Cursor vs Windsurf

AI Agent Reliability Comparison

Cursor

5
Incidents
6.1
Avg Severity
2
Critical
0
High

Top Failure Modes

Security Vulnerability 1
Destructive Action 1
Infinite Loop 1

Worst Incident

STUPID-2026-0029 10/10
Malicious cloned repository triggered code execution in Cursor on Windows

Windsurf

1
Incidents
7.5
Avg Severity
0
Critical
1
High

Top Failure Modes

Ignored Instructions 1

Worst Incident

STUPID-2026-0007 7.5/10
Windsurf ignored .gitignore and committed node_modules and .env

Comparison Summary

Metric Cursor Windsurf
Total Incidents 5 1
Avg Severity 6.1/10 7.5/10
Critical Incidents 2 0
Top Failure Mode Security Vulnerability Ignored Instructions

Frequently Asked Questions

Is Cursor or Windsurf more reliable?

Based on StupidLLM data, Cursor has 5 documented failures (avg severity 6.1/10) while Windsurf has 1 (avg severity 7.5/10). Cursor shows better reliability based on average severity scores.

What are the main differences between Cursor and Windsurf failures?

Cursor's most common failure mode is security vulnerability, while Windsurf most commonly fails via ignored instructions. Cursor has 2 critical incidents vs Windsurf's 0.