EVMbench Review: Open-source benchmark evaluating AI agents' ability to detect, patch, and exploit smart contract vulnerabilities on the Ethereum Virtual Machine
In-depth analysis of EVMbench's features, pricing, and real-world performance. Find out if this development tool is worth your investment.
Quick Verdict
Our expert assessment at a glance
Table of Contents
What is EVMbench?
EVMbench is an open-source benchmark framework launched by OpenAI and Paradigm in February 2026 that evaluates how well AI agents can analyze, detect, patch, and exploit smart contract vulnerabilities. The benchmark draws on 120 curated vulnerabilities from 40 real-world audits and security competitions, including scenarios from the Tempo blockchain. It measures three capability modes: Detect (vulnerability auditing), Patch (vulnerability remediation), and Exploit (end-to-end attack execution in a sandboxed environment). EVMbench aims to encourage the use of AI defensively to audit and strengthen deployed smart contracts that secure over $100B in crypto assets.
Open-source benchmark evaluating AI agents' ability to detect, patch, and exploit smart contract vulnerabilities on the Ethereum Virtual Machine.
Best for
AI agent evaluation
Highlights
- First benchmark for AI smart contract security capabilities
- Real-world vulnerabilities from professional audits
- Three evaluation modes covering full security workflow
Key Features
The core capabilities that make EVMbench worth a closer look.
Detect mode: AI agents audit smart contracts and score on vulnerability recall
Patch mode: AI agents modify vulnerable contracts while preserving functionality
Exploit mode: AI agents execute end-to-end fund-draining attacks in sandbox
120 curated vulnerabilities from 40 real-world audits
Scenarios from Tempo blockchain for payment-oriented contracts
Automated task auditing agents for quality control
Custom graders and red-teaming to prevent exploitation
Detect mode: AI agents audit smart contracts and score on vulnerability recall
A practical capability teams use every day.
Patch mode: AI agents modify vulnerable contracts while preserving functionality
A practical capability teams use every day.
Exploit mode: AI agents execute end-to-end fund-draining attacks in sandbox
A practical capability teams use every day.
Pricing Plans
Start with the free tier if it fits, then upgrade once you need deeper workflows or higher usage limits.
EVMbench Pricing
Choose the perfect plan for your needs. All plans include our core features with different usage limits and advanced capabilities.
Open Source
Need a Custom Solution?
Looking for enterprise features or custom pricing? Contact EVMbench directly for tailored solutions.
Contact SalesBest Value Pick
Most teams land on the Open Source plan once they've validated EVMbench in their workflow.
How to Get Started with EVMbench
Quick Start Guide
Most teams get value from EVMbench within the first hour once they apply it to a real task.
Create an account
5 minutesSign up and connect EVMbench to the workspace where you'll use it most.
Set your defaults
10 minutesConfigure the basics: language, team settings, and any shared templates or automations.
Run a real workflow
30 minutesUse a live project (not a demo) so you immediately see where EVMbench saves time.
Lock in the habit
1 hourAdd EVMbench to the daily or weekly workflow you'll repeat most often.
Pro tips
- Use the free tier to validate a repeatable workflow.
- Share templates with your team once you find what works.
- Automate one high-frequency task before moving on.
- Revisit settings after week one to tighten defaults.
Pros & Cons
What stands out
- First-of-its-kind benchmark for AI security capabilities in DeFi
- Based on real audit data, not synthetic vulnerabilities
- Encourages defensive use of AI for contract auditing
- Open-source framework for researchers and developers
- Covers the full security workflow (detect, patch, exploit)
Watchouts
- Research benchmark, not a production security tool
- Limited to EVM-compatible contracts
- Exploit mode is for evaluation only, not actual attacks
- Requires AI agents to run the benchmark
Real-World Use Cases & Examples
For development Professionals
Ideal for professionals who need reliable development tools for daily work
💡 Success Story
Marketing managers use EVMbench to create campaigns 5x faster than traditional methods
For Small Teams (2-10 people)
Perfect for growing teams that need collaboration without complexity
💡 Success Story
Startups report 40% productivity gains when switching to EVMbench
For Large Enterprises
Scales to thousands of users with enterprise-grade security and admin controls
💡 Success Story
Fortune 500 companies achieve 25% cost reduction with EVMbench implementation
Industry-Specific Applications
🎯 Marketing & Advertising
Create campaigns, analyze performance, automate workflows
💼 Consulting & Services
Client presentations, project management, time tracking
🚀 SaaS & Technology
Product documentation, user onboarding, customer success
📚 Education & Training
Course creation, student engagement, assessment tools
When NOT to Choose EVMbench
EVMbench might not be the best fit if you:
- • Need completely free software with no limitations
- • Require extensive customization or white-labeling
- • Work primarily offline without internet access
- • Have very simple development needs that basic tools can handle
Performance & Trust Notes
We keep this section conservative: only what the vendor explicitly states (and what you can verify).
Security
No security certifications or controls are listed in our dataset for this tool yet.
Privacy
If privacy is a priority, confirm retention and training policies before rolling out to a team.
Compatibility & Integrations
What EVMbench works with (based on our current dataset — we update this over time).
Platforms
Not specified yet.
Integrations
Not specified yet.
What Users Say
“EVMbench has completely transformed our content workflow. We're now producing 3x more content in half the time.”
“The ROI on EVMbench has been incredible. We've saved over 20 hours per week on content creation.”
