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Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Services

MEV & Flash Loan Risk Assessment Simulator

Build advanced simulation tools to detect front-running, sandwich attacks, and flash loan exploit vectors within transaction bundles, helping protocols and traders identify and mitigate economic security risks.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3-native engineers.

We architect and deploy custom smart contracts on EVM and Solana that are secure, gas-optimized, and tailored to your business logic. Our process ensures audit-ready code from day one, reducing time-to-market and technical debt.

Deliver a fully functional, secure contract suite in as little as 2 weeks for an MVP.

  • Security-First Development: Built with OpenZeppelin standards, formal verification, and comprehensive unit/integration testing.
  • Protocol Specialization: ERC-20, ERC-721, ERC-1155, custom DeFi primitives, NFT marketplaces, and DAO governance.
  • Full Lifecycle Support: From initial architecture and development through deployment, monitoring, and post-launch upgrades.
key-features-cards
ENTERPRISE-GRADE SIMULATION

Core Capabilities of Our Risk Simulator

Our MEV & Flash Loan Risk Simulator provides the predictive intelligence your DeFi protocol needs to harden its defenses. Move from reactive incident response to proactive, data-driven security.

01

Multi-Vector Attack Simulation

Model complex attack chains combining flash loans, arbitrage, and sandwich attacks against your live or staging environment. Identify single points of failure before malicious actors do.

50+
Pre-built Attack Vectors
Custom
Scenario Builder
02

Real-Time Economic Impact Analysis

Quantify potential losses in USD terms for every simulated exploit. Get detailed breakdowns of TVL at risk, slippage impact, and protocol fee drain to prioritize fixes.

USD Value
Loss Projection
TVL at Risk
Exposure Report
03

Gas Optimization & Cost Forecasting

Simulate transaction execution under network congestion to identify gas-guzzling functions. Forecast the real cost of proposed security upgrades before deployment.

Up to 40%
Gas Savings Identified
Mainnet Fork
Test Environment
05

Protocol-Specific Logic Modeling

Accurately simulate the unique economic logic of AMMs, lending markets, or derivative protocols. Our engine adapts to your contract architecture, not the other way around.

Uniswap v3/v4
Supported Models
Custom AMM
Logic Integration
06

Continuous Monitoring & Alerting

Integrate with your CI/CD pipeline to run simulations on every pull request. Receive Slack/Discord alerts when new market conditions create previously unseen risks.

GitHub Actions
Native Integration
24/7
Risk Monitoring
benefits
DELIVERABLES

Business Outcomes: Secure Your Protocol's Economic Layer

Our MEV & Flash Loan Risk Assessment Simulator provides actionable intelligence to harden your protocol's financial logic against sophisticated attacks, protecting user funds and protocol revenue.

01

Quantified Attack Surface Analysis

Receive a detailed report mapping all potential MEV extraction vectors and flash loan attack paths specific to your protocol's architecture, prioritized by potential financial impact.

50+
Attack Vectors Modeled
100%
Code Coverage
02

Economic Exploit Simulation

We execute simulated attacks in a forked mainnet environment to stress-test your economic assumptions, revealing hidden vulnerabilities in liquidation logic, oracle dependencies, and fee mechanisms.

< 24h
Simulation Runtime
10k+
Scenario Iterations
03

Actionable Mitigation Roadmap

Get a prioritized list of code fixes, parameter adjustments, and monitoring strategies to neutralize identified risks, with clear implementation guidance for your engineering team.

Zero
Critical Risks at Launch
< 2 weeks
Remediation Timeline
04

Continuous Monitoring Baseline

We establish a baseline of normal vs. adversarial transaction patterns, enabling you to deploy real-time alerts for suspicious MEV activity and anomalous economic behavior post-launch.

Sub-second
Alert Latency
99.9%
Detection Accuracy
Strategic Comparison

Build vs. Buy: Developing a Risk Simulator In-House vs. Partnering with Chainscore

A detailed breakdown of the resources, risks, and outcomes associated with building your own MEV and flash loan risk assessment engine versus leveraging Chainscore's battle-tested platform.

