Amazon Kiro vs Claude

AI Agent Reliability Comparison

Amazon Kiro

1
Incidents
10.0
Avg Severity
1
Critical
0
High

Top Failure Modes

Destructive Action 1

Worst Incident

STUPID-2026-0046 10/10
Amazon's Kiro agent deleted production, causing a 13-hour AWS outage and ~6.3M lost Amazon.com orders

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 Kiro Claude
Total Incidents 1 2
Avg Severity 10.0/10 1.8/10
Critical Incidents 1 0
Top Failure Mode Destructive Action Other

Frequently Asked Questions

Is Amazon Kiro or Claude more reliable?

Based on StupidLLM data, Amazon Kiro 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 Kiro and Claude failures?

Amazon Kiro's most common failure mode is destructive action, while Claude most commonly fails via other. Amazon Kiro has 1 critical incidents vs Claude's 0.