Trading

This article delves into machine learning-based cryptocurrency price prediction models, with a focus on the application and comparison of LSTM and Transformer. It also covers the integration of on-chain data, community sentiment, and macroeconomic factors, while exploring the impact of black swan events.

Gate Research Daily Report: On April 10, Bitcoin fell to $79,733 and Ethereum to $1,535. Gate.com released its Q1 2025 report. Trump repealed crypto tax rules, marking the first official crypto legislation. Tokenized gold trading volume hit a two-year high. AVAX may gain mainstream ETF access, and top altcoins XCN, AERGO, and ZRC posted notable gains.

Gate ETF, or leveraged tokens, are crypto financial instruments that “tokenize” leveraged trading. They allow users to gain amplified price exposure through spot trading without needing margin or a futures account. As the crypto derivatives market evolves, these products are increasingly used to improve capital efficiency and simplify risk management in trending markets.

This article delves into the creation of a consistently profitable personal trading system, focusing on essential elements like entry and exit strategies, trading timeframes, and position sizing—empowering traders to identify their edge in the market.

Gate Research Daily Report: April 14, Bitcoin declined to $84,514, while Ethereum fell to $1,619. Despite the broader market pullback, on-chain activity remains strong, with Ethereum setting a new record by processing $1.18 trillion in stablecoin transfers over the past 30 days—highlighting continued capital flow and user engagement. In contrast, the NFT market continues to shrink, as both trading volumes and active user numbers have declined sharply. The SEC has proposed a new crypto regulatory sandbox, signaling a potential shift toward more flexible and innovation-friendly policymaking. At the same time, Pump.fun has seen its daily trading volume collapse by 99%, and its token "graduation rate" has slowed significantly, reflecting a cooling of speculative fervor on the Solana network. Amid these developments, Gate.com has announced a major brand revamp, unveiling its new Chinese name "Damen" (meaning "The Gate"), which represents its commitment to embracing the next wave of growth in the Web3 era.

Over the past week, markets were primarily driven by the escalation of the US Iran conflict. WTI crude rose nearly 17% and returned above the $100 level, pushing US Treasury yields higher, with the 10 year reaching 4.44%, while the US dollar strengthened. The crypto market declined by more than 6% overall, and the VIX climbed to 31. On the capital side, BTC and ETH ETFs recorded about $500 million in net outflows mid week, followed by a modest rebound.

Over the past week, global markets entered a risk-off phase, driven by hawkish Fed expectations and escalating geopolitical tensions. Climbing US Treasury yields weighed on risk asset valuations. Gold and silver, after strong rallies, each saw corrections of more than 10%. The crypto market weakened in parallel, with BTC dropping below $70,000. Meanwhile, crude oil held firm amid expectations of potential supply shocks, and energy factors continued to disrupt the inflation outlook. On the capital front, both BTC and ETH ETFs recorded net outflows, reflecting a slowdown in short-term capital inflows. Nevertheless, total AUM remained at elevated levels, as long-term allocation capital has not exited the market. On-chain, DEX liquidity became increasingly concentrated in leading and highly efficient protocols, with Meteora’s rapid ascent reshaping trading dynamics. Marginal growth in stablecoin supply stemmed from protocol-based assets, and DeFi credit demand shifted primarily back to stablecoin arbitrage and

Gate Research Daily Report: April 15, Bitcoin at $85,284, Ethereum at $1,641.76. Digital asset funds see $7.2B in 3-week outflows. Canada to launch first Solana spot ETFs with staking. Ethereum leads Q1 dApp revenue with over $1B. Bitcoin implied volatility surges as markets remain uncertain on trade policy. JPMorgan launches GBP blockchain accounts to expand global settlement capabilities.

USD1 (World Liberty Financial USD) is a stablecoin pegged to the US dollar, designed to maintain price stability through collateralization or a hybrid mechanism. As an emerging stablecoin, USD1 aims to deliver higher capital efficiency and a more transparent reserve structure within the decentralized finance (DeFi) ecosystem.

Gate Research Daily: On Apr. 1, BTC rebounded above $68,000 and entered a consolidation phase. ETH climbed back above $2,100, while GT held steady in a tight range near $6.59. Mid- and small-cap tokens remained active, with StakeStone, saffron.finance, and KernelDao leading in rise %. At the same time, Google's quantum computing breakthrough sparked renewed debate over Bitcoin's security. The stablecoin infrastructure sector attracted fresh investment attention, and the regulatory boundaries of the Clarity Act continued to be a major topic within the industry.

Gate Research Daily Report: April 16, The crypto market remained in a choppy trading range today, with Bitcoin slipping 1.54% to $83,782 and Ethereum falling 1.97% to $1,603.38. TRON reported a record-setting $760 million in Q1 revenue, signaling continued strength in on-chain activity and its stablecoin ecosystem. DeFi lending demand surged significantly, while centralized crypto lending (CeFi) saw a steep 68% decline from its 2022 peak, further highlighting the shift toward decentralized finance. On Solana, PumpSwap hit a new all-time high in daily trading volume, driven by a sharp rise in user engagement and transaction activity. Meanwhile, Polygon introduced AggLayer, a cross-chain value aggregation layer aimed at building a new paradigm for an "Internet of Value" across blockchain networks. Solana also upgraded its network by raising the per-block compute limit, boosting performance and continuing its push for scalability.

As market sentiment cools down, trading bots are facing a new phase of adaptation and transformation—especially within the Solana ecosystem, where the competitive landscape is being rapidly reshaped. This article analyzes the current state of the trading bot market, how emerging forces are overtaking established players through multi-scenario competition, and the functional upgrades and user experience improvements of leading trading bots such as Axiom, Photon, BullX, Trojan, and GMGN.

This article provides an in-depth analysis of the $PROMPT caching profit model. It evaluates the profit differences and strategic choices between caching $PRIME and directly purchasing $PROMPT at the current stage. This helps investors make wiser allocation decisions between terminal valuation and market volatility.

Gate Research Weekly Report: This week, cryptocurrency prices entered a recovery phase after a rebound, maintaining a consolidation range. Soneium collaborated with EigenLayer to launch a 10-second Fast Finality Layer, marking a significant improvement in L2 performance. KiloEx fell victim to a flash loan attack losing $7 million, highlighting ongoing DeFi security concerns. Bitcoin miners sold more than 40% of their March BTC production, while sUSD faced an escalating depegging risk that sparked market panic. In a positive development, Panama's capital city became the first to accept cryptocurrency for payments.

This article explores the concept and development of the decentralized exchange platform Hyperliquid, the events and potential causes of its crisis, and the debates over centralized intervention, associated risks, and future prospects.