Gemini Cli vs Windsurf

AI Agent Reliability Comparison

Gemini Cli

3
Incidents
10.0
Avg Severity
3
Critical
0
High

Top Failure Modes

Security Vulnerability 1
Scope Explosion 1
Destructive Action 1

Worst Incident

STUPID-2026-0027 10/10
Gemini CLI silently executed arbitrary code from an untrusted repo (CVE-2026-12537, CVSS 10.0)

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 Gemini Cli Windsurf
Total Incidents 3 1
Avg Severity 10.0/10 7.5/10
Critical Incidents 3 0
Top Failure Mode Security Vulnerability Ignored Instructions

Frequently Asked Questions

Is Gemini Cli or Windsurf more reliable?

Based on StupidLLM data, Gemini Cli has 3 documented failures (avg severity 10.0/10) while Windsurf has 1 (avg severity 7.5/10). Windsurf shows better reliability based on average severity scores.

What are the main differences between Gemini Cli and Windsurf failures?

Gemini Cli's most common failure mode is security vulnerability, while Windsurf most commonly fails via ignored instructions. Gemini Cli has 3 critical incidents vs Windsurf's 0.