Skip to main content
ERGO
  • Docs
  • Blog
Get Wallet
PLATFORM
TechnologyUse CasesEcosystemCompare BlockchainsInfographicsWallets
LEARN
Start HereDocumentationGlossaryFAQPlaybooksDev Patterns
COMMUNITY
BlogDiscordTelegramTwitterGitHubGrants

© 2025 ERGO PLATFORM. ALL RIGHTS RESERVED.

ERGO IS AN OPEN-SOURCE PROJECT. CONTRIBUTE ON GITHUB

Home
Learn
Glossary
Mining
Memory-Hard Mining Proof of Work
Mining
Intermediate
Updated 1/15/2025

What is

Memory-Hard Mining Proof of Work?

A mining algorithm that requires significant memory (RAM/VRAM) to solve, making ASIC development economically impractical and promoting GPU mining decentralization.

Memory-hard Proof of Work algorithms are designed to require substantial memory bandwidth and capacity to solve mining puzzles, rather than just raw computational power. This makes developing specialized ASIC hardware economically impractical because memory chips are expensive and don't benefit from the same efficiency gains as logic circuits. Ergo's Autolykos 2 is a memory-hard algorithm requiring 4GB+ GPU VRAM, ensuring that consumer graphics cards can mine competitively and preventing the centralization seen in ASIC-dominated networks like Bitcoin.

Key Points

  • Requires significant memory (VRAM) to mine
  • Makes ASIC development economically impractical
  • Ergo's Autolykos 2 requires 4GB+ GPU VRAM
  • Promotes decentralization through GPU mining
  • Memory bandwidth is the bottleneck, not compute
  • Prevents mining centralization by large ASIC farms

Use Cases

1

Understanding why Ergo is ASIC-resistant

2

Evaluating GPU requirements for mining

3

Comparing mining decentralization across blockchains

4

Assessing long-term mining accessibility

Technical Details

Memory-hard algorithms force miners to store and access large datasets in memory during puzzle solving. Autolykos 2 uses a table of ~2GB that must be stored in GPU VRAM and accessed randomly during mining. Since memory bandwidth doesn't scale as efficiently as compute in ASICs, the cost advantage of specialized hardware is eliminated. The algorithm also uses Blake2b hashing and requires solving equations that depend on the memory table contents.

Related Infographics

Powered by Builders. Designed for Freedom.

Powered by Builders. Designed for Freedom.

Three-layer Ergo pyramid showing miners securing the base layer, builders shipping tools and dApps, and freedom seekers owning their finance.

Ergo vs Solana: TPS vs Sovereignty

Ergo vs Solana: TPS vs Sovereignty

Infographic comparing Ergo’s high decentralization and sovereignty with Solana’s maximum throughput focus, including hardware, funding and design trade-offs.

Autolykos: Mining Without Masters

Autolykos: Mining Without Masters

How Ergo's Autolykos PoW keeps mining open to consumer GPUs, limits pool dominance and funds long-term security with block rewards plus storage rent.

How Is Security Maintained?

How Is Security Maintained?

How network security and rewards differ between typical Proof-of-Stake staking and Ergo's ASIC-resistant Autolykos GPU mining.

Related Articles

Autolykos: Ergo's Sustainable GPU Mining Algorithm

Autolykos is the Ergo mining algorithm: a memory-hard proof-of-work designed for ASIC-resistant mining, sustainable PoW, and a more decentralised, GPU-friendly Ergo blockchain.

How Ergo's Storage Rent Solves Blockchain State Bloat

Ergo's miners can charge small fees on dormant accounts, clearing dust transactions and ensuring blockchain state stays manageable.

The Ergo Manifesto: Ergonomic Money for Everyone

The foundational vision of Ergo Platform by Kushti - creating decentralized financial tools that empower ordinary people. A manifesto for true peer-to-peer economic freedom.

Frequently Asked Questions

Questions about Memory-Hard Mining Proof of Work

Common questions about this topic

How to get started with Ergo?

Start by getting a wallet (Nautilus for browser, Terminus for mobile). Back up your seed phrase securely offline. Get some ERG from an exchange (Gate.io, KuCoin) or DEX (Spectrum). Make a test transaction. Then explore: try DeFi on Spectrum, check out NFTs, or dive into the technology if you're a builder.

How-to
Getting Started

What is the best GPU for Ergo mining?

For Ergo mining, GPUs with high memory bandwidth perform best. Popular choices include NVIDIA RTX 3060 Ti, 3070, 3080, and AMD RX 6800 XT. Minimum 4GB VRAM required. The best GPU depends on your budget, electricity cost, and availability. Efficiency (hashrate per watt) matters more than raw hashrate.

Explainer
Mining

Why does Ergo's fair launch matter?

Ergo had no pre-mine, no ICO, no VC allocation. 100% of ERG comes from mining. This means no insiders dumping on you, no VCs controlling governance, no foundation with majority stake. Fair launch creates genuine decentralization - the network belongs to miners and users, not early investors seeking exit liquidity.

Philosophy
Philosophy

What is Autolykos and how does it work?

Autolykos is Ergo's memory-hard Proof-of-Work algorithm designed for GPU mining. It requires significant RAM (currently ~2.5GB), making ASIC development uneconomical. Autolykos v2 (current version) allows pool mining while maintaining ASIC resistance. The algorithm promotes decentralization by keeping mining accessible to consumer hardware.

Explainer
Mining
View all questions

Related Topics

Mining Ergo

Fair, Accessible, ASIC-Resistant Proof-of-Work

Explore topic

Ergo Philosophy

Cypherpunk Values for Financial Freedom

Explore topic

Explore More Terms

AutolykosHash RateBlock RewardDifficulty AdjustmentMining PoolGPU Mining

Master Ergo Terminology

Get more educational content and deep dives into Ergo technology delivered to your inbox.

Follow for daily updates