Aider vs Sakana Ai Scientist
AI Agent Reliability Comparison
According to StupidLLM's incident database of 64 documented AI agent failures, Aider has 1 incidents (avg severity 6.3/10) while Sakana Ai Scientist has 1 (avg severity 2.0/10).
Comparison Summary
| Metric | Aider | Sakana Ai Scientist |
|---|---|---|
| Total Incidents | 1 | 1 |
| Avg Severity | 6.3/10 | 2.0/10 |
| Critical | 0 | 0 |
| Verified | 1 | 1 |
| Top Failure Mode | Wrong File | Ignored Instructions |
Frequently Asked Questions
Is Aider or Sakana Ai Scientist more reliable?
Based on StupidLLM's incident database, Aider has 1 documented failures (avg severity 6.3/10) while Sakana Ai Scientist has 1 (avg severity 2.0/10). Sakana Ai Scientist shows better reliability.
What are the main differences between Aider and Sakana Ai Scientist failures?
Aider's most common failure mode is Wrong File, while Sakana Ai Scientist most commonly fails via Ignored Instructions. Aider has 0 critical incidents vs Sakana Ai Scientist's 0.
Which has more critical-severity failures?
Both Aider and Sakana Ai Scientist have 0 critical-severity incidents.
Should I use Aider or Sakana Ai Scientist for production code?
Sakana Ai Scientist has a lower average failure severity (2.0/10 vs 6.3/10), 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?
Aider 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.