Amazon Kiro
1
Incidents
10.0
Avg Severity
1
Critical
0
High
Top Failure Modes
Destructive Action
1
Worst Incident
STUPID-2026-0046 10/10Amazon's Kiro agent deleted production, causing a 13-hour AWS outage and ~6.3M lost Amazon.com orders
Multiple Llms
3
Incidents
3.8
Avg Severity
0
Critical
0
High
Top Failure Modes
Hallucination
3
Worst Incident
STUPID-2026-0033 6.4/10Slopsquatting: LLMs hallucinate package names attackers pre-register (react-codeshift, unused-imports)
Comparison Summary
| Metric | Amazon Kiro | Multiple Llms |
|---|---|---|
| Total Incidents | 1 | 3 |
| Avg Severity | 10.0/10 | 3.8/10 |
| Critical Incidents | 1 | 0 |
| Top Failure Mode | Destructive Action | Hallucination |
Frequently Asked Questions
Is Amazon Kiro or Multiple Llms more reliable?
Based on StupidLLM data, Amazon Kiro has 1 documented failures (avg severity 10.0/10) while Multiple Llms has 3 (avg severity 3.8/10). Multiple Llms shows better reliability based on average severity scores.
What are the main differences between Amazon Kiro and Multiple Llms failures?
Amazon Kiro's most common failure mode is destructive action, while Multiple Llms most commonly fails via hallucination. Amazon Kiro has 1 critical incidents vs Multiple Llms's 0.