quantitative

Gate Research Institute released the August 2026 cryptocurrency and TradFi quantitative report. BTC and ETH rose approximately 25.1% and 32.6% respectively during the month. Gate contract data shows that the open interest amount for BTC increased from about $4.02 billion to $4.38 billion, while ETH rose from about $2.46 billion to $2.75 billion, with increases of approximately 9% and 12.1% respectively.The funding rates for both remained moderately positive most of the time, with long positions dominating the number of accounts, but the active trading long-short ratio was below 1. The TradFi market also rose in sync, with NAS100 increasing about 4.2% during the month, outperforming US500 and US30, while large tech stocks showed a divergence in trends.The report compared four models: moving average trends, trend momentum, Donchian breakout, and RSI mean reversion. Backtesting results showed that the 100-day moving average and 20-day price momentum strategies achieved positive cumulative returns on BTC, ETH, US500, and NAS100, with a median Sharpe ratio of 0.64 and a median maximum drawdown of 8.71%. The report includes Gate TradFi's US500 and NAS100 in cross-asset observations and evaluates market heat by combining Gate contract long-short ratios, funding rates, and open interest data. The execution over the next one to three months will focus on trend confirmation, volatility rebalancing, leverage limits, and cooling off abnormal liquidations.

X account bitcoinarchive states that VanEck indicates all 12 quantitative signals show that the Bitcoin bear market has ended.VanEck also points out, "Saylor's strategy sell-off looks like a typical newspaper headline bottom."

Robert Kiyosaki, the author of "Rich Dad Poor Dad," posted on the X platform stating that the new round of quantitative easing (QE) policy in the United States may lead to a decline in the purchasing power of the dollar and further increase inflation risks. Those holding cash dollar savings may become the biggest affected group.Investors should not rely on continuously depreciating fiat currency but should focus on assets that can appreciate over time.

Bitget announced the launch of the "Project Archimedes," establishing a special fund with a total scale of $300 million to provide capital support for quantitative trading firms, asset management institutions, and market makers. The plan includes two sub-projects: a $100 million "Capital Support Program," which focuses on supporting emerging and growth-oriented quantitative institutions that adopt market-neutral strategies; and a $200 million "Interest-Free Lending Program," aimed at institutions with mature strategies and a certain trading scale, which can obtain interest-free funds by meeting corresponding trading volume or position standards to reduce financing costs and expand strategy scale.Bitget CEO Gracy Chen stated that as competition in institutional trading intensifies, capital, execution efficiency, and risk control are becoming important factors in whether strategies can achieve scalability. The Archimedes plan aims to help capable teams expand their strategy scale through capital support, with expectations to support over 50 projects in the next six months. Meanwhile, relying on Bitget's Unified Trading Account (UTA), institutions can use rToken spot positions as collateral for derivatives, allowing them to maintain tokenized stock exposure and contract strategies simultaneously without cross-account transfers, further enhancing capital efficiency.The Archimedes plan will adopt a long-term cooperation framework, implementing rolling access and phased deployment, and will regularly disclose progress such as the number of participating institutions, capital deployment scale, and strategy distribution.

According to the Daily Economic News, the July quantitative private equity industry experienced a systemic drawdown, with several institutional products seeing a monthly net value decline of over 20%, turning year-to-date returns from positive to negative. Specifically, among the 9 displayed products under Huansquare Quantitative, 8 have recorded negative returns year-to-date, with all monthly declines in July exceeding 20%, and the maximum drawdown reaching 22.15%; among the 14 products displayed by Mingcong Investment, 9 have recorded negative returns year-to-date; in Jiukun Investment's 15 products, 14 still have positive returns year-to-date, but the monthly drawdown is also significant. In contrast, Yanfeng Investment has shown relatively stable performance.Regarding this drawdown, multiple institutions believe that this round of adjustment is more due to emotions and trading structures rather than the end of the AI industry trend. Freshwater Spring Investment pointed out that AI is still rapidly developing in terms of model capability enhancement, cost reduction, and the diffusion of application scenarios. Referencing experiences from the internet era, it is normal for there to be fluctuations during the advancement of technological waves. Institutions believe that AI investment is gradually transitioning from the previous focus on computing power infrastructure in the "first half" to "intelligent equity" in the "second half"—that is, a phase where the cost of intelligent usage continues to decline and application scenarios are accelerated in unlocking, providing opportunities for supply chain companies that can offer cost-effective solutions for leading model companies and large cloud vendors.

Gate officially released the June 2026 Wealth Management Monthly Report, providing a comprehensive review of the June cryptocurrency market trends and the performance of platform wealth management products. The report shows that the cryptocurrency market continued its downward trend in June, with both BTC and ETH recording a monthly decline of about 20%. Market funds leaned more towards caution and risk aversion; the total market capitalization of the cryptocurrency market dropped from approximately $2.30 trillion to $2.17 trillion. Continuous outflows of institutional ETF funds weakened the marginal buying pressure on BTC and became one of the important factors for its breach of key support and the weakening of market sentiment, with overall risk appetite significantly cooling compared to the previous period.In terms of product performance, the overall scale of Yubi Treasure remained stable in June, fluctuating narrowly in the range of 1.5 to 1.6 billion USDT; the total issuance of GUSD decreased from about 191.9 million at the beginning of the month to about 182.3 million at the end of the month, with the annualized yield maintaining at 2.8% to 3.0%, reflecting strong stability. Among advanced products, the Gate dual-currency investment low-buy strategy with a 0-day term achieved an APY of 295%, significantly higher than the market average of 166%; the Gate quantitative fund continued to exhibit stable returns and low drawdown characteristics, with the "Interstellar Hedge (USDT)" cumulative return leading at 18.7%. With the acceleration of stock allocations following the listing of Korean stocks, by the end of June, Korean stocks accounted for about 75% of the overall holdings, with the top ten holdings focusing on global semiconductor and technology growth assets, with SK Hynix ranking first. The report suggests that in a volatile market, stable returns, quantitative strategies, and diversified asset allocation remain important directions for wealth management. Gate will continue to provide users with multi-layered asset allocation and yield enhancement tools to help investors seize structural opportunities and improve asset management efficiency in a volatile market.

Gate released the Private Wealth Management Report for May 2026. The crypto market continued its adjustment trend in May, influenced by rising geopolitical uncertainties and declining risk appetite. BTC fell approximately 2.9% during the month, while ETH dropped over 11%, with overall performance weaker than traditional risk assets during the same period. Against the backdrop of increased market volatility, Gate's private wealth quantitative strategies demonstrated strong resilience. Data shows that the net value of quantitative funds overall rebounded in May, with 90% of strategies recording positive returns. Among them, the "Interstellar Hedge (USDT)" cumulative return rate increased to 18.6%, with all 23 cycles within the statistical range achieving profitability, maintaining a win rate of 100%. Meanwhile, the drawdown levels of the USDT and BTC strategies continued to remain low, with overall risk control performance better than the market benchmark.At the same time, AI-related investments continued to be an important driver of growth. On the macro level, inflation remains a key variable affecting market expectations, with the market generally expecting the June FOMC meeting to maintain the current interest rate level. On the other hand, as the supporting details of the GENIUS Act gradually take effect, the regulatory framework for stablecoins is transitioning from policy framework to actual implementation, bringing more certainty to the digital asset industry.

