Claude Cowork vs Devin
AI Agent Reliability Comparison
According to StupidLLM's incident database of 64 documented AI agent failures, Claude Cowork has 1 incidents (avg severity 10.0/10) while Devin has 12 (avg severity 4.9/10). Here's how these two AI coding agents compare on reliability, failure modes, and real-world risk.
Claude Cowork
Top Failure Modes
Worst Incident
STUPID-2026-0043 10/10Devin
Top Failure Modes
Worst Incident
STUPID-2026-0001 10/10Comparison Summary
| Metric | Claude Cowork | Devin |
|---|---|---|
| Total Incidents | 1 | 12 |
| Avg Severity | 10.0/10 | 4.9/10 |
| Critical Incidents | 1 | 3 |
| Top Failure Mode | Destructive Action | Scope Explosion |
Frequently Asked Questions
Is Claude Cowork or Devin more reliable?
Based on StupidLLM's incident database, Claude Cowork has 1 documented failures (avg severity 10.0/10) while Devin has 12 (avg severity 4.9/10). Devin shows better reliability based on average severity scores.
What are the main differences between Claude Cowork and Devin failures?
Claude Cowork's most common failure mode is destructive action, while Devin most commonly fails via scope explosion. Claude Cowork has 1 critical incidents vs Devin's 3.
Which has more critical-severity failures?
Devin has more critical failures (3 vs 1), indicating a higher likelihood of severe, production-impacting incidents.
What is the most dangerous failure mode for Claude Cowork?
Claude Cowork's most frequent failure mode is destructive action — its worst documented incident (STUPID-2026-0043) was rated 10/10 severity. Understanding these failure patterns helps teams decide whether Claude Cowork is safe for their specific use case.
What is the most dangerous failure mode for Devin?
Devin's most frequent failure mode is scope explosion — its worst documented incident (STUPID-2026-0001) was rated 10/10 severity. Understanding these failure patterns helps teams decide whether Devin is safe for their specific use case.
Should I use Claude Cowork or Devin for production code?
Based on StupidLLM's reliability data, Devin has a lower average failure severity (4.9/10 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?
Claude Cowork has 1 verified incidents out of 1 total, while Devin has 12 verified out of 12. Verified incidents are confirmed against source evidence (GitHub PRs, bug reports, news articles), making them the most reliable data points in StupidLLM's database.
How does Claude Cowork compare to other AI agents?
StupidLLM tracks 27 AI coding agents. Claude Cowork has 1 documented failures — placing it among the higher-risk agents in the database. See the full comparison matrix for context against all tracked agents.
How does Devin compare to other AI agents?
StupidLLM tracks 27 AI coding agents. Devin has 12 documented failures — placing it in the mid-range for reliability. See the full comparison matrix for context against all tracked agents.