Multiple Llms

AI Agent Reliability Report

3.8

Avg Severity /10

Total Incidents

Critical

High

Failure Modes

Hallucination 3

Root Causes

Confidence Miscalibration 2

Training Data Gap 1

Frequently Asked Questions

Is Multiple Llms reliable?

Based on 3 documented incidents, Multiple Llms has an average failure severity of 3.8/10. 0 incidents were rated critical and 0 were rated high severity. Common failure modes include hallucination.

What are the most common Multiple Llms failures?

The most frequently documented Multiple Llms failure modes are: hallucination (3 incidents). These failures range from low to high severity.

How many Multiple Llms AI failures have been documented?

StupidLLM has documented 3 Multiple Llms AI agent failures. Each incident is severity-scored on a 0-10 scale, verified against source evidence, and categorized by failure mode and root cause.

All Multiple Llms Incidents

STUPID-2026-0033 6.4/10 MEDIUM hallucination Verified