Multiple Agents vs Windsurf

AI Agent Reliability Comparison

Multiple Agents

5
Incidents
4.8
Avg Severity
1
Critical
0
High

Top Failure Modes

Other 2
Infinite Loop 1
Logic Error 1

Worst Incident

STUPID-2026-0032 10/10
Scan of 5,600 vibe-coded apps found 2,000+ high-impact vulns, 400+ exposed secrets, PII leaks

Windsurf

1
Incidents
7.5
Avg Severity
0
Critical
1
High

Top Failure Modes

Ignored Instructions 1

Worst Incident

STUPID-2026-0007 7.5/10
Windsurf ignored .gitignore and committed node_modules and .env

Comparison Summary

Metric Multiple Agents Windsurf
Total Incidents 5 1
Avg Severity 4.8/10 7.5/10
Critical Incidents 1 0
Top Failure Mode Other Ignored Instructions

Frequently Asked Questions

Is Multiple Agents or Windsurf more reliable?

Based on StupidLLM data, Multiple Agents has 5 documented failures (avg severity 4.8/10) while Windsurf has 1 (avg severity 7.5/10). Multiple Agents shows better reliability based on average severity scores.

What are the main differences between Multiple Agents and Windsurf failures?

Multiple Agents's most common failure mode is other, while Windsurf most commonly fails via ignored instructions. Multiple Agents has 1 critical incidents vs Windsurf's 0.