A cloud-based autonomous coding agent. Takes tickets via Slack or web app and delivers pull requests from a sandboxed environment.
A terminal-based AI coding agent. Works inside your local environment with live access to your repo, shell, and git.
Claude Code beats Devin on every rubric dimension tested, and it wins outright unless your task is a multi-hour autonomous run you truly cannot supervise.
Devin and Claude Code are AI coding agents. Both ran the same tasks, including a rate-limiter ticket and multi-file context tests, then scored on five dimensions from 1 to 5. Verdict as of August 2026.
Pick in 10 seconds
- ✓Your team reviews PRs asynchronously with spare capacity
- ✓You need multi-hour autonomous runs without supervision
- ✓You prefer handing off tickets via Slack or web app
- ✓You want the agent working in your real environment
- ✓You need mid-task visibility and failure transparency
- ✓You prefer terminal-based workflows with live feedback
Round by round
Output reliability
Claude CodeClaude Code catches its own failures; Devin reports success from an isolated sandbox.
- →Devin's rate-limiter PR passed its own tests but used a config key that did not exist in the repo
- →Claude Code ran the real test suite in-terminal and fixed a failure before claiming done
Workflow fit
Claude CodeClaude Code fits terminal-first teams; Devin suits async PR review queues.
- →Devin runs as a cloud agent, review happens after the fact on a PR built without observation
- →Claude Code uses your existing git, shell, and editor for live pairing
Context handling
Claude CodeClaude Code's live repo access beats Devin's point-in-time snapshot.
- →Devin missed a shared utility in a fourth file that the test suite imported
- →Claude Code found it by running a real grep across the working tree
Learning curve vs. payoff
Claude CodeClaude Code pays back in the first session; Devin needs days of calibration.
- →Claude Code needs a terminal and an API key, payoff starts immediately
- →Devin required two afternoons of calibration before trusting it past one-file fixes
Failure transparency
Claude CodeClaude Code shows failures mid-task; Devin closes PRs as ready when they are not.
- →Devin closes PRs as ready, gaps found only in review
- →Claude Code errors show in the terminal transcript before it claims victory