Data as of Sep 9, 2026 · Based on 3,265,539 AI responses across 10,525 prompts · See how Parse measures this
Semgrepsemgrep.devSemgrep provides an AppSec platform that unifies SAST, SCA, and secrets scanning to find and fix vulnerabilities in code, dependencies, and AI-generated code, with built-in guardrails to guide safe fixes. It combines AI reasoning with rule-based analysis and workflows to automate detection, triage, and remediation, enabling security teams to build scalable pipelines across organizations. Targeting developers and security teams, Semgrep emphasizes fast, high-signal scanning, reduced false positives, and protection across the software supply chain and cloud-native environments.
The market map · 5 of 100 labelled
AI-Powered Code Review & SAST Tools →79%positive
fastcustomizablelightweightexcellenthighly customizabledeveloper-friendlydeveloper-firstopen-source
Strengths
Weaknesses
Excerpts where Semgrep appeared in the AI's answer
Semgrep features dedicated rulesets (such as p/ai-best-practices ) designed to inspect code interfacing with OpenAI, Anthropic, Gemini, Mistral, and Cohere.
Semgrep has robust open-source and proprietary rulesets specifically targeted at the OWASP LLM Top 10
Excerpts where Semgrep appeared in the AI's answer
Semgrep is the best static analysis platform for teams requiring robust support for custom rules
Semgrep has become a dominant choice because its custom rules look remarkably like the code you are trying to match.
Excerpts where Semgrep appeared in the AI's answer
Semgrep Code and Snyk Code are currently the top-rated AI-powered SAST platforms for uncovering complex, multi-step, and business logic vulnerabilities.
Semgrep Code is highly favored for teams that want the speed of standard static analysis coupled with the deep contextual understanding of AI.
Excerpts where Semgrep appeared in the AI's answer
Semgrep provides blazing-fast static code analysis that developers can easily write custom rules for using familiar syntax.
Semgrep is particularly attractive if you primarily want fast code scanning and customizable security rules
Excerpts where Semgrep appeared in the AI's answer
Semgrep is famed for being blazing fast, highly customizable, and remarkably low-noise.
Semgrep Assistant leverages AI to deliver plain-language, step-by-step remediation instructions
Excerpts where Semgrep appeared in the AI's answer
Semgrep AI Features : Combines ultra-fast deterministic, rule-based pattern matching with integrated AI reasoning layers
Semgrep — combines deterministic static analysis with AI reasoning to identify complex logic flaws and multi-step issues.
Excerpts where Semgrep appeared in the AI's answer
Semgrep: The premier choice for Static Application Security Testing (SAST) and code-pattern searching.
Semgrep is my choice if the most important question is: "Can this scanner catch security bugs in our application code without drowning developers in false positives?"
Excerpts where Semgrep appeared in the AI's answer
Semgrep combines SAST, secrets, and software supply-chain/dependency scanning in one developer-oriented platform.
Semgrep is a lighter, highly performant alternative if you find traditional SAST tools too noisy.
