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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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Phala and io.net: Supercharging a Coprocessor Protocol
Phala and io.net: Supercharging a Coprocessor Protocol
IO.NET Team
- Sep 16, 2024

Phala Network partners with io.net to expand its TEE-based coprocessor protocol, accessing 300k+ decentralized GPUs for affordable AI computing.

KREA: Scaling AI-Powered Media with io.net
KREA: Scaling AI-Powered Media with io.net
IO.NET Team
- Sep 9, 2024

KREA scales AI media generation for clients like Nike and Apple using io.net's 300k+ decentralized GPUs at 60% lower costs than traditional cloud.

OpenLedger and io.net: The Future of Decentralized AI
OpenLedger and io.net: The Future of Decentralized AI
IO.NET Team
- Sep 2, 2024

OpenLedger partners with io.net to expand decentralized AI modeling using affordable GPU compute, moving beyond costly centralized cloud providers.

GAIB & io.net: Leading the Future of Tokenized DeAI
GAIB & io.net: Leading the Future of Tokenized DeAI
IO.NET Team
- Aug 26, 2024

GAIB partners with io.net to tokenize GPU infrastructure, enabling compute owners to earn yield while providing developers 90% cheaper AI computing access.

ChainGPT & io.net: Driving Affordable Smart Contract Analytics
ChainGPT & io.net: Driving Affordable Smart Contract Analytics
IO.NET Team
- Aug 26, 2024

ChainGPT partners with io.net's 300k+ decentralized GPUs to deliver faster, affordable smart contract analytics and real-time blockchain code analysis.

Revolutionizing AI Training: How IO.net’s Decentralized Cloud Infrastructure Unlocks New Possibilities
Revolutionizing AI Training: How IO.net’s Decentralized Cloud Infrastructure Unlocks New Possibilities
IO.NET Team
- Aug 19, 2024

IO.net revolutionizes AI training with decentralized GPU infrastructure, offering faster model training, cost-effective scaling, and global access.

io.net: Solving AI’s Compute Bottleneck
io.net: Solving AI’s Compute Bottleneck
IO.NET Team
- Aug 12, 2024

io.net solves AI's compute bottleneck with decentralized GPU networks offering 90% cost savings and instant H100 access for enterprises.

io.net and Alpha Network Form a Partnership to Establish a Secure, Decentralized Environment for AI and Web3 Applications
io.net and Alpha Network Form a Partnership to Establish a Secure, Decentralized Environment for AI and Web3 Applications
IO.NET Team
- Aug 5, 2024

io.net partners with Alpha Network to create secure, privacy-compliant AI training using decentralized GPUs and Zero-Knowledge protocols.

io.net Partners with Creator.Bid to Accelerate Image Model Scaling Using Decentralized GPUs
io.net Partners with Creator.Bid to Accelerate Image Model Scaling Using Decentralized GPUs
IO.NET Team
- Jul 29, 2024

io.net partners with CreatorBid to scale AI image models using decentralized GPUs, powering the future of AI agents and creator economy tools.

China’s Surge: AI Markets in 2025
China’s Surge: AI Markets in 2025
IO.NET Team
- Jul 24, 2024

DeepSeek's breakthrough AI model disrupts Western tech dominance, sparking global competition while highlighting the growing need for efficient compute infrastructure.

io.net: Powering the Future of DefAI
io.net: Powering the Future of DefAI
IO.NET Team
- Jul 22, 2024

io.net powers DefAI with decentralized GPU infrastructure, enabling censorship-resistant AI agents for DeFi at 90% lower costs than Big Tech.

SQD.ai and io.net: Decentralized Data at Scale
SQD.ai and io.net: Decentralized Data at Scale
IO.NET Team
- Jul 15, 2024

SQD.ai partners with io.net to scale decentralized blockchain data processing, cutting costs 90% while powering AI agents with petabyte workloads.

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