CodeQL vs. Constellation Comparison


CodeQL GitHub	Constellation ShiftinBits Inc	+	+
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About Discover vulnerabilities across a codebase with CodeQL, our industry-leading semantic code analysis engine. CodeQL lets you query code as though it were data. Write a query to find all variants of a vulnerability, eradicating it forever. Then share your query to help others do the same. CodeQL is free for research and open source. Run real queries on popular open source codebases using CodeQL for Visual Studio Code. See how powerful it is to discover a bad pattern and then find similar occurrences across the entire codebase. You can create CodeQL databases yourself for any project that's under an OSI-approved open source license. GitHub CodeQL can only be used on codebases that are released under an OSI-approved open source license, to perform academic research, or to generate CodeQL databases for or during automated analysis. Download and add the project’s CodeQL database to VS Code, or create a CodeQL database using the CodeQL CLI.	About Graph-backed code intelligence for your AI assistant. Constellation turns your codebase into a queryable knowledge graph, giving AI assistants the structural understanding they need to reason about real software — not just the plain text. Why Constellation? Text search tells you where a string appears, everywhere that string appears. Constellation tells you the exact location of the symbol in question, what it means, what calls it, and what breaks if you change it. Before your assistant edits a function, it can ask: - Where is this defined, and where is it used across the codebase? - What's the blast radius of this change? - Which modules have circular dependencies or dead code? - How does data flow through the call graph? Answers come from a semantic graph, not a grep loop. One Tool, Countless Capabilities A single `code_intel` tool exposes a rich JavaScript API as a "Code Mode" tool, allowing AI agents to craft complex composite queries.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers searching for a solution to find vulnerabilities across their codebase	Audience Small-to-large enterprise organizations implementing AI-driven development practices and tooling.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $29.99/month Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information GitHub Founded: 2008 United States codeql.github.com	Company Information ShiftinBits Inc Founded: 2025 United States shiftinbits.com
Alternatives Codacy	Alternatives Symvanta
Dependabot GitHub	Graphify
GitHub Advanced Security GitHub	Maguyva
The Code Registry	Constellation TMS TranzAct Technologies
Opengrep View All	Centaurus View All
Categories Static Code Analysis Supported	Categories AI Development Supported

Integrations Claude Not Supported Claude Code Not Supported Codex CLI Not Supported Cursor Not Supported Earthly Lunar Supported Gemini CLI Not Supported GitHub Supported GitHub Actions Not Supported GitLab Not Supported Java Supported Kilo Code Not Supported Model Context Protocol (MCP) Not Supported OpenCode Not Supported Opsera Supported Visual Studio Code Supported Show More Integrations View All 5 Integrations	Integrations Claude Supported Claude Code Supported Codex CLI Supported Cursor Supported Earthly Lunar Not Supported Gemini CLI Supported GitHub Not Supported GitHub Actions Supported GitLab Supported Java Not Supported Kilo Code Supported Model Context Protocol (MCP) Supported OpenCode Supported Opsera Not Supported Visual Studio Code Not Supported Show More Integrations View All 10 Integrations
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