Scoring method
How the score is calculated
The score uses the category-specific buying dimensions below and their displayed weights.
This page is based on public product information, official sources, structured feature data, and multi-model AI evaluation. It is not a hands-on lab test unless explicitly stated. Confidence percentages describe our research indicators, not the probability that a claim is true or a measured accuracy rate.
Accuracy and validation18%
82Uses reachability analysis and semantic/entropy-based validation to verify vulnerability risk, minimizing noise without requiring dedicated human-operated triage.
Testing scope and depth18%
79Testing depth spans Pro Engine SAST, reachability-aware SCA, secrets semantic and entropy analysis, optional Managed Scans for full and pull-request runs, and custom rules, while dynamic, interactive, and container testing remain outside the published core scope.
Developer workflow15%
86Fits developers natively via IDE plug-ins and SCM guardrails, but scanning stops immediately if organization-wide contributor counts exceed paid license limits.
Remediation quality14%
78Offers AI-assisted remediation, Autofix beta, and upgrade guidance, which remain subject to monthly AI credit limits and varying language support.
Risk prioritization13%
83Reachability analysis, EPSS, malicious-package detection, license and SBOM context, and AI triage supply exploitability and dependency risk signals that help order remediation beyond raw severity labels.
Governance and integrations12%
79OIDC, SAML, RBAC, reporting, REST API, and distributed scans support governance and operational integration, but the most complete governance set is associated with Teams and Enterprise rather than the free edition.
Support and total cost10%
67Free Edition can start Code and Supply Chain at $0 within tight repository, contributor, and AI-credit limits, Teams publishes $30/$30/$15 per-contributor monthly scanner rates with paid support, and Enterprise is quote-based, while payment timing, commitments, renewals, taxes, implementation charges, and extra AI-credit prices stay unpublished and contributor spikes can force license growth.