Amazon Ai Agent
1
Incidents
8.4
Avg Severity
0
Critical
1
High
Top Failure Modes
Logic Error
1
Worst Incident
STUPID-2026-0020 8.4/10Amazon AI coding agent mistake blamed on human employees
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 Ai Agent | Multiple Llms |
|---|---|---|
| Total Incidents | 1 | 3 |
| Avg Severity | 8.4/10 | 3.8/10 |
| Critical Incidents | 0 | 0 |
| Top Failure Mode | Logic Error | Hallucination |
Frequently Asked Questions
Is Amazon Ai Agent or Multiple Llms more reliable?
Based on StupidLLM data, Amazon Ai Agent has 1 documented failures (avg severity 8.4/10) 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 Ai Agent and Multiple Llms failures?
Amazon Ai Agent's most common failure mode is logic error, while Multiple Llms most commonly fails via hallucination. Amazon Ai Agent has 0 critical incidents vs Multiple Llms's 0.