Ethereum (ETH)

What is Ethereum?

Ethereum is the leading blockchain platform for smart contracts and decentralised applications. Its native coin, Ether, is the second-largest cryptocurrency by market capitalisation and the fuel of the entire Web3 ecosystem.

Ethereum hosts the vast majority of existing DeFi protocols, NFT marketplaces and Web3 applications. After switching to Proof of Stake in September 2022 (The Merge), ETH reduced its energy consumption by 99%. The EIP-1559 mechanism burns a portion of the fees from each transaction, making it progressively deflationary during periods of high activity.

Key data

Why analyse Ethereum with machine learning?

Ethereum shows a strong correlation with DeFi and NFT adoption cycles, generating predictable patterns linked to on-chain activity peaks. Its trading volume is second only to Bitcoin, ensuring sufficient liquidity for reliable technical signals. Planned network upgrades (EIP upgrades) create catalyst events with a measurable impact on price.

How High Tide's analysis of Ethereum works

Every day, the High Tide model analyses Ethereum by combining multiple technical indicators: RSI to identify overbought and oversold conditions, MACD to detect momentum changes, and Bollinger Bands to measure relative volatility. The analysis also integrates the closing price, trading volumes and the trend over the last 24 hours. The model publishes an UP or DOWN signal only when all indicators exceed the minimum confidence threshold, filtering out weak or contradictory signals. Each prediction is verified after 7 days against real Binance data, continuously updating the accuracy statistics.