Autogpt vs Gemini Cli
AI Agent Reliability Comparison
According to StupidLLM's incident database of 64 documented AI agent failures, Autogpt has 1 incidents (avg severity 2.9/10) while Gemini Cli has 3 (avg severity 10.0/10). Here's how these two AI coding agents compare on reliability, failure modes, and real-world risk.
Autogpt
Top Failure Modes
Worst Incident
STUPID-2026-0010 2.9/10Gemini Cli
Top Failure Modes
Worst Incident
STUPID-2026-0027 10/10Comparison 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's incident database, 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.
Which has more critical-severity failures?
Gemini Cli has more critical failures (3 vs 0), indicating a higher likelihood of severe, production-impacting incidents.
What is the most dangerous failure mode for Autogpt?
Autogpt's most frequent failure mode is infinite loop — its worst documented incident (STUPID-2026-0010) was rated 2.9/10 severity. Understanding these failure patterns helps teams decide whether Autogpt is safe for their specific use case.
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.
Should I use Autogpt or Gemini Cli for production code?
Based on StupidLLM's reliability data, Autogpt has a lower average failure severity (2.9/10 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?
Autogpt has 1 verified incidents out of 1 total, while Gemini Cli has 3 verified out of 3. 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 Autogpt compare to other AI agents?
StupidLLM tracks 27 AI coding agents. Autogpt has 1 documented failures — placing it among the more reliable agents tracked. See the full comparison matrix for context against all tracked agents.
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.