Head to head
Aider vs GitHub Copilot
Comparing 5 documented Aider incidents against 6 for GitHub Copilot.
What these records show
Aider has the lower average severity among the incidents collected here (4.0 vs 7.3 for Aider and GitHub Copilot, from 5 and 6 incidents). These records can't establish which agent is safer: counts reflect how widely each is used and how often people report failures, not a failure rate.
| Metric | Aider | GitHub Copilot |
|---|---|---|
| Documented incidents | 5 | 6 |
| Average severity | 4.0 | 7.3 |
| Critical | 0 | 0 |
| High | 0 | 5 |
| Source checked | 2 | 6 |
Severity at a glance
Aider
4.0
medium
GitHub Copilot
7.3
high
Failure modes
AiderDistribution of failure modes across all documented incidents.
GitHub CopilotDistribution of failure modes across all documented incidents.
The incidents behind these numbers
Aider
6.0Aider leaks model-provider API keys to child processes spawned via /run, /test, lint commands, and /git4.0Aider's headless `--message` mode silently swallows slash commands (`/model`, `/ask`, `/architect`) and exits 0 having done nothing4.0Aider exits with code 0 after a fatal API connection failure, masking hard failures as successful headless runs3.0Aider's unified-diff coder silently drops the partial-application warning when one hunk succeeds and another fails3.0Aider silently discards a model's correct diff response as "no tracked changes" when it guesses the wrong edit format
GitHub Copilot
8.0GitHub Copilot CLI ran arbitrary attacker commands via a nested bare git repository abusing core.fsmonitor (CVE-2026-45033)8.0GitHub Copilot suggested 2,702 valid secrets — 33% of extracted keys were real, live credentials8.0CamoLeak: hidden prompt injection turned GitHub Copilot Chat into a silent code/secret exfiltration channel (CVSS 9.6)8.0Rule Files Backdoor: hidden Unicode in config files made Copilot and Cursor emit malicious code7.0Copilot CLI's checkpoint restore ran git clean -fd and destroyed 1GB of evaluation data the agent never touched