Quick comparison # App Pricing Verified price Open source Platforms Verified facts Score 1 SonarQubeFree plan + paid $34/month (Team plan, up to 100k LOC) Yes Web, Self-hosted 4 of 4 83.8 2 SemgrepFree plan + paid $30 per contributor/month (Teams) Yes Web, Windows, macOS +1 5 of 5 64.8 3 SnykFree plan + paid $25 a month, billed monthly (Team) No Web, Windows, macOS +1 4 of 4 61.8 4 CodeQLFree plan + paid — No Windows, macOS, Linux 5 of 5 59.4 5 Aikido SecurityFree plan + paid $4,000 per assessment (typical) No Web 6 of 6 57.5
1 Best for: Teams that want quality gates for code quality and security on every pull request
Free plan + paid Open source Self-hostable Web, Self-hosted
Why switch from DeepSource
Long-established code quality and security analysis with a self-managed edition and broad language support.
Pros Combines code quality and security in one report Choice of cloud service or self-hosted server Free IDE extension for instant feedback Free for public open-source projectsCons Pricing scales with lines of code, which gets costly for large codebases Free private tier is limited to 50k lines of code Advanced security features are kept for higher tiersHow this score is calculated Editorial fit ×0.3 100
Reviews ×0.3 63
Clicks (90 days) ×0.15 100
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
2 Best for: Teams that want fast CI scans and easy-to-write custom rules
Free plan + paid Open source Web, Windows, macOS, Linux
Why switch from DeepSource
Fast open-source static analysis with easy custom rules, plus supply chain and secrets scanning in its platform.
Pros Rules are written in code-like patterns that are easy to read Open-source CLI runs anywhere, including locally Free edition covers small teams on the hosted platform SAST, dependency and secrets scanning in one productCons Cross-file analysis and Pro rules need the commercial engine Free edition is capped at 10 contributors Paid products are billed separately per contributorHow this score is calculated Editorial fit ×0.3 87
Reviews ×0.3 63
Clicks (90 days) ×0.15 0
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
3 Best for: Development teams that want dependency, code and container scanning in one place
Free plan + paid Web, Windows, macOS, Linux
Why switch from DeepSource
Developer security platform covering code, dependencies, containers and IaC, with deep IDE and repo integrations.
Pros Covers dependencies, code, containers and IaC together Works in the IDE, CLI, pull requests and CI Free plan includes every scannerCons Free plan has tight monthly test limits, such as 100 code tests Team plan caps at 10 developers before enterprise pricing Hosted service only, no self-managed edition on standard plansHow this score is calculated Editorial fit ×0.3 77
Reviews ×0.3 63
Clicks (90 days) ×0.15 0
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
4 Best for: Teams on GitHub and security researchers who want deep, query-based vulnerability hunting
Free plan + paid Windows, macOS, Linux
Why switch from DeepSource
GitHub's semantic code analysis engine, free for public repositories and built into GitHub code scanning.
Pros Deep data-flow and taint analysis across a whole codebase Custom queries let you find every variant of a known bug Built into GitHub code scanning with alerts on pull requests Free for public repositories and researchCons Private, commercial use requires a paid GitHub Code Security licence QL query language takes real effort to learn Compiled languages need a working build to create the databaseHow this score is calculated Editorial fit ×0.3 69
Reviews ×0.3 63
Clicks (90 days) ×0.15 0
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula
Verified facts 5 of 5 verified Free for open source Yes, and for research Checked Nov 8, 2026codeql.github.com(opens source in a new tab) Query library license MIT Checked Oct 29, 2026github.com(opens source in a new tab) Private repositories Requires GitHub Code Security Checked Nov 8, 2026docs.github.com(opens source in a new tab) Languages Includes Java, Kotlin, Python, Rust, Swift, TypeScript Checked Nov 8, 2026codeql.github.com(opens source in a new tab) 5 Best for: Startups and mid-size teams that want one affordable AppSec tool instead of five scanners
Free plan + paid Web
Why switch from DeepSource
All-in-one AppSec for small teams, bundling SAST, dependency, secrets and cloud scanning with a free tier.
Pros One dashboard for SCA, SAST, secrets, IaC, containers and cloud Free-forever plan for up to two users Auto-triage cuts false positives before they reach developers On-prem scanning option keeps source code localCons Free plan leaves out AutoFix, AutoTriage and code quality checks Breadth means individual scanners may be shallower than specialist tools Pentests and AI SAST are credit-based or quoted separatelyHow this score is calculated Editorial fit ×0.3 63
Reviews ×0.3 63
Clicks (90 days) ×0.15 0
Freshness ×0.15 100
Votes ×0.1 50
0 counted reviews, 0 up and 0 down votes. Full formula