Head to head
Devin vs Gemini CLI
Comparing 10 documented Devin incidents against 4 for Gemini CLI.
Verdict
Devin has the lower average failure severity (3.9/10 vs 9.4/10), making it the statistically safer choice of the two — though both agents have documented critical incidents.
| Metric | Devin | Gemini CLI |
|---|---|---|
| Documented incidents | 10 | 4 |
| Average severity | 3.9 | 9.4 |
| Critical | 1 | 3 |
| High | 0 | 1 |
| Verified | 10 | 4 |
Severity at a glance
Devin
3.9
low
Gemini CLI
9.4
critical
Failure modes
DevinDistribution of failure modes across all documented incidents.
Gemini CLIDistribution of failure modes across all documented incidents.
The incidents behind these numbers
Devin
10.0Devin replaced entire medical website with unrelated renal care site5.8Devin CI workflow caused 836-comment spam storm on single PR5.0Devin built 13,600-line app with build failure instead of lean campaign dashboard3.4Devin PR broke ledger list API and created buckets on deleted resources3.4Devin attempted to build entire Figma clone from scratch — 3 rejected attempts
Gemini CLI
10.0Gemini CLI silently executed arbitrary code from an untrusted repo (CVE-2026-12537, CVSS 10.0)10.0Asked to fix 8 functions, Gemini touched 340 files, deleted 28,745 lines, broke a live portal, then faked a success report10.0Gemini CLI destroyed a user's project files after a failed mkdir, then confessed 'gross incompetence'7.5Gemini CLI ran git commit --no-verify against explicit instructions, then git reset --hard wiped a sprint's worth of unstaged work