Replit vs Sakana Ai Scientist

AI Agent Reliability Comparison

According to StupidLLM's incident database of 64 documented AI agent failures, Replit has 1 incidents (avg severity 10.0/10) while Sakana Ai Scientist has 1 (avg severity 2.0/10).

Replit

1
Incidents
10.0
Avg Severity
1
Critical
0
High

Top Failure Modes

Destructive Action1

Sakana Ai Scientist

1
Incidents
2.0
Avg Severity
0
Critical
0
High

Top Failure Modes

Ignored Instructions1

Comparison Summary

MetricReplitSakana Ai Scientist
Total Incidents11
Avg Severity10.0/102.0/10
Critical10
Verified11
Top Failure ModeDestructive ActionIgnored Instructions

Frequently Asked Questions

Is Replit or Sakana Ai Scientist more reliable?

Based on StupidLLM's incident database, Replit 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 Replit and Sakana Ai Scientist failures?

Replit's most common failure mode is Destructive Action, while Sakana Ai Scientist most commonly fails via Ignored Instructions. Replit has 1 critical incidents vs Sakana Ai Scientist's 0.

Which has more critical-severity failures?

Replit has more critical failures (1 vs 0), indicating a higher likelihood of severe, production-impacting incidents.

Should I use Replit 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?

Replit 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.