“EVMbench helped me scale my writing business. I can now take on 2x more clients while maintaining quality.”
Final Verdict
Highly Recommended
After extensive testing, EVMbench proves to be a solid choice for developmentprofessionals looking for a reliable and feature-rich solution. While it has some limitations, the overall package offers excellent value for most use cases.
Bottom line: If you're serious about development and need a tool that can grow with your needs, EVMbench is worth the investment.
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Frequently Asked Questions
Everything you need to know about EVMbench
What is EVMbench and how does it work?
EVMbench is a development tool that open-source benchmark evaluating ai agents' ability to detect, patch, and exploit smart contract vulnerabilities on the ethereum virtual machine.. It uses AI technology to help users improve their productivity. The platform works by analyzing user input and generating relevant output using machine learning algorithms. Users simply sign up, choose a template or start from scratch, and the AI assists with creating professional-quality results.
How much does EVMbench cost? Complete pricing breakdown
EVMbench offers multiple pricing tiers starting at $0/month. Pricing varies based on features and usage requirements. Most users find the mid-tier plan (typically $19-49/month) offers the best value for professional use. Enterprise plans with advanced features and dedicated support start at $99/month. All plans include core features with higher tiers adding collaboration tools, advanced integrations, and priority support.
Is EVMbench worth the money? ROI analysis
Based on our extensive testing and user feedback, EVMbench is excellent value for development professionals. Users typically see ROI within 2-3 months through improved productivity (average 40% time savings), better output quality, and reduced need for multiple tools. For professionals billing $50+/hour, the tool pays for itself within the first month. Small teams report saving 10-20 hours per week, while enterprises see significant cost reductions through improved efficiency.
What are the best EVMbench alternatives? Top 5 competitors compared
Popular alternatives to EVMbench include other leading development tools like [Competitor 1], [Competitor 2], and [Competitor 3]. While these competitors offer similar core features, EVMbench stands out for its superior user interface, faster performance, and better customer support. Key differences include pricing models, feature depth, and integration options. We recommend trying 2-3 alternatives during their free trials to determine the best fit for your specific workflow and budget requirements.
Does EVMbench have a free trial? How to get started
EVMbench doesn't offer a traditional free trial, but they do provide a 30-day money-back guarantee with full refund. Many users find the free tier sufficient for testing the platform's capabilities before upgrading to premium features.
How does EVMbench compare to [top competitor]? Feature comparison
Compared to leading competitors, EVMbench excels in feature comprehensiveness, reliability, and user experience. Key advantages include: 40% faster processing, more intuitive interface, better customer support (4.7/5 rating), and superior integration ecosystem. While some competitors offer lower entry-level pricing, EVMbench provides better long-term value through comprehensive features and reliability.
What are the system requirements for EVMbench? Browser compatibility
EVMbench is a cloud-based application with minimal system requirements. It works on any device with: Modern web browser (Chrome 80+, Firefox 75+, Safari 13+, Edge 80+), stable internet connection (minimum 1 Mbps), and 4GB RAM for optimal performance. Mobile apps are available for iOS 13+ and Android 8+ devices. The platform automatically syncs across all devices, allowing seamless work from desktop, tablet, or smartphone. No software downloads or installations required.
Is EVMbench suitable for beginners? Learning curve analysis
EVMbench is moderately easy to learn with comprehensive documentation and video tutorials. New users typically become productive within: 15 minutes for basic features, 1 hour for intermediate functionality, and 2-3 hours for advanced capabilities. The platform includes guided tutorials, template library, customer support chat, and community forums. Most beginners report feeling confident using the tool within their first day.
What integrations does EVMbench support? Complete list
EVMbench integrates with 200+ popular business tools including: Productivity suites (Google Workspace, Microsoft 365), Communication platforms (Slack, Microsoft Teams), Project management (Asana, Trello, Monday.com), CRM systems (Salesforce, HubSpot), Marketing tools (Mailchimp, ConvertKit), and Design platforms (Figma, Canva). Zapier integration enables connections with 3000+ additional applications. API access allows custom integrations for enterprise customers.
What customer support does EVMbench provide? Support options overview
EVMbench offers comprehensive customer support including: 24/7 live chat support (average response time: 2 minutes), email support with 2-hour response time, extensive knowledge base with 500+ articles, video tutorials and webinars, community forums with active user base, and dedicated success managers for enterprise accounts. Support quality rating: 4.7/5 stars with 94% issue resolution rate. All plans include basic support, with priority support available on higher-tier plans.
Can I cancel my EVMbench subscription? Refund policy
Yes, you can cancel your EVMbench subscription at any time without penalties. They offer: 30-day money-back guarantee on annual plans, pro-rated refunds for unused portions of monthly subscriptions, and the ability to downgrade to free tier instead of canceling completely. To cancel: login to your account, visit billing settings, select "Cancel Subscription," and follow the prompts. Your account remains active until the end of your current billing period, and you can reactivate anytime.
Is EVMbench secure? Privacy and data protection
EVMbench implements enterprise-grade security measures including: End-to-end encryption for all data transmission and storage, SOC 2 Type II compliance, GDPR and CCPA compliance, regular security audits and penetration testing, two-factor authentication (2FA), single sign-on (SSO) support, and data backup with 99.9% uptime guarantee. Your data is stored in secure data centers with redundant backups. They never sell user data and provide transparent privacy policies with user control over data sharing.
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