Autogpt
1
Incidents
2.9
Avg Severity
0
Critical
0
High
Top Failure Modes
Infinite Loop
1
Worst Incident
STUPID-2026-0010 2.9/10AutoGPT spent $450 on API calls trying to build a todo app
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 | Autogpt | Multiple Llms |
|---|---|---|
| Total Incidents | 1 | 3 |
| Avg Severity | 2.9/10 | 3.8/10 |
| Critical Incidents | 0 | 0 |
| Top Failure Mode | Infinite Loop | Hallucination |
Frequently Asked Questions
Is Autogpt or Multiple Llms more reliable?
Based on StupidLLM data, Autogpt has 1 documented failures (avg severity 2.9/10) while Multiple Llms has 3 (avg severity 3.8/10). Autogpt shows better reliability based on average severity scores.
What are the main differences between Autogpt and Multiple Llms failures?
Autogpt's most common failure mode is infinite loop, while Multiple Llms most commonly fails via hallucination. Autogpt has 0 critical incidents vs Multiple Llms's 0.