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Custom DeFi Protocol Development
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Full-Stack Web3 dApp Development
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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

Decentralized AI Model Benchmarking Oracle

Chainscore builds oracle networks that perform standardized, on-chain benchmarking of AI models against verified datasets, providing a trustless reputation and performance layer for model selection.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built for scale and compliance.

We architect and deploy custom smart contracts that form the operational backbone of your Web3 application. Our development process is built on Solidity 0.8+ with OpenZeppelin security patterns and includes comprehensive unit and integration testing before any code is deployed to a testnet.

  • Token Systems: Custom ERC-20, ERC-721, and ERC-1155 contracts with tailored minting, vesting, and governance logic.
  • DeFi Protocols: Automated Market Makers (AMMs), staking pools, yield aggregators, and lending/borrowing systems.
  • Enterprise Logic: Multi-signature wallets, access control modules, and upgradeable proxy patterns for future-proofing.
  • Full Audit Readiness: Code is structured and documented to streamline third-party security audits from firms like CertiK or Quantstamp.

We deliver a complete development package including verified source code, deployment scripts, and technical documentation, enabling your team to launch with confidence in 2-4 weeks for an MVP.

key-features-cards
TRUSTED BY ENTERPRISE TEAMS

Core Capabilities of Our AI Benchmarking Oracle

Our oracle delivers verifiable, on-chain performance data for AI models, enabling decentralized applications to integrate intelligence with cryptographic certainty.

02

Multi-Model Benchmarking Suite

Standardized evaluation across 50+ tasks (NLP, CV, Agents) with datasets like MMLU and HumanEval. Compare open-source and proprietary models on a unified, auditable leaderboard.

50+
Evaluation Tasks
LLMs & SLMs
Model Support
03

Decentralized Oracle Network

A network of staked node operators runs evaluations, ensuring censorship resistance and data availability. Results are aggregated via consensus for maximum reliability.

> 100
Node Operators
99.9%
Historical Uptime
05

Custom Evaluation Pipelines

Define and deploy bespoke benchmarking logic for your specific use case—from RAG system accuracy to agent task completion. We manage the entire attestation lifecycle.

2 weeks
Avg. Setup Time
Solidity/Python
SDK Support
benefits
PROVEN RESULTS

Business Outcomes for Your AI or DeFi Protocol

Our Decentralized AI Model Benchmarking Oracle delivers measurable infrastructure improvements that directly impact your protocol's performance and market position.

01

Enhanced Model Trust & Adoption

Integrate verifiable, on-chain performance proofs for your AI models. This builds user and investor confidence, accelerating adoption by providing transparent, tamper-proof benchmarks.

100%
On-chain Verifiability
Zero Trust
Assumption Required
02

Reduced Integration Time

Leverage our pre-built oracle infrastructure and standardized APIs to connect your protocol to a decentralized benchmarking network. Avoid months of custom development and security audits.

< 2 weeks
Integration Time
Pre-audited
Oracle Core
03

Superior Data Integrity

Access benchmark results secured by decentralized validation and cryptographic attestation. Eliminate single points of failure and manipulation risks inherent in centralized data feeds.

Decentralized
Validation Network
Cryptographic
Attestation
04

Actionable Performance Insights

Gain granular, real-time data on model accuracy, latency, and resource efficiency across different hardware environments. Use these insights for continuous optimization and competitive positioning.

Real-time
Performance Data
Multi-dimensional
Metrics
05

Future-Proof Protocol Design

Build on an oracle designed for the evolving AI landscape. Our architecture supports new model types, benchmarking standards, and consensus mechanisms as the ecosystem matures.

Modular
Architecture
EVM & SVM
Chain Support
06

Regulatory & Audit Readiness

Generate an immutable, auditable trail of model performance for compliance and due diligence. Provide stakeholders with transparent proof of your protocol's operational integrity.

Immutable
Audit Trail
Compliance-ready
Data Logs
Infrastructure Decision Matrix

Build vs. Buy: AI Model Verification

A detailed comparison of the costs, risks, and timelines associated with developing a decentralized AI model benchmarking oracle in-house versus leveraging Chainscore's production-ready solution.

FactorBuild In-HouseChainscore

Time to Production

6-12 months

4-8 weeks

Initial Development Cost

$250K - $600K+

$50K - $150K

Security Audit Overhead

High (unaudited, custom code)

Low (pre-audited, battle-tested modules)

Model Integration Complexity

High (build from scratch)

Low (standardized adapters for PyTorch, TensorFlow)

Ongoing Maintenance & Updates

Dedicated 3-5 person team

Included with optional SLA

Benchmark Dataset Curation

Manual, resource-intensive

Pre-curated, expandable dataset library

Oracle Node Network Management

Complex coordination required

Managed, decentralized network provided

Uptime & Reliability SLA

Self-managed, variable

99.9% guaranteed uptime

Total Cost of Ownership (Year 1)

$500K - $1.2M+

$80K - $200K

how-we-deliver
TRANSPARENT & PREDICTABLE

Our Delivery Process: From Specification to Mainnet

We follow a structured, milestone-driven approach to deliver a production-ready oracle. Each phase is designed for transparency, security, and seamless integration into your AI application.

01

1. Discovery & Specification

We conduct a technical deep-dive to define your specific benchmarking requirements, target models, and consensus mechanisms. This phase establishes the formal specification and project roadmap.

1-2 weeks
Duration
Detailed SOW
Deliverable
02

2. Architecture & Smart Contract Design

Our engineers design the core oracle architecture, including the on-chain data registry, staking logic, and dispute resolution system. We provide comprehensive technical documentation and gas-optimized contract blueprints.

OpenZeppelin
Security Standard
2-3 weeks
Duration
03

3. Off-Chain Aggregator Development

We build the secure, high-performance off-chain component that collects, validates, and aggregates benchmark results from multiple nodes before submitting the final attestation on-chain.

99.9% SLA
Target Uptime
3-4 weeks
Duration
04

4. Security Audit & Testnet Deployment

The complete system undergoes a rigorous security audit by a third-party firm. We then deploy to a testnet (e.g., Sepolia) for integration testing, load simulation, and final client validation.

Full Audit Report
Deliverable
2-3 weeks
Duration
05

5. Mainnet Launch & Monitoring

We manage the secure mainnet deployment, including contract verification and initial node operator onboarding. Post-launch, we provide 24/7 monitoring, alerting, and performance dashboards.

24/7 SRE Support
Included
1 week
Deployment
06

6. Ongoing Maintenance & Upgrades

We offer continuous support, protocol upgrades, and node operator management. Our team ensures your oracle remains secure, performant, and compatible with evolving AI model standards.

SLA-Backed
Support
Proactive Updates
Included
Decentralized AI Model Benchmarking Oracle

Frequently Asked Questions

Get clear answers about our specialized oracle service for on-chain AI model evaluation. We address common technical and commercial questions from CTOs and product leads.

Our oracle aggregates results from a decentralized network of independent, staked validators running standardized evaluation suites. We use a multi-layered consensus mechanism that cross-validates results, penalizes outliers, and anchors the final benchmark on-chain with cryptographic proofs. This eliminates single points of failure and ensures the integrity of model performance data.

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