Autogpt vs Gitlab Duo
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 Gitlab Duo has 1 (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 2.9/10Gitlab Duo
Top Failure Modes
Worst Incident
STUPID-2026-0061 10/10Comparison Summary
| Metric | Autogpt | Gitlab Duo |
|---|---|---|
| Total Incidents | 1 | 1 |
| Avg Severity | 2.9/10 | 10.0/10 |
| Critical Incidents | 0 | 1 |
| Top Failure Mode | Infinite Loop | Security Vulnerability |
Frequently Asked Questions
Is Autogpt or Gitlab Duo more reliable?
Based on StupidLLM's incident database, Autogpt has 1 documented failures (avg severity 2.9/10) while Gitlab Duo has 1 (avg severity 10.0/10). Autogpt shows better reliability based on average severity scores.
What are the main differences between Autogpt and Gitlab Duo failures?
Autogpt's most common failure mode is infinite loop, while Gitlab Duo most commonly fails via security vulnerability. Autogpt has 0 critical incidents vs Gitlab Duo's 1.
Which has more critical-severity failures?
Gitlab Duo has more critical failures (1 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 Gitlab Duo?
Gitlab Duo's most frequent failure mode is security vulnerability — its worst documented incident (STUPID-2026-0061) was rated 10/10 severity. Understanding these failure patterns helps teams decide whether Gitlab Duo is safe for their specific use case.
Should I use Autogpt or Gitlab Duo 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 Gitlab Duo has 1 verified out of 1. 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 Gitlab Duo compare to other AI agents?
StupidLLM tracks 27 AI coding agents. Gitlab Duo has 1 documented failures — placing it among the higher-risk agents in the database. See the full comparison matrix for context against all tracked agents.