Key FactorBuild In-HousePartner with Chainscore

Time to Initial Deployment

6-12 months

4-8 weeks

Upfront Development Cost

$250K - $600K+

$0 (Platform Fee Model)

Core Security & Audit Burden

High (Your Responsibility)

Included (Pre-Audited Platform)

Coverage: Protocols & Chains

Limited to Initial Scope

Ethereum, Arbitrum, Base, Optimism, Polygon, 10+ Others

MEV Attack Vector Library

Requires Constant Research

Continuously Updated (1000+ Vectors)

Team Requirements

3-5 Senior Blockchain Devs + Researchers

Your Integration Engineer + Our Experts

Ongoing Maintenance & Updates

Full-Time Dev Team Required

Handled by Chainscore

Simulation Accuracy & Speed

Variable (Depends on Build)

Sub-Second, Market-Leading Models

Total Cost of Ownership (Year 1)

$500K - $1.2M+

$75K - $200K

Time to Value & Competitive Edge

Delayed by 6+ Months

Immediate

how-we-deliver
A STRUCTURED APPROACH

Our Delivery Methodology: From Assessment to Integration

We deliver a complete, actionable risk assessment in 4-6 weeks, moving from initial analysis to a fully integrated risk monitoring system for your protocol.

01

1. Protocol Risk Assessment

We conduct a deep-dive analysis of your smart contracts, tokenomics, and operational flows to identify specific MEV and flash loan attack vectors. This includes a review of your current security posture and potential economic vulnerabilities.

50+
Attack Vectors Analyzed
1-2 weeks
Initial Report
02

2. Custom Simulator Development

We build a bespoke, on-chain simulation environment replicating your protocol's logic. This allows us to stress-test defenses against sophisticated MEV strategies and flash loan exploits in a controlled, forked mainnet setting.

Forked Mainnet
Test Environment
1000s
Simulation Runs
03

3. Exploit Scenario Modeling

Our team, with deep expertise in DeFi economics, designs and executes targeted attack simulations. We model real-world exploit patterns—like sandwich attacks, oracle manipulation, and liquidity drain—to quantify potential losses.

Historical & Novel
Attack Patterns
USD Value
Loss Quantification
04

4. Mitigation Strategy & Integration

We deliver a prioritized report with concrete mitigation strategies, from smart contract adjustments to operational safeguards. We provide the code and documentation for integrating risk monitoring alerts directly into your stack.

Actionable
Recommendations
Ready-to-Use
Monitoring Code
security-approach
SECURE FOUNDATIONS

Custom Smart Contract Development

Production-ready smart contracts built for security, gas efficiency, and scalability.

We architect and deploy secure, auditable smart contracts that power your core business logic. Our development process is built on industry-standard security patterns and rigorous testing to mitigate risks before deployment.

We deliver contracts that are optimized for performance and cost, ensuring your application remains competitive on mainnet.

  • Protocol Development: Custom ERC-20, ERC-721, ERC-1155, and bespoke token standards.
  • DeFi & dApps: Automated market makers (AMMs), staking pools, lending protocols, and governance systems.
  • Security First: Built with OpenZeppelin libraries and subjected to multi-stage audits, including static analysis and manual review.
  • Gas Optimization: Every line of Solidity code is reviewed for efficiency, reducing user transaction costs by up to 40%.
Technical & Commercial Details

Frequently Asked Questions on MEV Risk Simulation

Get clear answers on our MEV & Flash Loan Risk Assessment Simulator, including methodology, deliverables, and integration specifics for your protocol.

A comprehensive assessment for a standard DeFi protocol (e.g., a DEX or lending market) takes 7-10 business days from kickoff to final report delivery. This includes 2-3 days for initial analysis and simulation setup, 4-5 days for running attack vectors (sandwich, arbitrage, liquidation, flash loan exploits), and 1-2 days for report compilation and review.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team
MEV & Flash Loan Risk Simulator | Chainscore Labs | ChainScore Guides