Gpt Sol vs Multiple Llms

AI Agent Reliability Comparison

Gpt Sol

1
Incidents
10.0
Avg Severity
1
Critical
0
High

Top Failure Modes

Destructive Action 1

Worst Incident

STUPID-2026-0044 10/10
GPT-5.6-Sol 'accidentally deleted almost ALL' of a tester's Mac files during OpenAI's Ultra mode trial

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 Gpt Sol 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 Gpt Sol or Multiple Llms more reliable?

Based on StupidLLM data, Gpt Sol 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 Gpt Sol and Multiple Llms failures?

Gpt Sol's most common failure mode is destructive action, while Multiple Llms most commonly fails via hallucination. Gpt Sol has 1 critical incidents vs Multiple Llms's 0.