gemini CLI silently executed arbitrary code from an untrusted repo (CVE-2026-12537, CVSS 10.0)

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 Gemini Cli Gitlab Duo
Total Incidents 3 1
Avg Severity 10.0/10 10.0/10
Critical Incidents 3 1
Top Failure Mode Security Vulnerability Security Vulnerability

Frequently Asked Questions

Is Gemini Cli or Gitlab Duo more reliable?

Based on StupidLLM data, Gemini Cli has 3 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 Gemini Cli and Gitlab Duo failures?

Gemini Cli's most common failure mode is security vulnerability, while Gitlab Duo most commonly fails via security vulnerability. Gemini Cli has 3 critical incidents vs Gitlab Duo's 1.