Gemini Cli vs Sakana Ai Scientist
AI Agent Reliability Comparison
According to StupidLLM's incident database of 64 documented AI agent failures, Gemini Cli has 3 incidents (avg severity 10.0/10) while Sakana Ai Scientist has 1 (avg severity 2.0/10).
Gemini Cli
Top Failure Modes
Comparison Summary
| Metric | Gemini Cli | Sakana Ai Scientist |
|---|---|---|
| Total Incidents | 3 | 1 |
| Avg Severity | 10.0/10 | 2.0/10 |
| Critical | 3 | 0 |
| Verified | 3 | 1 |
| Top Failure Mode | Security Vulnerability | Ignored Instructions |
Frequently Asked Questions
Is Gemini Cli or Sakana Ai Scientist more reliable?
Based on StupidLLM's incident database, Gemini Cli has 3 documented failures (avg severity 10.0/10) while Sakana Ai Scientist has 1 (avg severity 2.0/10). Sakana Ai Scientist shows better reliability.
What are the main differences between Gemini Cli and Sakana Ai Scientist failures?
Gemini Cli's most common failure mode is Security Vulnerability, while Sakana Ai Scientist most commonly fails via Ignored Instructions. Gemini Cli has 3 critical incidents vs Sakana Ai Scientist's 0.
Which has more critical-severity failures?
Gemini Cli has more critical failures (3 vs 0), indicating a higher likelihood of severe, production-impacting incidents.
Should I use Gemini Cli or Sakana Ai Scientist for production code?
Sakana Ai Scientist has a lower average failure severity (2.0/10 vs 10.0/10), 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?
Gemini Cli has 3 verified incidents out of 3 total, while Sakana Ai Scientist has 1 verified out of 1. Verified incidents are confirmed against source evidence.