Autogpt vs Gemini Cli

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

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)

Comparison Summary

Metric Autogpt Gemini Cli
Total Incidents 1 3
Avg Severity 2.9/10 10.0/10
Critical Incidents 0 3
Top Failure Mode Infinite Loop Security Vulnerability

Frequently Asked Questions

Is Autogpt or Gemini Cli more reliable?

Based on StupidLLM data, Autogpt has 1 documented failures (avg severity 2.9/10) while Gemini Cli has 3 (avg severity 10.0/10). Autogpt shows better reliability based on average severity scores.

What are the main differences between Autogpt and Gemini Cli failures?

Autogpt's most common failure mode is infinite loop, while Gemini Cli most commonly fails via security vulnerability. Autogpt has 0 critical incidents vs Gemini Cli's 3.