Multiple Llms vs Windsurf
AI Agent Reliability Comparison
According to StupidLLM's incident database of 64 documented AI agent failures, Multiple Llms has 3 incidents (avg severity 3.8/10) while Windsurf has 1 (avg severity 7.5/10).
Comparison Summary
| Metric | Multiple Llms | Windsurf |
|---|---|---|
| Total Incidents | 3 | 1 |
| Avg Severity | 3.8/10 | 7.5/10 |
| Critical | 0 | 0 |
| Verified | 3 | 1 |
| Top Failure Mode | Hallucination | Ignored Instructions |
Frequently Asked Questions
Is Multiple Llms or Windsurf more reliable?
Based on StupidLLM's incident database, Multiple Llms has 3 documented failures (avg severity 3.8/10) while Windsurf has 1 (avg severity 7.5/10). Multiple Llms shows better reliability.
What are the main differences between Multiple Llms and Windsurf failures?
Multiple Llms's most common failure mode is Hallucination, while Windsurf most commonly fails via Ignored Instructions. Multiple Llms has 0 critical incidents vs Windsurf's 0.
Which has more critical-severity failures?
Both Multiple Llms and Windsurf have 0 critical-severity incidents.
Should I use Multiple Llms or Windsurf for production code?
Multiple Llms has a lower average failure severity (3.8/10 vs 7.5/10), making it the statistically safer choice for production environments. However, both agents have documented critical incidents — no AI coding agent is risk-free.
How many verified incidents does each agent have?
Multiple Llms has 3 verified incidents out of 3 total, while Windsurf has 1 verified out of 1. Verified incidents are confirmed against source evidence.