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)
Salesforce Agentforce
1
Incidents
3.3
Avg Severity
0
Critical
0
High
Top Failure Modes
Other
1
Worst Incident
STUPID-2026-0062 3.3/10Salesforce Agentforce hit a 77% B2B failure rate — and Salesforce admitted it was 'more confident than we should have been'
Comparison Summary
| Metric | Multiple Llms | Salesforce Agentforce |
|---|---|---|
| Total Incidents | 3 | 1 |
| Avg Severity | 3.8/10 | 3.3/10 |
| Critical Incidents | 0 | 0 |
| Top Failure Mode | Hallucination | Other |
Frequently Asked Questions
Is Multiple Llms or Salesforce Agentforce more reliable?
Based on StupidLLM data, Multiple Llms has 3 documented failures (avg severity 3.8/10) while Salesforce Agentforce has 1 (avg severity 3.3/10). Salesforce Agentforce shows better reliability based on average severity scores.
What are the main differences between Multiple Llms and Salesforce Agentforce failures?
Multiple Llms's most common failure mode is hallucination, while Salesforce Agentforce most commonly fails via other. Multiple Llms has 0 critical incidents vs Salesforce Agentforce's 0.