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Explore DeFi
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
LABS
Services

Predictive Gas Fee Optimization Tool

Deploy an AI-powered system that forecasts network congestion and recommends optimal transaction timing and bundling to slash gas costs for your high-frequency dApp users.
Chainscore © 2026
overview
FULL-STACK INFRASTRUCTURE

Custom Blockchain Development

Build, deploy, and scale custom blockchain networks and applications with expert engineering.

We architect and implement bespoke blockchain solutions from the protocol layer up. Our team delivers production-ready networks with custom consensus, tokenomics, and governance, built for your specific use case—not a generic template.

From a 2-week PoC to a mainnet launch, we provide the full technical stack to bring your vision to life with confidence and security.

  • Core Protocol Development: Custom L1/L2 chains, sidechains, and app-chains using Substrate, Cosmos SDK, or Avalanche.
  • Smart Contract & dApp Suite: Full-stack development of Solidity/Rust contracts, frontends, and backend oracles.
  • Deployment & DevOps: Automated CI/CD, node orchestration, and 99.9% uptime SLAs for network operators.
  • Post-Launch Support: Ongoing maintenance, upgrades, and validator onboarding.
key-features-cards
ENGINEERED FOR EFFICIENCY

Core Capabilities of Your Predictive Gas Fee Tool

Our custom-built tool delivers precise, real-time gas fee intelligence, enabling your protocol to execute transactions at the optimal cost and time, directly impacting your bottom line.

01

Real-Time Fee Prediction Engine

Proprietary algorithms analyze pending mempool transactions, network congestion, and historical patterns to forecast optimal gas prices for the next 1-5 blocks with 95%+ accuracy.

95%+
Prediction Accuracy
< 1 sec
Update Interval
02

Multi-Chain & L2 Optimization

Native support for Ethereum, Arbitrum, Optimism, Polygon, and Base. Implements chain-specific strategies, including EIP-1559 base fee tracking and L2 batch submission timing.

5+
Networks Supported
40%
Avg. L2 Savings
03

Customizable Batching & Scheduling

Intelligent transaction batching and time-based scheduling to consolidate operations and avoid peak network fees. Set rules for max spend, urgency tiers, and automated execution windows.

Up to 70%
Cost Reduction
24/7
Autonomous Operation
04

Enterprise-Grade Security & Audits

Architected with security-first principles. All prediction logic and transaction management code undergoes rigorous internal review and third-party audit before client deployment.

Zero
Security Incidents
Third-Party
Code Audited
benefits
STRATEGIC ADVANTAGES

Business Outcomes: More Than Just Lower Fees

Our Predictive Gas Fee Optimization Tool delivers measurable business value beyond simple cost savings. Here’s how it transforms your operations and strategy.

01

Predictable Transaction Budgeting

Move from reactive cost management to proactive financial planning. Our tool provides accurate gas fee forecasts, allowing you to allocate budgets with confidence and avoid unexpected spikes that derail financial projections.

95%
Forecast Accuracy
± 5%
Budget Variance
02

Enhanced User Experience & Retention

Prevent failed transactions and slow confirmations that drive users away. By executing transactions at optimal times and price points, you ensure a smooth, reliable experience that builds trust and reduces churn.

40%
Fewer TX Failures
< 30 sec
Avg. Confirmation
03

Competitive Market Positioning

Offer consistently lower and more predictable fees than competitors. This becomes a key differentiator in crowded DeFi or NFT markets, attracting cost-sensitive users and improving your platform's value proposition.

15-30%
Avg. Fee Advantage
24/7
Market Monitoring
04

Operational Efficiency at Scale

Automate gas management for high-volume operations like payroll, rewards distribution, or treasury management. Eliminate manual monitoring and execution, freeing your team to focus on core product development.

90%
Time Saved on Ops
Automated
Bulk Execution
05

Data-Driven Protocol Strategy

Gain actionable insights from historical and predictive gas data. Inform decisions on network selection, contract architecture, and feature rollout timing based on concrete cost and performance analytics.

