Cursor vs Gitlab Duo
AI Agent Reliability Comparison
According to StupidLLM's incident database of 64 documented AI agent failures, Cursor has 5 incidents (avg severity 6.1/10) 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.
Cursor
Top Failure Modes
Worst Incident
STUPID-2026-0029 10/10Gitlab Duo
Top Failure Modes
Worst Incident
STUPID-2026-0061 10/10Comparison Summary
| Metric | Cursor | Gitlab Duo |
|---|---|---|
| Total Incidents | 5 | 1 |
| Avg Severity | 6.1/10 | 10.0/10 |
| Critical Incidents | 2 | 1 |
| Top Failure Mode | Security Vulnerability | Security Vulnerability |
Frequently Asked Questions
Is Cursor or Gitlab Duo more reliable?
Based on StupidLLM's incident database, Cursor has 5 documented failures (avg severity 6.1/10) while Gitlab Duo has 1 (avg severity 10.0/10). Cursor shows better reliability based on average severity scores.
What are the main differences between Cursor and Gitlab Duo failures?
Cursor's most common failure mode is security vulnerability, while Gitlab Duo most commonly fails via security vulnerability. Cursor has 2 critical incidents vs Gitlab Duo's 1.
Which has more critical-severity failures?
Cursor has more critical failures (2 vs 1), indicating a higher likelihood of severe, production-impacting incidents.
What is the most dangerous failure mode for Cursor?
Cursor's most frequent failure mode is security vulnerability — its worst documented incident (STUPID-2026-0029) was rated 10/10 severity. Understanding these failure patterns helps teams decide whether Cursor 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 Cursor or Gitlab Duo for production code?
Based on StupidLLM's reliability data, Cursor has a lower average failure severity (6.1/10 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?
Cursor has 5 verified incidents out of 5 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 Cursor compare to other AI agents?
StupidLLM tracks 27 AI coding agents. Cursor has 5 documented failures — placing it in the mid-range for reliability. 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.