Autogpt vs Gitlab Duo

AI Agent Reliability Comparison

Autogpt

1
Incidents
2.9
Avg Severity
0
Critical
0
High

Top Failure Modes

Infinite Loop 1

Worst Incident

STUPID-2026-0010 2.9/10
AutoGPT spent $450 on API calls trying to build a todo app

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 Autogpt Gitlab Duo
Total Incidents 1 1
Avg Severity 2.9/10 10.0/10
Critical Incidents 0 1
Top Failure Mode Infinite Loop Security Vulnerability

Frequently Asked Questions

Is Autogpt or Gitlab Duo more reliable?

Based on StupidLLM data, Autogpt has 1 documented failures (avg severity 2.9/10) while Gitlab Duo has 1 (avg severity 10.0/10). Autogpt shows better reliability based on average severity scores.

What are the main differences between Autogpt and Gitlab Duo failures?

Autogpt's most common failure mode is infinite loop, while Gitlab Duo most commonly fails via security vulnerability. Autogpt has 0 critical incidents vs Gitlab Duo's 1.