{"slug":"checkmarx-one","name":"Checkmarx One","domain":"checkmarx.com","verdict":"As of 2026-07-17, ChatGPT, Claude, Gemini, Grok collectively rank Checkmarx One #3 of 7 for sast tools for polyglot monorepos (one of 2 leaderboards it appears on). Source: https://modelsagree.com/product/checkmarx-one (modelsagree.com, CC BY 4.0).","best_rank":3,"categories":2,"brief":{"category":"best-sast-tools-for-polyglot-monorepos","title":"Best SAST tools for polyglot monorepos","rank":3,"of":7,"top":"Semgrep","day":"2026-07-18","why":[{"t":"Extensive language coverage","m":["Claude","ChatGPT"],"q":"extensive language coverage"},{"t":"Enterprise policy and governance controls","m":["Claude","ChatGPT","Gemini"],"q":"mature policy and governance controls"},{"t":"Complex legacy-plus-modern monorepos","m":["Claude","ChatGPT"],"q":"large organizations with complex legacy-plus-modern monorepos"},{"t":"Unified governance and compliance reporting","m":["Gemini","ChatGPT"],"q":"unified governance and strict compliance reporting"}],"gap":[{"t":"Fast differential scans","m":["ChatGPT","Claude","Gemini"],"q":"fast differential scans"},{"t":"Excellent custom-rule ergonomics","m":["ChatGPT","Claude","Gemini"],"q":"excellent custom-rule ergonomics"},{"t":"Developer-friendly CI and PR feedback","m":["ChatGPT","Claude","Gemini"],"q":"developer-friendly CI/PR feedback"}],"fix":[{"t":"High cost and administrative overhead","m":["ChatGPT","Claude","Gemini"],"q":"Cost, scan/tuning complexity, and administrative overhead"},{"t":"High false-positive volume","m":["Claude"],"q":"a historically high false-positive volume that demands dedicated triage staff"},{"t":"Slow developer feedback loops","m":["Gemini","Claude"],"q":"slow, heavy scanning engine that is difficult to integrate into rapid, developer-centric feedback loops"}]},"entries":[{"slug":"best-sast-tools-for-polyglot-monorepos","title":"Best SAST tools for polyglot monorepos","rank":3,"of":7,"score":6,"appearances":3,"modelRanks":{"ChatGPT":4,"Claude":3,"Gemini":5},"reason":"The strongest traditional enterprise SAST for breadth — ~35 languages including legacy stacks (COBOL-adjacent, PL/SQL, Scala, Apex) that Semgrep and CodeQL skip, scans without a full build, and mature triage/policy tooling that suits large orgs where one monorepo spans a dozen teams and compliance regimes. Assumption: the buyer is an enterprise AppSec team, not a startup.","reasons":[{"model":"Claude","reason":"The strongest traditional enterprise SAST for breadth — ~35 languages including legacy stacks (COBOL-adjacent, PL/SQL, Scala, Apex) that Semgrep and CodeQL skip, scans without a full build, and mature triage/policy tooling that suits large orgs where one monorepo spans a dozen teams and compliance regimes. Assumption: the buyer is an enterprise AppSec team, not a startup."},{"model":"ChatGPT","reason":"Deep enterprise-grade data-flow analysis, extensive language coverage, mature policy and governance controls, and flexible deployment suit large organizations with complex legacy-plus-modern monorepos."},{"model":"Gemini","reason":"Multi-scanner correlation (SAST, SCA, IaC) that consolidates findings into a single enterprise dashboard. Highly scalable for large organizations requiring unified governance and strict compliance reporting."}],"fixes":[{"model":"ChatGPT","fix":"Cost, scan/tuning complexity, and administrative overhead make it a poor fit for smaller teams seeking lightweight developer-owned SAST."},{"model":"Claude","fix":"Expensive, sales-driven procurement and a historically high false-positive volume that demands dedicated triage staff — a small team without an AppSec function will drown in findings."},{"model":"Gemini","fix":"High licensing cost and slow, heavy scanning engine that is difficult to integrate into rapid, developer-centric feedback loops on every pull request."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-sast-tools-for-polyglot-monorepos.json"},{"slug":"best-sast-tool-for-ci-pipelines","title":"Best SAST tool for CI pipelines","rank":5,"of":5,"score":4,"appearances":4,"modelRanks":{"ChatGPT":5,"Claude":5,"Gemini":5,"Grok":5},"reason":"Strong enterprise-grade analysis, broad language and framework support, policy controls, compliance reporting, and centralized governance suit large regulated programs","reasons":[{"model":"ChatGPT","reason":"Strong enterprise-grade analysis, broad language and framework support, policy controls, compliance reporting, and centralized governance suit large regulated programs"},{"model":"Claude","reason":"Strongest fit for large regulated enterprises: broad language/framework matrix including legacy stacks (COBOL-adjacent, older Java EE, Salesforce Apex), fine-grained query customization, and audit/compliance reporting that security teams in banking/healthcare actually need."},{"model":"Gemini","reason":"Enterprise-grade AST scan depth and taint tracking across complex polyglot repositories with robust compliance and governance reporting."},{"model":"Grok","reason":"Enterprise-grade depth with broad language coverage, AI triage/remediation, strong workflow integrations for complex CI pipelines, proven in large orgs with compliance needs"}],"fixes":[{"model":"ChatGPT","fix":"Cost, scan overhead, administration, and tuning burden make it excessive for the typical small or midsize engineering team"},{"model":"Claude","fix":"Heavyweight and costly — slow scans, real tuning burden, and clear overkill for the typical small-to-mid team this category mostly serves; developer experience lags the dev-first tools."},{"model":"Gemini","fix":"High operational complexity and licensing costs, with scan runtimes that often necessitate asynchronous background processing rather than inline CI blocking."},{"model":"Grok","fix":"Higher cost and potential for more setup/tuning; heavier for small/medium teams or those prioritizing speed/simplicity over full-suite features."}],"updated":"2026-07-19","api":"https://modelsagree.com/api/v1/best/best-sast-tool-for-ci-pipelines.json"}],"page":"https://modelsagree.com/product/checkmarx-one","check":"https://modelsagree.com/check?q=Checkmarx%20One","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}