Gemini Cli vs Multiple Agents
AI Agent Reliability Comparison
According to StupidLLM's incident database of 64 documented AI agent failures, Gemini Cli has 3 incidents (avg severity 10.0/10) while Multiple Agents has 5 (avg severity 4.8/10). Here's how these two AI coding agents compare on reliability, failure modes, and real-world risk.
Gemini Cli
Top Failure Modes
Worst Incident
STUPID-2026-0027 10/10Multiple Agents
Top Failure Modes
Worst Incident
STUPID-2026-0032 10/10Comparison Summary
| Metric | Gemini Cli | Multiple Agents |
|---|---|---|
| Total Incidents | 3 | 5 |
| Avg Severity | 10.0/10 | 4.8/10 |
| Critical Incidents | 3 | 1 |
| Top Failure Mode | Security Vulnerability | Other |
Frequently Asked Questions
Is Gemini Cli or Multiple Agents more reliable?
Based on StupidLLM's incident database, Gemini Cli has 3 documented failures (avg severity 10.0/10) while Multiple Agents has 5 (avg severity 4.8/10). Multiple Agents shows better reliability based on average severity scores.
What are the main differences between Gemini Cli and Multiple Agents failures?
Gemini Cli's most common failure mode is security vulnerability, while Multiple Agents most commonly fails via other. Gemini Cli has 3 critical incidents vs Multiple Agents's 1.
Which has more critical-severity failures?
Gemini Cli has more critical failures (3 vs 1), indicating a higher likelihood of severe, production-impacting incidents.
What is the most dangerous failure mode for Gemini Cli?
Gemini Cli's most frequent failure mode is security vulnerability — its worst documented incident (STUPID-2026-0027) was rated 10/10 severity. Understanding these failure patterns helps teams decide whether Gemini Cli is safe for their specific use case.
What is the most dangerous failure mode for Multiple Agents?
Multiple Agents's most frequent failure mode is other — its worst documented incident (STUPID-2026-0032) was rated 10/10 severity. Understanding these failure patterns helps teams decide whether Multiple Agents is safe for their specific use case.
Should I use Gemini Cli or Multiple Agents for production code?
Based on StupidLLM's reliability data, Multiple Agents has a lower average failure severity (4.8/10 vs 10.0/10), making it the statistically safer choice for production environments. However, both agents have documented critical incidents — no AI coding agent is risk-free.
How many verified incidents does each agent have?
Gemini Cli has 3 verified incidents out of 3 total, while Multiple Agents has 5 verified out of 5. Verified incidents are confirmed against source evidence (GitHub PRs, bug reports, news articles), making them the most reliable data points in StupidLLM's database.
How does Gemini Cli compare to other AI agents?
StupidLLM tracks 27 AI coding agents. Gemini Cli has 3 documented failures — placing it among the higher-risk agents in the database. See the full comparison matrix for context against all tracked agents.
How does Multiple Agents compare to other AI agents?
StupidLLM tracks 27 AI coding agents. Multiple Agents has 5 documented failures — placing it in the mid-range for reliability. See the full comparison matrix for context against all tracked agents.