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)
Slack Ai
1
Incidents
10.0
Avg Severity
1
Critical
0
High
Top Failure Modes
Security Vulnerability
1
Worst Incident
STUPID-2026-0053 10/10Slack AI could be tricked into leaking private-channel data via indirect prompt injection
Comparison Summary
| Metric | Multiple Llms | Slack Ai |
|---|---|---|
| Total Incidents | 3 | 1 |
| Avg Severity | 3.8/10 | 10.0/10 |
| Critical Incidents | 0 | 1 |
| Top Failure Mode | Hallucination | Security Vulnerability |
Frequently Asked Questions
Is Multiple Llms or Slack Ai more reliable?
Based on StupidLLM data, Multiple Llms has 3 documented failures (avg severity 3.8/10) while Slack Ai has 1 (avg severity 10.0/10). Multiple Llms shows better reliability based on average severity scores.
What are the main differences between Multiple Llms and Slack Ai failures?
Multiple Llms's most common failure mode is hallucination, while Slack Ai most commonly fails via security vulnerability. Multiple Llms has 0 critical incidents vs Slack Ai's 1.