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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

Privacy-Preserving Player Ranking Systems

We develop custom on-chain ranking and matchmaking engines using zero-knowledge proofs and secure computation. Protect player data while enabling verifiable, fair competition for your Web3 esports platform.
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 that are secure, gas-optimized, and tailored to your exact business logic. Our development lifecycle includes formal verification and multiple audit rounds before mainnet deployment.

  • Token Systems: ERC-20, ERC-721, ERC-1155 with custom minting, 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 credentials.
  • Security First: Built with OpenZeppelin standards and tested against known attack vectors.

We deliver battle-tested contracts with a 99.9% uptime SLA and comprehensive documentation, enabling your team to iterate with confidence.

key-features-cards
ARCHITECTURE & SECURITY

Core Technical Capabilities We Deliver

We build enterprise-grade, privacy-preserving ranking systems that deliver verifiable fairness without exposing sensitive player data. Our solutions are production-ready, secure by design, and integrate seamlessly into your existing stack.

01

Zero-Knowledge Proof (ZKP) Integration

Implement zk-SNARKs or zk-STARKs to compute and verify player rankings off-chain, publishing only the final, immutable result on-chain. This ensures complete data privacy while maintaining cryptographic proof of correct computation.

100%
Data Privacy
zk-SNARKs/STARKs
Proof Systems
02

Secure Multi-Party Computation (MPC)

Deploy MPC protocols to allow multiple parties (e.g., game servers, validators) to jointly compute rankings over encrypted player data. No single entity ever sees the raw input, eliminating central points of failure and trust.

Threshold Cryptography
Security Model
No Single Point of Trust
Architecture
03

On-Chain Verifiability & Immutability

Anchor ranking results and their ZK proofs to a public blockchain (Ethereum, Polygon, Solana). This provides a tamper-proof, transparent, and universally verifiable ledger of all historical rankings, building trust with your player base.

Ethereum/Polygon/Solana
Supported Chains
Immutable Audit Trail
Key Benefit
04

Custom Ranking Algorithm Development

Design and implement bespoke Elo, Glicko-2, or TrueSkill algorithms tailored to your game's mechanics. We optimize for fairness, anti-sybil resistance, and dynamic skill assessment, then encrypt the logic for privacy-preserving execution.

Elo/Glicko/TrueSkill
Algorithm Types
Anti-Sybil Focus
Design Priority
05

End-to-End Encryption Pipeline

Build a secure data flow from player client to final ranking. This includes client-side hashing/encryption, secure transmission channels, and encrypted storage, ensuring sensitive gameplay data is never exposed in plaintext.

Client to Chain
Secure Pipeline
AES-256 / TLS 1.3
Encryption Standards
06

Gas-Optimized Smart Contract Suite

Develop and audit a minimal, efficient smart contract layer for proof verification and ranking storage. We use Solidity 0.8+ with OpenZeppelin libraries, focusing on gas efficiency to minimize your operational costs.

Solidity 0.8+
Development Standard
OpenZeppelin Audited
Security Foundation
benefits
MEASURABLE RESULTS

Business Outcomes for Your Platform

Our privacy-preserving player ranking systems deliver concrete advantages that directly impact your platform's security, user growth, and competitive edge.

01

Provably Fair & Transparent Rankings

Implement verifiable zero-knowledge proofs (ZKPs) to ensure ranking calculations are correct and tamper-proof, building user trust and platform integrity without revealing sensitive player data.

100%
Audit Trail
ZK-SNARKs
Proof System
02

Enhanced User Acquisition & Retention

Leverage secure, private skill assessment to create compelling competitive ladders and matchmaking. Players engage more deeply when their data is protected and rankings are fair.

40%+
Higher Engagement
Zero Leaks
Data Privacy
03

Regulatory & Compliance Confidence

Designed with data minimization and privacy-by-design principles (GDPR/CCPA-aligned). Our systems help you avoid regulatory pitfalls associated with storing and processing personal player data.

GDPR
Aligned
No PII Stored
Core Design
04

Scalable, Gas-Optimized Infrastructure

Deploy ranking logic with efficient cryptographic primitives on Layer 2s (zkSync, StarkNet) or app-chains. Achieve sub-second verification with minimal transaction costs for mass-scale operations.

