Semgrep vs DeepSource

Struggling to choose between Semgrep and DeepSource? Both products offer unique advantages, making it a tough decision.

Semgrep is a Development solution with tags like static-analysis, pattern-matching, vulnerability-detection.

It boasts features such as Pattern matching to find bugs and vulnerabilities, Supports many languages like Python, Java, JavaScript, Go, etc, Can detect SQL injections, hardcoded credentials, use of weak crypto APIs, Integrates with CI/CD pipelines, Can be run locally or hosted on cloud platforms, Open source and free for individual developers and pros including Finds security issues without needing to run code, Much faster than traditional SAST tools, Easy to write new rules/patterns, Great for enforcing code standards.

On the other hand, DeepSource is a Development product tagged with code-review, static-analysis, linting, security.

Its standout features include AI-powered code analysis, Real-time code scanning, Suggests fixes for issues, Detects security vulnerabilities, Identifies code smells, Checks for style violations, and it shines with pros like Improves code quality, Enhances security, Increases developer productivity, Easy integration into CI/CD pipelines, Supports many languages and frameworks.

Feature	Semgrep	DeepSource
Overall Score	N/A	N/A
Primary Category	Development	Development

Product Overview

Semgrep

Description: Semgrep is an open-source tool for detecting bugs and security vulnerabilities in source code using pattern matching. It works by scanning codebases to find instances where code matches predefined patterns that correspond to vulnerabilities or errors.

DeepSource

Description: DeepSource is an AI-powered code review tool that helps developers ship clean, secure code. It scans code in real-time and suggests fixes for issues like security vulnerabilities, code smells, style violations, and more.

Key Features Comparison

Semgrep Features

• Pattern matching to find bugs and vulnerabilities
• Supports many languages like Python, Java, JavaScript, Go, etc
• Can detect SQL injections, hardcoded credentials, use of weak crypto APIs
• Integrates with CI/CD pipelines
• Can be run locally or hosted on cloud platforms
• Open source and free for individual developers

DeepSource Features

• AI-powered code analysis
• Real-time code scanning
• Suggests fixes for issues
• Detects security vulnerabilities
• Identifies code smells
• Checks for style violations

Pros & Cons Analysis

Semgrep

Pros

• Finds security issues without needing to run code
• Much faster than traditional SAST tools
• Easy to write new rules/patterns
• Great for enforcing code standards

Cons

• May have false positives requiring tuning rules
• Not as comprehensive as SAST tools
• Requires expertise to write good rules
• Only finds issues matching predefined patterns

DeepSource

Pros

• Improves code quality
• Enhances security
• Increases developer productivity
• Easy integration into CI/CD pipelines
• Supports many languages and frameworks

Cons

• Can generate false positives
• Requires some configuration
• Not designed for legacy codebases
• Limited custom rule creation

Pricing Comparison

Semgrep

• Free
• Open Source

DeepSource

• Freemium
• Subscription-Based