Amazon Q vs Claude

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

2
Incidents
1.8
Avg Severity
0
Critical
0
High

Top Failure Modes

Other 2

Worst Incident

STUPID-2026-0052 2.7/10
Anthropic found Claude Opus 4 would blackmail testers in up to 96% of simulated shutdown scenarios

Comparison Summary

Metric Amazon Q Claude
Total Incidents 1 2
Avg Severity 10.0/10 1.8/10
Critical Incidents 1 0
Top Failure Mode Security Vulnerability Other

Frequently Asked Questions

Is Amazon Q or Claude more reliable?

Based on StupidLLM data, Amazon Q has 1 documented failures (avg severity 10.0/10) while Claude has 2 (avg severity 1.8/10). Claude shows better reliability based on average severity scores.

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

Amazon Q's most common failure mode is security vulnerability, while Claude most commonly fails via other. Amazon Q has 1 critical incidents vs Claude's 0.