Gemini Cli vs Multiple Llms

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)

Multiple Llms

3
Incidents
3.8
Avg Severity
0
Critical
0
High

Top Failure Modes

Hallucination 3

Worst Incident

STUPID-2026-0033 6.4/10
Slopsquatting: LLMs hallucinate package names attackers pre-register (react-codeshift, unused-imports)

Comparison Summary

Metric Gemini Cli Multiple Llms
Total Incidents 3 3
Avg Severity 10.0/10 3.8/10
Critical Incidents 3 0
Top Failure Mode Security Vulnerability Hallucination

Frequently Asked Questions

Is Gemini Cli or Multiple Llms more reliable?

Based on StupidLLM data, Gemini Cli has 3 documented failures (avg severity 10.0/10) while Multiple Llms has 3 (avg severity 3.8/10). Multiple Llms shows better reliability based on average severity scores.

What are the main differences between Gemini Cli and Multiple Llms failures?

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