Best SAST tool for application security

Combined ranking

1. 1
   GitHub Advanced Securityincumbent▲112 pts

   GPT #2Claude #3Gemini #1

   Deep semantic analysis using CodeQL allows custom query writing and unmatched path visualization, natively integrated into developer workflows.

   To stay #1 Reduce compilation/scan times for large codebases and simplify the query-writing learning curve.

2. 2
   Snyk Codeincumbent▲111 pts

   GPT #3Claude #2Gemini #2

   Near-real-time scanning speed from its ML-assisted engine, excellent IDE-first developer workflow, low-noise results, and tight integration with Snyk's SCA/container/IaC suite for one-vendor AppSec

   To rank higher Offer more transparent, user-extensible custom rule authoring instead of a mostly closed ruleset

3. 3
   Semgrep▼210 pts

   GPT #4Claude #1Gemini #3

   Fast, customizable rules engine with cross-file dataflow analysis (Pro), huge open-source rule registry, best developer experience for writing org-specific rules, strong CI/PR integration, and supply-chain/secrets coverage in one platform

   To rank higher Deepen interprocedural taint analysis accuracy on large polyglot codebases to fully match legacy enterprise engines

4. 4
   Checkmarx Oneincumbent—8 pts

   GPT #1Claude #4Gemini #5

   Broadest enterprise SAST coverage, strong multi-language analysis, mature AppSec workflow, policy, compliance, and correlation across SAST/SCA/secrets/API/IaC

   To rank higher Make triage faster and less noisy for developer teams without heavy AppSec tuning

5. 5
   Veracode Static Analysisincumbent—3 pts

   GPT #5Claude —Gemini #4

   Enterprise-grade depth, support for binary scanning, and extensive policy compliance tracking with low false positive rates.

   To rank higher Modernize the developer experience and simplify IDE integrations.

6. 6
   SonarQubeincumbent—1 pts

   GPT —Claude #5Gemini —

   Massive install base, quality-plus-security in one workflow developers already use, solid taint analysis in commercial editions, and self-hosted option for regulated environments

   To rank higher Bring security-specific detection depth (frameworks, sinks, dataflow) up to par with dedicated SAST vendors rather than treating security as an extension of code quality

Rank history

By model

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously