We architect and deploy custom smart contracts that form the backbone of your decentralized application. Our development process is built on security-first principles, utilizing OpenZeppelin libraries and comprehensive audit frameworks to mitigate risk.
LABS
Services
MEV Extraction Risk Scoring Service
Quantify the risk and impact of Maximal Extractable Value strategies on your DeFi protocol's health and user fairness. Our scoring engine provides actionable risk scores for searchers, validators, and transaction bundles.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
From tokenization to complex DeFi logic, we deliver contracts that are gas-optimized, upgradeable, and battle-tested for mainnet deployment.
- Token Standards:
ERC-20,ERC-721,ERC-1155, and custom implementations. - DeFi & DAOs: Automated market makers, staking pools, governance modules, and multi-sig wallets.
- Security & Audits: Formal verification, unit/integration testing, and third-party audit preparation.
- Delivery: Full documentation, deployment scripts, and post-launch support included.
key-features-cards
ARCHITECTURE
Core Components of Our MEV Risk Engine
Our risk engine is built on a modular, real-time analysis framework designed to quantify and mitigate MEV threats before they impact your protocol's users or treasury.
01
Real-Time Transaction Simulation
We simulate pending transactions in a sandboxed environment to detect sandwich attacks, front-running, and arbitrage opportunities before they are mined. This provides a proactive defense layer for your mempool.
< 50ms
Simulation Latency
99.9%
Detection Accuracy
02
Historical MEV Pattern Database
Our engine analyzes over 2 years of on-chain MEV attack data to identify malicious patterns and attacker profiles. This historical intelligence informs our real-time scoring models.
2+ Years
Attack History
1M+
Patterns Analyzed
03
Dynamic Risk Scoring Algorithm
Each transaction and wallet receives a proprietary risk score (0-1000) based on behavior, gas patterns, and network state. Scores update in real-time as new blocks are proposed.
1000-Point
Risk Scale
Real-Time
Score Updates
04
Sealer & Validator Behavior Analysis
We monitor validator and block builder proposals for signs of collusion or malicious ordering. This protects against time-bandit attacks and ensures fair block construction.
All Major L1/L2
Networks Covered
Proactive
Collusion Detection
05
Customizable Policy Engine
Define your own risk thresholds and automated actions. Block high-risk transactions, require additional confirmations, or trigger alerts to your security team via webhook.
API & Dashboard
Control Methods
< 5ms
Policy Enforcement
benefits
PROTECT YOUR LIQUIDITY
Why DeFi Protocols Need MEV Risk Scoring
MEV isn't just a miner's profit—it's a systemic risk that erodes user trust and protocol TVL. Our scoring provides the quantitative analysis needed to harden your DeFi application against extraction.
01
Quantify Slippage & Sandwich Risk
We deliver a real-time risk score that quantifies the probability and expected cost of front-running and sandwich attacks on your protocol's transactions. This allows you to implement dynamic slippage controls and protect user funds.
>90%
Attack Detection Rate
<100ms
Risk Score Latency
02
Prevent Liquidation Cascades
Our models identify MEV-driven liquidation patterns before they trigger. Integrate our API to adjust collateral factors or pause liquidations during high-risk periods, preventing systemic failures in lending markets.
50-80%
Cascade Risk Reduction
24/7
Monitoring
03
Optimize DEX Routing & Pricing
MEV bots exploit stale or manipulated prices. Our risk signals enable smarter DEX aggregators and AMMs to detect price manipulation, reroute trades, and maintain fair execution for all users.
99.9%
Price Integrity
Sub-second
Routing Updates
04
Audit & Compliance Reporting
Generate forensic reports on MEV activity affecting your protocol. Demonstrate due diligence to auditors, insurers, and users by providing verifiable data on extracted value and protective measures taken.
Ethereum & L2s
Chain Coverage
Custom Dashboards
Reporting
05
Enhance User Trust & Retention
Transparently showing MEV protection builds user confidence. Integrate risk scores into your UI to warn users of high-risk periods, reducing support tickets and churn from bad experiences.
Proven
Trust Signal
API-First
Easy Integration
06
Data-Driven Product Strategy
Use historical MEV risk data to inform protocol design. Identify which functions or asset pairs are most vulnerable and prioritize development efforts to mitigate your largest attack surfaces.
Actionable Insights
Product Roadmap
Historical Analysis
Risk Trends
Infrastructure Decision Matrix
Build vs. Buy: MEV Risk Intelligence
Compare the total cost, risk, and time investment of developing an in-house MEV risk scoring system versus implementing Chainscore's enterprise-grade API.
| Factor | Build In-House | Chainscore API |
|---|---|---|
Development Timeline | 6-12 months | 2-4 weeks |
Initial Engineering Cost | $250K - $500K+ | $0 (No upfront dev) |
Annual Maintenance & Updates | $150K - $300K | Included in subscription |
Coverage: Block Builders & Relays | Partial (1-2 sources) | Comprehensive (10+ sources) |
Real-time Risk Scoring Latency |
| < 500 milliseconds |
Historical Data Analysis | Limited (self-hosted) | Unlimited (12-month archive) |
Security & Audit Overhead | High (your responsibility) | SOC 2 Type II compliant |
Expert Team Required | 3-5 Senior Researchers | None required |
Integration Support | Self-service | Dedicated Solutions Engineer |
Total Cost of Ownership (Year 1) | $400K - $800K+ | Starting at $60K/year |
how-we-deliver
FULL-STACK ENGINEERING
Custom Blockchain Development
End-to-end blockchain solutions built to your exact specifications, from protocol design to mainnet deployment.
We architect and build bespoke blockchain infrastructure that powers your core business logic. Our full-cycle development delivers production-ready systems, not just prototypes.
- Smart Contract Suites: Custom
Solidity/Rustcontracts for DeFi, NFTs, or governance, built withOpenZeppelinstandards and formal verification. - Layer-1/Layer-2 Networks: Private
EVMchains,Substrate-based parachains, orOP Stackrollups tailored for your throughput and cost requirements. - Full-Stack dApps: Complete applications with responsive frontends (
React/Next.js), secure backends, and seamless wallet integration.
We own the delivery process from technical design to mainnet launch, ensuring architectural integrity and on-time deployment.
Our process includes comprehensive security audits, gas optimization, and detailed documentation. We build for scale, with architectures capable of handling 10k+ TPS and supporting millions of users.
Technical & Commercial Details
MEV Risk Scoring FAQs
Get clear answers on how our MEV risk scoring service integrates, performs, and protects your protocol.
Our process is a three-phase engagement: 1) Discovery & Integration: We analyze your protocol's ABI and integrate our monitoring agent (typically 1-2 days). 2) Baseline Analysis: Our system processes 30 days of historical mempool and on-chain data to establish a risk profile for your specific contract logic. 3) Real-time Scoring: We deploy a live scoring API that evaluates every incoming transaction for MEV extraction vectors (sandwich attacks, arbitrage, liquidations) before it hits the chain, providing a real-time risk score.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall