Data as of Sep 19, 2026 · Based on 3,321,301 AI responses across 10,533 prompts · See how Parse measures this
19 of 19 measured questions
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 →78%positive
fastexcellentcustomizablelightweighthighly customizabledeveloper-friendlydeveloper-firstopen-source
Strengths
Weaknesses
Excerpts where Semgrep appeared in the AI's answer
Semgrep combined with its community-driven and official Semgrep Registry rulesets is currently the best and most adaptable static analysis tool
Semgrep (with AI/LLM Rulesets) - What it does: Semgrep is a lightning-fast, lightweight static analysis engine.
Excerpts where Semgrep appeared in the AI's answer
Semgrep : Widely considered a favorite for lightweight, lightning-fast Static Application Security Testing (SAST).
Semgrep: excellent for fast SAST and custom rules; especially good for catching issues at PR time.
Excerpts where Semgrep appeared in the AI's answer
Semgrep (Multimodal & Semgrep Guardian) - The Lowdown: Semgrep is famous for high-signal, low-noise static analysis.
Semgrep : Known for speed and custom rules, Semgrep Code features multimodal AI assistance.
Excerpts where Semgrep appeared in the AI's answer
Semgrep combines traditional deterministic, rule-based static analysis with Semgrep Assistant .
semgrep.dev — combines deterministic static analysis with AI reasoning and explicitly targets IDOR, broken authorization, and multi-step logic flaws.
Excerpts where Semgrep appeared in the AI's answer
Semgrep Code - Known for speed and customizable, readable rule-matching.
semgrep.dev — probably the closest match to your description. It scans AI-written code in the IDE as it is generated
Excerpts where Semgrep appeared in the AI's answer
Semgrep (Best for Fast, Lightweight SAST): Highly praised by DevOps engineers because it runs exceptionally fast in CI/CD pipelines.
Semgrep (SAST / Code Analysis): An ultra-fast, highly customizable static analysis tool
Excerpts where Semgrep appeared in the AI's answer
Semgrep (with Semgrep Guardian / Semgrep AppSec Platform) : Renowned for fast, developer-first static analysis, Semgrep integrates tightly into CI/CD workflows and pull requests.
Semgrep — Offers Semgrep Guardian and advanced semantic code analysis that fits right into CI/CD workflows
