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

Custom Indicator Backtesting Frameworks

We build tailored frameworks for defining, simulating, and rigorously backtesting custom trading indicators against historical on-chain and market data to validate forecasting signals before deployment.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3 experts.

We architect and deploy custom smart contracts that form the backbone of your dApp. Our development process is built on security-first principles, utilizing battle-tested libraries like OpenZeppelin and rigorous internal audits before deployment on EVM or Solana.

Deliver a secure, auditable, and gas-optimized foundation for your protocol in 4-6 weeks.

  • Token Systems: Custom ERC-20, ERC-721, and ERC-1155 implementations with advanced features like vesting and governance.
  • DeFi Protocols: Automated Market Makers (AMMs), lending/borrowing pools, and yield aggregators.
  • Enterprise Logic: Multi-signature wallets, supply chain tracking, and verifiable credential systems.
  • Full Lifecycle Support: From architecture and development to deployment, verification, and post-launch maintenance.
key-features-cards
FRAMEWORK ARCHITECTURE

Engineered for Precision and Scale

Our backtesting frameworks are built from the ground up for institutional-grade accuracy and the high-throughput demands of modern crypto markets. We deliver production-ready systems, not just prototypes.

01

High-Fidelity Market Simulation

Backtest against historical on-chain data (Uniswap V3, Aave, Compound) with precise slippage, fee, and MEV modeling. Our event-driven engine reconstructs the exact state of the blockchain at any historical block.

99.5%+
Historical Accuracy
Sub-second
Event Replay
02

Multi-Asset & Cross-Chain Strategy Testing

Design and validate strategies that span Ethereum, Arbitrum, Base, and Solana. Simulate complex interactions across DeFi protocols, including flash loans and cross-chain arbitrage, in a single sandbox.

10+
Chains Supported
100+
Protocols Modeled
03

Deterministic & Reproducible Results

Eliminate "flaky" backtests. Our framework guarantees bit-for-bit identical results on every run, enabling rigorous A/B testing, version control for strategies, and confident deployment to production.

100%
Result Reproducibility
CI/CD Ready
Integration
04

Enterprise-Grade Performance

Process years of market data in minutes, not days. Our parallelized, Rust-core engine scales horizontally to test thousands of parameter combinations, delivering actionable insights for quantitative teams.

1000x
Faster vs. Python
Petabyte-scale
Data Throughput
05

Security-First Architecture

Built with audited smart contract libraries and formal verification patterns. Isolate strategy logic from core engine risks. Every framework includes a comprehensive security review by our in-house audit team.

Zero Critical
Audit Findings
SOC 2 Compliant
Infrastructure
06

Seamless Production Pipeline

Deploy validated strategies directly to our managed execution infrastructure with one command. The same code that powers your backtest runs your live trading bots, eliminating translation errors.

< 1 Hour
Backtest to Live
99.9% SLA
Execution Uptime
benefits
DELIVERABLES

Quantifiable Outcomes for Your Trading Desk

Our custom backtesting frameworks deliver measurable improvements to your trading strategy development lifecycle, from validation to production.

01

Strategy Validation Speed

Test new trading logic against 5+ years of historical on-chain and CEX data in under 5 minutes, accelerating your R&D cycle.

< 5 min
Backtest Runtime
5+ years
Historical Data
02

Production-Ready Code

Receive modular, auditable Solidity/Vyper smart contracts and Python/Node.js execution bots derived directly from your validated strategies.

100%
Code Coverage
2-4 weeks
Avg. Delivery
03

Risk & P&L Analytics

Gain clear insights with detailed reports on max drawdown, Sharpe ratio, and fee-adjusted profitability for every simulated trade.

20+
Risk Metrics
Sub-second
Result Generation
04

Multi-Chain & DEX Support

Framework natively supports backtesting across Ethereum, Arbitrum, Solana, and Avalanche with real fee structures for Uniswap V3, Curve, and more.

10+
Protocols
4
Major Chains
Quantitative Trading Infrastructure

Build vs. Buy: The Strategic Choice for Quant Teams

A detailed comparison of the resource investment, risk, and time required to build a custom backtesting framework in-house versus partnering with Chainscore Labs.

FactorBuild In-HouseChainscore Framework

Time to Initial Deployment

6-12 months

4-8 weeks

Upfront Development Cost

$250K - $600K+

$75K - $200K

Core Infrastructure (Data Feeds, Execution Sim)

Build from scratch

Pre-built, production-ready modules

Security & Audit Overhead

High (unaudited, custom risk)

Low (audited, battle-tested patterns)

Ongoing Maintenance & Updates

Dedicated 2-3 engineer team

Optional SLA with 24/7 support

Access to Latest Protocols (DeFi, RWAs)

Lagging, requires constant integration

Continuously updated, plug-and-play

Performance Optimization (Speed, Gas)

Months of profiling & tuning

Built-in with sub-second backtest cycles

Total Cost of Ownership (Year 1)

$500K - $1.2M+

$150K - $350K

Strategic Focus

Infrastructure development

Alpha generation & strategy refinement

how-we-deliver
TRANSPARENT & PREDICTABLE

Our Delivery Process: Collaborative and Iterative

We build your custom backtesting framework through a structured, agile process designed for technical founders. Each phase delivers a tangible, testable outcome, ensuring alignment and accelerating your time-to-market.

01

Phase 1: Discovery & Strategy

We conduct a deep technical deep dive to define your unique trading logic, data sources, and success metrics. Deliverables include a detailed technical specification and a prioritized development roadmap.

1-2 weeks
Duration
100%
Specification Lock
02

Phase 2: Core Engine Development

We architect and build the high-performance backtesting engine in Python/Rust, integrating your custom indicators, data feeds, and execution logic. Includes weekly demos and performance benchmarks.

2-4 weeks
Typical Build
> 1M
Simulations/Day
03

Phase 3: Integration & Validation

We rigorously test the framework against historical and live market data, validate P&L calculations, and integrate with your existing data pipelines or trading infrastructure.

99.9%
Result Accuracy
< 50ms
Simulation Latency
04

Phase 4: Deployment & Knowledge Transfer

We deploy the production-ready framework to your cloud environment (AWS/GCP), provide comprehensive documentation, and conduct training sessions for your engineering and quant teams.

1 week
Deployment SLA
Full
Source Code Access
Custom Indicator Backtesting

Frequently Asked Questions

Get clear answers on how we build, deploy, and support your custom backtesting framework.

A standard custom backtesting framework is delivered in 4-6 weeks from kickoff to production-ready deployment. This includes requirements analysis, architecture design, core development, and integration with your data sources. Complex multi-asset or high-frequency strategies may extend to 8-10 weeks. We provide a detailed project plan with weekly milestones.

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