Autogpt vs Windsurf

AI Agent Reliability Comparison

Autogpt

1
Incidents
2.9
Avg Severity
0
Critical
0
High

Top Failure Modes

Infinite Loop 1

Worst Incident

STUPID-2026-0010 2.9/10
AutoGPT spent $450 on API calls trying to build a todo app

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 Autogpt Windsurf
Total Incidents 1 1
Avg Severity 2.9/10 7.5/10
Critical Incidents 0 0
Top Failure Mode Infinite Loop Ignored Instructions

Frequently Asked Questions

Is Autogpt or Windsurf more reliable?

Based on StupidLLM data, Autogpt has 1 documented failures (avg severity 2.9/10) while Windsurf has 1 (avg severity 7.5/10). Autogpt shows better reliability based on average severity scores.

What are the main differences between Autogpt and Windsurf failures?

Autogpt's most common failure mode is infinite loop, while Windsurf most commonly fails via ignored instructions. Autogpt has 0 critical incidents vs Windsurf's 0.