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io.net blog

How Leonardo.Ai Scaled from 14K to 19M Users While Cutting GPU Costs by 50%+ with io.net
How Leonardo.Ai Scaled from 14K to 19M Users While Cutting GPU Costs by 50%+ with io.net
IO.NET Team
- Dec 9, 2025

See how Leonardo.Ai scaled from 14K to 19M users and cut GPU costs by over 50% using io.net's high-performance, affordable compute solution for generative AI.

GPU vs CPU for AI: Complete Performance, Cost, and Use Case Comparison for 2025
GPU vs CPU for AI: Complete Performance, Cost, and Use Case Comparison for 2025
IO.NET Team
- Nov 21, 2025

Complete comparison of GPU vs CPU for AI: deep learning performance, hardware cost, TCO, and ideal use cases. Choose the right processor for your training and inference workloads.

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GLM-4.7 Flash Now Available on io.intelligence
GLM-4.7 Flash Now Available on io.intelligence
IO.NET Team
- Jan 23, 2026

Z.ai's GLM-4.7-Flash (30B MoE) is live on io.intelligence. Get the strongest 30B model for coding & reasoning with best-in-class performance-per-dollar.

18 AI Agents Now Available on io.intelligence
18 AI Agents Now Available on io.intelligence
IO.NET Team
- Jan 22, 2026

18 production-ready AI agents for NLP, market data, & automation on io.intelligence. Consolidate your AI stack with one API.

Decentralized Computing in 2025: Architecture, Costs, and Migration Guide
Decentralized Computing in 2025: Architecture, Costs, and Migration Guide
IO.NET Team
- Jan 20, 2026

Complete technical guide to decentralized compute: benchmarks, cost calculator, compliance checklist, and step-by-step migration from AWS/GCP.

GPU Data Centers: How They Work, Energy Demands, and ROI
GPU Data Centers: How They Work, Energy Demands, and ROI
IO.NET Team
- Jan 17, 2026

Your GPU data center investment framework. Compare TCO for cloud, colo, & workstation, including power, cooling, ROI, and hidden costs.

GLM-4.7 Now Available on io.intelligence
GLM-4.7 Now Available on io.intelligence
IO.NET Team
- Jan 13, 2026

GLM-4.7 is now live on io.intelligence. Z.ai's open-source coding model scores 84.9% on LiveCodeBench vs Claude's 64%. Access it via a single API endpoint.

2025: io.net Year in Review
2025: io.net Year in Review
IO.NET Team
- Jan 9, 2026

io.net's 2025: $4M+ saved across 5 case studies, 320K GPUs in 138 countries, 21 partnerships, and a tokenomics redesign. What happens when infrastructure stops being the constraint.

AI

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GLM-4.7 Flash Now Available on io.intelligence
GLM-4.7 Flash Now Available on io.intelligence
IO.NET Team
- Jan 23, 2026

Z.ai's GLM-4.7-Flash (30B MoE) is live on io.intelligence. Get the strongest 30B model for coding & reasoning with best-in-class performance-per-dollar.

Decentralized Computing in 2025: Architecture, Costs, and Migration Guide
Decentralized Computing in 2025: Architecture, Costs, and Migration Guide
IO.NET Team
- Jan 20, 2026

Complete technical guide to decentralized compute: benchmarks, cost calculator, compliance checklist, and step-by-step migration from AWS/GCP.

GLM-4.7 Now Available on io.intelligence
GLM-4.7 Now Available on io.intelligence
IO.NET Team
- Jan 13, 2026

GLM-4.7 is now live on io.intelligence. Z.ai's open-source coding model scores 84.9% on LiveCodeBench vs Claude's 64%. Access it via a single API endpoint.

Finance

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Instant Payments via S65olana: How io.net Leverages Blockchain for Fast Transactions
Instant Payments via S65olana: How io.net Leverages Blockchain for Fast Transactions
IO.NET Team
- Oct 14, 2024

io.net is utilizing the Solana blockchain for instant GPU payments, smart contract automation, and secure, decentralized cloud computing transactions.

Blockchain

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Decentralized Computing in 2025: Architecture, Costs, and Migration Guide
Decentralized Computing in 2025: Architecture, Costs, and Migration Guide
IO.NET Team
- Jan 20, 2026

Complete technical guide to decentralized compute: benchmarks, cost calculator, compliance checklist, and step-by-step migration from AWS/GCP.

What is a GPU Cluster? Beginner's Guide, Cost Calculator, and Buy-vs-Build Tips
What is a GPU Cluster? Beginner's Guide, Cost Calculator, and Buy-vs-Build Tips
IO.NET Team
- Jan 7, 2026

Learn what a GPU cluster is, how it differs from multi-GPU servers, and use our cost calculator to decide if you should build or rent one.

io.net Launches the First Adaptive Economic Engine for Decentralized Compute
io.net Launches the First Adaptive Economic Engine for Decentralized Compute
IO.NET Team
- Dec 11, 2025

Discover io.net's Incentive Dynamic Engine (IDE): an adaptive tokenomics model bringing sustainable economics and predictable stability to decentralized GPU compute.

