Manus vs Multiple Llms

AI Agent Reliability Comparison

Manus

1
Incidents
7.5
Avg Severity
0
Critical
1
High

Top Failure Modes

Security Vulnerability 1

Worst Incident

STUPID-2026-0063 7.5/10
Manus AI leaked its own system prompt when a user simply asked it to read its internal directory

Multiple Llms

3
Incidents
3.8
Avg Severity
0
Critical
0
High

Top Failure Modes

Hallucination 3

Worst Incident

STUPID-2026-0033 6.4/10
Slopsquatting: LLMs hallucinate package names attackers pre-register (react-codeshift, unused-imports)

Comparison Summary

Metric Manus Multiple Llms
Total Incidents 1 3
Avg Severity 7.5/10 3.8/10
Critical Incidents 0 0
Top Failure Mode Security Vulnerability Hallucination

Frequently Asked Questions

Is Manus or Multiple Llms more reliable?

Based on StupidLLM data, Manus has 1 documented failures (avg severity 7.5/10) 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 Manus and Multiple Llms failures?

Manus's most common failure mode is security vulnerability, while Multiple Llms most commonly fails via hallucination. Manus has 0 critical incidents vs Multiple Llms's 0.