Claude Cowork vs Windsurf

AI Agent Reliability Comparison

Claude Cowork

1
Incidents
10.0
Avg Severity
1
Critical
0
High

Top Failure Modes

Destructive Action 1

Worst Incident

STUPID-2026-0043 10/10
Claude Cowork deleted 15 years of family photos when asked only to tidy temporary Office files

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 Claude Cowork Windsurf
Total Incidents 1 1
Avg Severity 10.0/10 7.5/10
Critical Incidents 1 0
Top Failure Mode Destructive Action Ignored Instructions

Frequently Asked Questions

Is Claude Cowork or Windsurf more reliable?

Based on StupidLLM data, Claude Cowork has 1 documented failures (avg severity 10.0/10) while Windsurf has 1 (avg severity 7.5/10). Windsurf shows better reliability based on average severity scores.

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

Claude Cowork's most common failure mode is destructive action, while Windsurf most commonly fails via ignored instructions. Claude Cowork has 1 critical incidents vs Windsurf's 0.