DeepSource vs New Relic
A detailed comparison to help you choose the right AI tool
D
DeepSource
Automated code review with technical debt tracking and security analysis.
Freemium 91 upvotes
N
New Relic
Observability platform with AIOps capabilities and anomaly detection.
Freemium 893 upvotes
Key Features
DeepSource
- Automated code review to identify bugs and code quality issues.
- Technical debt tracking to monitor code maintainability over time.
- Security analysis to detect vulnerabilities in codebases.
- Integration with CI/CD pipelines for continuous code quality checks.
- Customizable coding standards enforcement across projects.
New Relic
- Real-time application performance monitoring for quick insights.
- AIOps capabilities for automated incident response and resolution.
- Anomaly detection to identify unusual patterns in system behavior.
- Distributed tracing to monitor requests across microservices.
- Customizable dashboards for visualizing key performance metrics.
DeepSource Pros
- + Automates code review and security analysis, saving time and resources.
- + Seamless integration with popular version control systems, enhancing developer workflows.
- + AI-powered Autofix™ feature reduces manual code corrections, boosting productivity.
- + Comprehensive reporting based on industry-standard frameworks like OWASP® Top 10.
- + Transparent and predictable pricing model, suitable for teams of all sizes.
- + Customizable security gates ensure code quality and security compliance.
DeepSource Cons
- − Limited free tier features for larger teams needing extensive analysis.
- − Advanced features like monorepo support and SSO require higher-tier plans.
- − Initial setup may require learning curve for teams new to DevSecOps tools.
- − Some users may experience false positives, though manageable with issue suppression.
- − Enterprise features like airgapped deployment are available only on custom plans.
New Relic Pros
- + Comprehensive observability across the entire tech stack.
- + Advanced AIOps and anomaly detection reduce downtime.
- + Flexible pricing model with no surprise overages.
- + Seamless integration with a wide range of tools and services.
- + Robust security features to protect sensitive data.
- + User-friendly interface with customizable dashboards.
New Relic Cons
- − Complex setup for small teams with limited resources.
- − High cost for larger teams requiring extensive data ingestion.
- − Steep learning curve for users new to observability platforms.
- − Limited offline capabilities for environments without internet access.
- − Some advanced features require additional configuration.
Which Should You Choose?
Choose DeepSource if:
- → You need it for a team uses deepsource to ensure code quality before merging pull requests.
- → You need it for developers track technical debt to prioritize refactoring tasks.
- → You need it for security teams leverage deepsource to scan for vulnerabilities in new releases.
Choose New Relic if:
- → You need it for monitor application performance during peak traffic events.
- → You need it for automatically detect and resolve incidents before user impact.
- → You need it for analyze user interactions to optimize application performance.