Gemini Cli vs Manus

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)

Manus

1
Incidents
7.5
Avg Severity
0
Critical
1
High

Top Failure Modes

Security Vulnerability 1

Worst Incident

STUPID-2026-0063 7.5/10
Manus AI leaked its own system prompt when a user simply asked it to read its internal directory

Comparison Summary

Metric Gemini Cli Manus
Total Incidents 3 1
Avg Severity 10.0/10 7.5/10
Critical Incidents 3 0
Top Failure Mode Security Vulnerability Security Vulnerability

Frequently Asked Questions

Is Gemini Cli or Manus more reliable?

Based on StupidLLM data, Gemini Cli has 3 documented failures (avg severity 10.0/10) while Manus has 1 (avg severity 7.5/10). Manus shows better reliability based on average severity scores.

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

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