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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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The Rise of Specialized Agents: Supercharging Decentralized Systems
The Rise of Specialized Agents: Supercharging Decentralized Systems
IO.NET Team
- Jan 13, 2025

Specialized AI agents leverage DeFi and blockchain technology to create autonomous financial systems, powered by io.net's decentralized GPU infrastructure.

Nesa and io.net: The Future of Decentralized AI on Blockchain
Nesa and io.net: The Future of Decentralized AI on Blockchain
IO.NET Team
- Jan 6, 2025

Nesa blockchain hosts 1,000+ AI models with io.net's decentralized GPU network, creating trustless AI infrastructure to compete with Big Tech.

Allora and io.net: Scaling AI with Decentralized GPU Compute
Allora and io.net: Scaling AI with Decentralized GPU Compute
IO.NET Team
- Dec 30, 2024

Allora Network partners with io.net to scale DeAI platform using decentralized GPUs, enhancing ML training and predictive modeling capabilities.

Filecoin and io.net: Merging Decentralized Storage and Compute
Filecoin and io.net: Merging Decentralized Storage and Compute
IO.NET Team
- Dec 23, 2024

Filecoin partners with io.net to expand beyond storage, letting providers monetize unused GPUs for compute while strengthening both networks.

Trustless AI: io.net and Mira Lock In Reliability
Trustless AI: io.net and Mira Lock In Reliability
IO.NET Team
- Dec 16, 2024

Mira partners with io.net to scale AI verification infrastructure, using decentralized compute to maintain 97-98% accuracy for 400k+ users daily.

Introducing Retrieval Engine: Grounded AI for Enterprise Knowledge Management
Introducing Retrieval Engine: Grounded AI for Enterprise Knowledge Management
IO.NET Team
- Dec 2, 2024

New Retrieval Engine from io.net transforms enterprise knowledge management with citation-backed AI responses from trusted document sources.

Unlock the Potential of Your Underutilized Hardware: Rent Your GPUs/CPUs with IO Worker
Unlock the Potential of Your Underutilized Hardware: Rent Your GPUs/CPUs with IO Worker
IO.NET Team
- Nov 25, 2024

Learn how IO Worker lets users monetize idle GPUs/CPUs by renting computing power for AI training, earning cryptocurrency rewards based on hardware quality.

Real-World AI Applications: How Developers Are Leveraging Decentralized GPUs
Real-World AI Applications: How Developers Are Leveraging Decentralized GPUs
IO.NET Team
- Nov 18, 2024

Real-world case studies show how AI startups, researchers, and businesses leverage io.net's decentralized GPU network for faster, cost-effective computing.

Smart Contracts & Decentralized Compute: io.net Leverages Blockchain for Seamless Automation
Smart Contracts & Decentralized Compute: io.net Leverages Blockchain for Seamless Automation
IO.NET Team
- Oct 21, 2024

io.net is leveraging smart contracts on the Solana blockchain to automate GPU rentals, payments, and resource allocation for transparent decentralized computing.

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.

Nexus and io.net Announce Partnership to Enhance Compute Power for Nexus Network
Nexus and io.net Announce Partnership to Enhance Compute Power for Nexus Network
IO.NET Team
- Sep 30, 2024

Nexus partners with io.net to expand computational power for its zkVM, enhancing zero-knowledge proof generation with decentralized GPU resources.

Creator.bid & io.net: Riding the Tsunami of AI-Driven Content
Creator.bid & io.net: Riding the Tsunami of AI-Driven Content
IO.NET Team
- Sep 23, 2024

CreatorBid partners with io.net to scale AI agent creation and tokenization, enabling autonomous content generation with decentralized GPU compute.

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