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
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

Yield Aggregator Strategy Backtester

A sophisticated analytics service for yield aggregators and fund managers to simulate, compare, and optimize yield farming strategies against historical on-chain data, calculating risk-adjusted returns and impermanent loss.
Chainscore © 2026
overview
SECURE & AUDITED

Smart Contract Development

Production-ready smart contracts built with enterprise-grade security and gas optimization.

We architect, develop, and deploy secure smart contracts that form the core business logic of your Web3 application. Our focus is on security-first development, gas efficiency, and maintainable code that scales with your protocol.

We deliver battle-tested contracts with a proven audit track record, ensuring your protocol's foundation is secure from day one.

  • Full-Stack Development: From ERC-20/ERC-721 tokens to complex DeFi primitives, cross-chain bridges, and custom DAO governance.
  • Security by Design: Built on Solidity 0.8+ with OpenZeppelin libraries and internal review processes before external audit.
  • Gas Optimization: Expert-level tuning to reduce user transaction costs by 15-40%, a critical factor for adoption.
  • End-to-End Delivery: Includes comprehensive testing, deployment scripts, and documentation for your team.
key-features-cards
STRATEGY VALIDATION

Core Backtesting Engine Capabilities

Our institutional-grade backtesting engine provides the rigorous, data-driven validation CTOs need to deploy capital with confidence. Go beyond simple simulations with a platform built for real-world DeFi complexity.

01

Multi-Chain Historical Data

Backtest across Ethereum, Arbitrum, Polygon, and Base with on-chain, fork-accurate state data. Simulate strategies using real historical blocks, transaction logs, and price feeds to eliminate simulation drift.

10+
Supported Chains
99.8%
Data Fidelity
02

Gas & MEV-Aware Simulation

Model real execution costs and MEV risks. Our engine factors in dynamic gas prices, priority fees, and sandwich attack vectors to provide realistic P&L, not just theoretical returns.

< 2%
Cost Variance
Real-time
Gas Oracle
03

Customizable Risk Parameters

Define and stress-test against slippage, impermanent loss, liquidity depth, and oracle failure scenarios. Set guardrails for max drawdown, volatility, and concentration risk before deployment.

15+
Risk Metrics
Tailored
Stress Tests
04

Rapid Iteration & Comparison

Deploy parameter sweeps and A/B tests across thousands of historical blocks in parallel. Compare strategy variants side-by-side to optimize for Sharpe ratio, APY, or capital efficiency.

Minutes
Result Time
Unlimited
Parallel Runs
05

Institutional Reporting

Generate comprehensive reports with Sharpe/Sortino ratios, max drawdown, win rates, and Monte Carlo simulations. Export actionable data for team review and investor due diligence.

PDF/CSV
Export Formats
Audit-Ready
Documentation
06

Seamless Live Deployment

Transition from simulation to production with one click. Our engine generates auditable, versioned strategy code ready for deployment on mainnet or testnet, ensuring no simulation-to-live gaps.

< 1 Day
To Production
Versioned
Code Output
benefits
STRATEGIC ADVANTAGE

Business Outcomes for Your Fund or Product

Our Yield Aggregator Strategy Backtester delivers quantifiable results, turning complex DeFi data into a clear competitive edge. We focus on the metrics that matter to your bottom line.

01

Data-Driven Strategy Validation

Backtest your yield strategies against 2+ years of historical on-chain data across Ethereum, Arbitrum, and Polygon. Validate assumptions before deploying capital, reducing risk and increasing confidence in your product's performance.

2+ years
Historical Data
10+ chains
Protocol Coverage
02

Optimized Capital Efficiency

Identify the most gas-efficient rebalancing schedules and optimal liquidity depths. Our models help you minimize transaction costs and maximize APY, directly improving your fund's net returns or your product's user yields.

Up to 40%
Gas Cost Reduction
Real-time
Fee Simulation
03

Accelerated Time-to-Market

Go from strategy concept to a production-ready, audited backtesting module in weeks, not months. We provide the complete infrastructure, allowing your team to focus on core product development and user acquisition.

