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