Quick Reads

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io.net Launches the First Adaptive Economic Engine for Decentralized Compute
io.net Launches the First Adaptive Economic Engine for Decentralized Compute
IO.NET Team
- Dec 11, 2025

Discover io.net's Incentive Dynamic Engine (IDE): an adaptive tokenomics model bringing sustainable economics and predictable stability to decentralized GPU compute.

New Research Shows Consumer GPUs Can Cut AI Inference Costs by 75%
New Research Shows Consumer GPUs Can Cut AI Inference Costs by 75%
IO.NET Team
- Dec 5, 2025

New io.net study shows consumer GPUs (RTX 4090) can cut AI inference costs by up to 75% for LLMs, enabling a sustainable, heterogeneous compute infrastructure.

How To Stop Being An Ostrich: Creating Real Value With Blockchain
How To Stop Being An Ostrich: Creating Real Value With Blockchain
IO.NET Team
- Nov 12, 2025

Blockchain promised to solve centralization, but focused on wrong problems. DePIN networks like io.net finally deliver real value through affordable GPU access.

Latest By Topic (84)

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Injective & io.net: Expanding Decentralized Compute to Power The Future of DeFAI
Injective & io.net: Expanding Decentralized Compute to Power The Future of DeFAI
IO.NET Team
- Apr 21, 2025

Injective partners with io.net to revolutionize DeFAI development by combining AI-driven blockchain tools with decentralized GPU computing infrastructure.

Theoriq and io.net: Powering Decentralized AI Swarms
Theoriq and io.net: Powering Decentralized AI Swarms
IO.NET Team
- Apr 14, 2025

Theoriq partners with io.net to power decentralized AI agent swarms on blockchain, reducing compute costs by 90% while scaling modular AI ecosystems.

io.net Decentralized GPU Network: Simplifying AI Deployment on Solana with Developer Tools
io.net Decentralized GPU Network: Simplifying AI Deployment on Solana with Developer Tools
IO.NET Team
- Apr 7, 2025

io.net's developer tools provide simplified API integration and decentralized GPU access, reducing AI deployment costs by up to 90% compared to centralized providers.

The Future of AI Computing: How Decentralization is Changing the Game
The Future of AI Computing: How Decentralization is Changing the Game
IO.NET Team
- Mar 24, 2025

Explore how decentralized computing networks are revolutionizing AI development by providing cheaper, faster, and more scalable alternatives to traditional cloud services.

Your io.net Guide to GPU Cloud & Hardware Innovation
Your io.net Guide to GPU Cloud & Hardware Innovation
IO.NET Team
- Mar 17, 2025

A comprehensive guide to launching and managing virtual machines and containers on IO.net's decentralized GPU cloud platform for cost-effective computing.

Getting Started with io.cloud: Deploying and Managing Your Virtual Machines
Getting Started with io.cloud: Deploying and Managing Your Virtual Machines
IO.NET Team
- Mar 10, 2025

A comprehensive guide to launching and managing virtual machines and containers on io.net's decentralized GPU cloud platform for cost-effective computing.

What is IO Intelligence? Unlocking the Power of AI-Driven Insights
What is IO Intelligence? Unlocking the Power of AI-Driven Insights
IO.NET Team
- Mar 3, 2025

IO Intelligence is an AI-powered analytics system that optimizes decentralized computing with real-time monitoring, cost reduction, and LLM performance tracking.

io.net and Nillion Partner to Transform Privacy-Preserving AI Compute Solutions
io.net and Nillion Partner to Transform Privacy-Preserving AI Compute Solutions
IO.NET Team
- Feb 24, 2025

io.net and Nillion partner to combine decentralized GPU computing with privacy-preserving blind computation for secure AI inference solutions.

Will AI Agents Replace Human Work? How Decentralized Computing Can Speed Up the Process
Will AI Agents Replace Human Work? How Decentralized Computing Can Speed Up the Process
IO.NET Team
- Feb 17, 2025

How does AI automation affect jobs across industries, and how decentralized computing accelerates AI development, reshaping the future workforce?

AI Agents and Decentralized Computing: The Future of Self-Operating Intelligence
AI Agents and Decentralized Computing: The Future of Self-Operating Intelligence
IO.NET Team
- Feb 10, 2025

AI agents paired with decentralized computing create autonomous, scalable systems that reduce costs and increase resilience across industries.

What is IO Intelligence? An AI Game-Changer
What is IO Intelligence? An AI Game-Changer
IO.NET Team
- Jan 27, 2025

IO Intelligence is an AI-powered optimization system for decentralized computing that monitors, predicts, and optimizes GPU workloads automatically.

Discovering Creativity through BC8: Easy AI-Generated Image Creation
Discovering Creativity through BC8: Easy AI-Generated Image Creation
IO.NET Team
- Jan 20, 2025

BC8 creates AI-generated images from text prompts using io.net's decentralized GPU network for faster, affordable image generation with free credits.

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