< 4 weeks
Deployment Time
Full SDK
Integration Support
04

Institutional-Grade Risk Analysis

Stress-test strategies against historical volatility events, protocol exploits, and liquidity crunches. Receive detailed reports on Value at Risk (VaR), drawdowns, and correlation analysis to meet internal compliance and investor due diligence standards.

10+ risk metrics
Comprehensive Analysis
Audit-ready
Reporting
Structured Roadmap to a Production-Ready Backtester

Phased Development & Delivery

Our phased approach ensures a clear, predictable path from initial strategy validation to a fully managed, enterprise-grade backtesting platform. Each phase delivers incremental, deployable value.

Phase & DeliverablesDiscovery & MVP (4-6 Weeks)Core Platform (6-8 Weeks)Enterprise Scale (Ongoing)

Strategy Logic Implementation

Historical Data Pipeline (On-Chain)

Last 6 months

Full history + indexing

Real-time + custom sources

Simulation Engine & Risk Models

Basic slippage, fees

Advanced MEV, gas, impermanent loss

Custom model integration

Performance Dashboard & Analytics

Basic P&L, Sharpe ratio

Multi-dimensional analysis, cohort tracking

White-label, API-driven reports

Security Audit & Code Review

Initial review

Full smart contract audit report

Continuous monitoring & re-audits

Deployment & Infrastructure

Local/Testnet

Mainnet deployment support

Multi-chain, managed cloud infra

Support & SLA

Email support

Priority Slack channel, 24h response

Dedicated engineer, 99.9% uptime SLA

Typical Investment

$25K - $50K

$75K - $150K

Custom (Contact for quote)

how-we-deliver
CORE INFRASTRUCTURE

Custom Smart Contract Development

Secure, audited smart contracts built for your specific business logic and compliance requirements.

We architect and deploy production-grade smart contracts that power your core business. Our development process ensures security-first design, gas optimization, and full audit readiness from day one.

  • Token Systems: Custom ERC-20, ERC-721, and ERC-1155 contracts with minting, vesting, and governance modules.
  • DeFi Protocols: Automated market makers (AMMs), lending/borrowing pools, and staking mechanisms.
  • Enterprise Logic: Multi-signature wallets, access control systems, and compliant KYC/AML integrations.

We deliver battle-tested code with a documented security posture, reducing your time-to-audit by 60% and mitigating critical vulnerabilities before deployment.

tech-stack
RELIABLE FOUNDATION

Built on Proven Web3 Data Infrastructure

Our backtesting engine leverages battle-tested infrastructure, ensuring your strategy simulations are powered by the most accurate and resilient on-chain data available.

02

Institutional-Grade Uptime

Our infrastructure is built on a multi-provider, fault-tolerant architecture with automated failover, guaranteeing the data availability your quantitative models require.

99.9%
Uptime SLA
Multi-Cloud
Redundancy
04

Gas & MEV-Aware Modeling

Incorporate real historical gas prices and MEV bundle data into every simulation. Accurately model net APY and profitability after all on-chain execution costs.

Real Gas
Price Data
MEV-Inclusive
Profit Calc
Yield Aggregator Strategy Backtester

Frequently Asked Questions

Get clear answers on how our backtesting service delivers quantifiable results for your DeFi protocol.

Our methodology is a multi-stage process: 1) Data Ingestion: We source high-fidelity, on-chain data (prices, volumes, reserves) and off-chain data (oracle feeds, MEV data) for the target chains and assets. 2) Strategy Simulation: We build a custom simulation engine that models your specific yield strategy logic, including fees, slippage, gas costs, and liquidity constraints. 3) Historical Execution: The strategy is 'executed' against historical market conditions to generate performance metrics like APY, Sharpe ratio, max drawdown, and impermanent loss. 4) Stress Testing: We run scenarios like flash crashes, liquidity droughts, and oracle failures to evaluate robustness. The final deliverable is a comprehensive report with actionable insights.

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
Yield Aggregator Strategy Backtester | Chainscore Labs | ChainScore Guides