CodeQL (GitHub) vs Originality.ai
Compare security AI Tools
CodeQL (GitHub)
Semantic code analysis engine used for code scanning queries and security research free for public repos and part of GitHub Advanced Security for private code.
Originality.ai
AI detection plagiarism scanning and fact checking for publishers agencies and SEO teams with API team controls and browser or CMS plugins.
Feature Tags Comparison
Only in CodeQL (GitHub)
Shared
Only in Originality.ai
Key Features
CodeQL (GitHub)
- • Free code scanning for public repositories on GitHub dot com
- • Advanced Security brings enterprise features for private repos
- • Declarative query language to model flows and data dependencies
- • Extensive query packs and libraries maintained by community
- • CI integrations with SARIF outputs for routing and dashboards
- • Variant analysis to find bug families across services
Originality.ai
- • AI writing detection with confidence scores and model aware updates to reflect current generation patterns and risks
- • Plagiarism scanning against the open web and indexed sources with shareable reports for clients and managers
- • Optional fact check pass that flags claims to verify with citations so editors focus effort where it matters most
- • Team management with seats roles and shared projects to keep oversight and accountability in place
- • API and full site scans for large catalogs enabling automated checks during CI or CMS workflows
- • Browser extension and WordPress plugin that check content where it is written to minimize copy paste friction
Use Cases
CodeQL (GitHub)
- → Gate pull requests with code scanning before merge
- → Build organization rulepacks based on past incidents
- → Run variant analysis to remove whole bug classes at once
- → Export SARIF to SIEM and dashboards for leadership views
- → Educate developers with precise fix examples in checks
- → Schedule repo wide scans to catch drift and regressions
Originality.ai
- → Screen drafts for AI writing before client delivery and attach reports
- → Run plagiarism checks on guest posts and submissions with exports
- → Automate pre publish checks in a CMS using the API
- → Audit existing catalogs with full site scans and prioritize fixes
- → Explain risks to clients and set sensible acceptance thresholds
- → Use fact check flags to verify statistics and claims
Perfect For
CodeQL (GitHub)
app sec engineers dev leads and platform teams that need explainable static analysis free for public repos and governed features for private code
Originality.ai
publishers agencies marketplaces and SEO teams that need scalable content verification with reports integrations and team governance
Capabilities
CodeQL (GitHub)
Originality.ai
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