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Claude Code vs Windsurf

AI Agent Reliability Comparison

Claude Code

4
Incidents
6.8
Avg Severity
1
Critical
2
High

Top Failure Modes

Security Vulnerability 2
Destructive Action 1
Hallucination 1

Windsurf

1
Incidents
7.5
Avg Severity
0
Critical
1
High

Top Failure Modes

Ignored Instructions 1

Comparison Summary

Metric Claude Code Windsurf
Total Incidents 4 1
Avg Severity 6.8/10 7.5/10
Critical Incidents 1 0
Top Failure Mode Security Vulnerability Ignored Instructions

Frequently Asked Questions

Is Claude Code or Windsurf more reliable?

Based on StupidLLM data, Claude Code has 4 documented failures (avg severity 6.8/10) while Windsurf has 1 (avg severity 7.5/10). Claude Code shows better reliability based on average severity scores.

What are the main differences between Claude Code and Windsurf failures?

Claude Code's most common failure mode is security vulnerability, while Windsurf most commonly fails via ignored instructions. Claude Code has 1 critical incidents vs Windsurf's 0.