< 0.01 $
Per Verify Cost
< 1 sec
Proof Verification
05

Monetization Through Verified Credentials

Transform private rankings into non-transferable soulbound tokens (SBTs) or verifiable credentials. Enable new revenue streams like skill-based access, tournaments, and sponsor integrations.

ERC-5560
SBT Standard
New Revenue
Streams Opened
06

Competitive Differentiation & IP Protection

Your ranking algorithm remains a proprietary black box. We deploy it as a secure, private circuit, protecting your core IP while delivering its value on-chain.

Fully Private
Core Logic
IP Protected
Business Advantage
Structured Roadmap for Privacy-Preserving Player Ranking

Phased Development & Integration Path

A modular, milestone-driven approach to integrate zero-knowledge proof-based ranking systems into your gaming or DeFi application.

Phase & DeliverablesStarter (Proof-of-Concept)Professional (Production-Ready)Enterprise (Fully Managed)

Zero-Knowledge Circuit Design & Audit

On-Chain Verifier Smart Contracts (Solidity/Cairo)

Off-Chain Prover Service (Rust/C++)

Basic

Optimized

Horizontally Scalable

Integration SDK & API for Your Backend

Limited

Full-featured

Custom & White-labeled

Multi-Chain Deployment Support

Single Chain

Ethereum, Polygon, Arbitrum

All EVM & Starknet

Performance & Load Testing

Ongoing Maintenance & Upgrades

3 months

12 months

24 months + SLA

Dedicated Technical Support

Community

Priority (<24h)

24/7 Dedicated (<4h)

Custom Feature Development

Add-on

Included

Typical Timeline

6-8 weeks

10-14 weeks

Custom

Estimated Investment

$50K - $80K

$120K - $200K

Custom Quote

how-we-deliver
PROVEN METHODOLOGY

Our Development & Integration Process

A structured, four-phase approach designed for rapid deployment and seamless integration of privacy-preserving ranking systems into your existing infrastructure.

01

Architecture & Design

We design a custom zero-knowledge (ZK) circuit architecture for your specific ranking logic, ensuring data privacy and verifiable computation. This phase includes threat modeling and a formal specification document.

2-3 weeks
Design Phase
100%
Specification Coverage
02

Circuit Development & Auditing

Our team implements the ranking logic in Circom or Halo2, followed by a mandatory security audit. We deliver production-ready ZK circuits with comprehensive test suites and documentation.

4-6 weeks
Build & Audit
Zero-Knowledge
Proof System
03

On-Chain Integration

We deploy and integrate the verifier smart contracts (Solidity/Vyper) with your application's front-end and back-end. This includes gas optimization and setting up a reliable proof generation pipeline.

1-2 weeks
Integration Time
EVM / L2
Chain Compatibility
04

Maintenance & Scaling

We provide ongoing support, performance monitoring, and scaling strategies for your ranking system. This includes proof generation optimization and upgrades for new cryptographic primitives.

99.9%
Uptime SLA
24/7
Developer Support
security-approach
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3 experts for FinTech and crypto startups.

We architect and deploy custom smart contracts that form the backbone of your Web3 product. Our development process is built on security-first principles and proven patterns from hundreds of deployments.

Deliver a secure, auditable, and gas-optimized foundation for your token, DeFi protocol, or NFT platform in as little as 2-4 weeks.

  • Full-Stack Development: From ERC-20/ERC-721 tokens to complex DeFi logic, cross-chain bridges, and DAO governance systems.
  • Security & Audits: Built with OpenZeppelin libraries, followed by rigorous internal review and coordination with top external audit firms.
  • Gas Optimization: Every contract is optimized for minimum transaction costs and maximum user savings.
  • End-to-End Ownership: We handle deployment, verification on Etherscan, and provide comprehensive documentation for your team.
Privacy-Preserving Player Ranking

Frequently Asked Questions

Get clear answers on how we build secure, verifiable, and compliant ranking systems for your Web3 gaming platform.

We implement zero-knowledge proofs (ZKPs) using Circom and Halo2 to compute rankings off-chain. The system processes encrypted game data to generate a proof of correct calculation without revealing the underlying player stats. Only the final, anonymized ranking list and its validity proof are published on-chain, ensuring complete data privacy and verifiable integrity.

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
Privacy-Preserving Player Ranking | Chainscore Labs | ChainScore Guides