EVM + L2s
Multi-Chain Insights
Real-time
Analytics Dashboard
06

Enterprise-Grade Reliability & Security

Built with institutional standards. Our non-custodial architecture, SOC 2 compliance framework, and continuous security audits ensure your transaction strategy is both effective and secure.

99.9%
System Uptime SLA
Non-Custodial
Security Model
From MVP to Enterprise-Grade

Phased Development & Integration

A structured roadmap for integrating our Predictive Gas Fee Optimization API, designed to match your team's resources and project scale.

Integration PhaseSelf-ServiceManaged IntegrationEnterprise Co-Development

API Access & Documentation

Onboarding & Technical Kickoff

Custom Model Tuning

Multi-Chain Strategy Setup

Smart Contract Integration Review

Dedicated Solution Architect

Priority API Rate Limits

Standard

2x Standard

Custom / Unlimited

Implementation Timeline

Self-paced

2-4 weeks

4-8 weeks

Support & SLA

Community

Business Hours

24/7 with 4h response

Estimated Cost

$0 (API calls)

$15K - $50K

Custom Quote

how-we-deliver
CLIENT-CENTRIC DELIVERY

Our Development & Integration Process

A transparent, four-phase methodology designed for rapid deployment and measurable ROI. We focus on integration, not just implementation, ensuring your team is fully equipped to leverage predictive analytics from day one.

01

Architecture & Discovery

We conduct a deep-dive analysis of your existing infrastructure and transaction patterns. This phase defines the integration scope, data requirements, and success metrics, establishing a clear technical blueprint.

1-2 days
Workshop Duration
Clear SLA
Defined Success Metrics
02

Custom Model Integration

Our team integrates our core predictive engine with your specific blockchain environment (EVM, Solana, etc.) and RPC providers. We tailor fee prediction models to your application's unique transaction mix and user behavior.

EVM/Solana
Protocol Support
Custom Logic
Tailored Algorithms
03

Testing & Security Validation

Rigorous testing against historical and simulated live network conditions. Includes security review of integration points and validation of prediction accuracy against benchmarks to ensure reliability.

>99%
Accuracy Target
Full Audit
Integration Review
04

Deployment & Knowledge Transfer

We manage the production deployment and provide comprehensive documentation and API guides. Includes training sessions for your engineering team to ensure autonomous operation and optimization.

< 2 weeks
Typical Timeline
Full Docs
Comprehensive Handoff
Predictive Gas Fee Optimization

Build vs. Buy: Why a Custom Solution Wins

A direct comparison of the costs, risks, and outcomes of building a gas optimization system internally versus partnering with Chainscore Labs.

FactorBuild In-HouseChainscore Solution

Time to Market

6-9 months

4-6 weeks

Initial Development Cost

$150K - $300K+

$50K - $100K

Ongoing ML Model Maintenance

High (dedicated data scientist)

Included

Multi-Chain Support (EVM)

Custom integration per chain

Pre-built for 10+ chains

Security & Audit Overhead

Your responsibility

Pre-audited, battle-tested core

Accuracy & Performance SLA

Not guaranteed

95% prediction accuracy

Integration Complexity

High (API, oracles, nodes)

Single API endpoint

Total Cost of Ownership (Year 1)

$300K - $600K

$75K - $150K

Team Focus

Diverted from core product

Remains on core product

Predictive Gas Fee Optimization

Frequently Asked Questions

Get clear answers on how our AI-driven tool reduces your transaction costs and improves user experience.

Our tool uses a proprietary machine learning model that analyzes real-time and historical on-chain data, including network congestion, pending mempool transactions, and block space demand. It predicts optimal gas prices for the next 5-10 blocks with 95%+ accuracy, allowing your dApp to submit transactions that are both cost-effective and timely. It integrates via a simple API or SDK.

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