Amazon Q vs Claude Code

AI Agent Reliability Comparison

Amazon Q

1
Incidents
10.0
Avg Severity
1
Critical
0
High

Top Failure Modes

Security Vulnerability 1

Worst Incident

STUPID-2026-0035 10/10
Hacker slipped a data-wiping prompt into Amazon Q's VS Code extension, shipped to ~1M installs

Claude Code

8
Incidents
6.4
Avg Severity
3
Critical
2
High

Top Failure Modes

Destructive Action 3
Other 2
Security Vulnerability 2

Worst Incident

STUPID-2026-0003 10/10
Claude Code ran rm -rf on test fixtures thinking they were temp files

Comparison Summary

Metric Amazon Q Claude Code
Total Incidents 1 8
Avg Severity 10.0/10 6.4/10
Critical Incidents 1 3
Top Failure Mode Security Vulnerability Destructive Action

Frequently Asked Questions

Is Amazon Q or Claude Code more reliable?

Based on StupidLLM data, Amazon Q has 1 documented failures (avg severity 10.0/10) while Claude Code has 8 (avg severity 6.4/10). Claude Code shows better reliability based on average severity scores.

What are the main differences between Amazon Q and Claude Code failures?

Amazon Q's most common failure mode is security vulnerability, while Claude Code most commonly fails via destructive action. Amazon Q has 1 critical incidents vs Claude Code's 3.