Gate released the private wealth management report for April 2026. The report indicates that the overall cryptocurrency market is showing a strong fluctuation due to the continuous inflow of ETF funds and expectations of interest rate cuts. In April, BTC and ETH rose approximately 11.9% and 7.3%, respectively. Among them, the net inflow of BTC ETF reached $2.44 billion in a single month, setting a new high in nearly six months, and the total management scale surpassed $100 billion for the first time, indicating a significant rebound in market risk appetite.In terms of product performance, the overall annualized return of Gate's private wealth USDT strategy is approximately 5.6%, continuing its steady performance. The "Interstellar Hedge (USDT)" has achieved a cumulative return of 18.2%, with all 22 cycles generating positive returns, achieving a win rate of 100%; the "Star Core Intelligent Investment (USDT)" has reached a maximum return rate of 9.5% in the past year; the "Gravitational Hedge (USDT)" has maintained a win rate of 100% for two consecutive years, with a maximum drawdown of only 0.01%, demonstrating outstanding risk control capability. Overall, the historical maximum drawdown of each strategy is generally controlled within 0.9%.Looking ahead, the report points out that the BTC RHODL ratio has risen to 4.5, the third highest level in history, while exchange reserves have fallen to a seven-year low, indicating an enhanced trend of long-term holding and continued supply contraction, with a generally optimistic outlook for the medium to long-term market.

Former Jump Trading senior quantitative researcher Yiming Zhang has received startup funding support from hedge fund giant Millennium Management after leaving the firm and will conduct business as an external manager in the future.Yiming Zhang worked at Jump for 17 years and was one of the key members of the core strategy department. Due to non-compete clauses, his new role is expected to officially start after the restriction period ends. Industry insiders point out that Millennium Management has been expanding its footprint in recent years by providing funding support to external teams, becoming one of the important "incubators" in the hedge fund sector.

According to Decrypt, the institutional-level quantitative AI trading platform AlphaNet announced the completion of a $10 million seed round financing, led by private equity firm Joffre Capital, with participation from Huashan Capital and an Asian quantitative trading consortium. This round of financing will support its transition from an invitation-only whitelist model to a public platform release.It is reported that AlphaNet was incubated by the Asian proprietary trading firm Tensor Investment and is positioned as an institutional-level "systematic alpha" trading platform, aiming to provide retail users with trading capabilities that were previously only available to institutions.

According to the latest "March 2026 Private Wealth Management Monthly Report" released by Gate, in March, BTC and ETH overall showed a "decline followed by stabilization" repair structure. Institutional allocation is centered on BTC, with ETH as a supplement. In March, BTC ETF saw a cumulative inflow of approximately $86.8 billion, while ETH ETF saw about $12.6 billion.Gate's private wealth quantitative fund performed steadily, with an average annual return of 5.7% for the USDT strategy. The Xinghe Smart Investment (USDT) had the highest return rate in the past year, reaching 9.5%. The Interstellar Hedge (USDT) achieved a cumulative return rate of 18.0%, with all 21 periods realizing positive returns, resulting in a total win rate of 100%. At the end of March, the situation in the Strait of Hormuz marginally eased, and the market's expectations leaned more towards a short-term disturbance scenario, with oil prices and inflation shocks being controllable, allowing risk assets to maintain moderate performance.

According to the recent "2025 Cryptocurrency Quantitative Strategy Index Report" released by 1Token, Bybit Institutional has demonstrated significant structural advantages in cryptocurrency quantitative strategies, particularly excelling in the Delta neutral and USD neutral strategy categories.The report analyzes data from over 50 strategies managed by 25 professional trading teams, focusing on the three mainstream investment strategies in quantitative trading and the performance of various institutional strategies. In the face of macro volatility and liquidity pressures in 2025, Bybit Institutional showcased exceptional resilience, delivering results that exceeded expectations. Notably, Bybit exhibited a sustained competitive advantage in key metrics:Delta neutral strategy: Bybit achieved a return of 9.48% among major exchanges while maintaining the lowest maximum drawdown and volatility.USD neutral strategy: Delivered a return of 66.69%, significantly surpassing the industry benchmark.Bybit Institutional's strong performance in 2025 is attributed to its deep liquidity, efficient execution capabilities, and robust infrastructure support, with liquidity depth and execution quality playing a crucial role in determining the performance of decisive strategies.

According to Jinshi, U.S. Treasury Secretary Basant stated that the Federal Reserve has a long way to go before returning to quantitative easing.

According to official data, the Gate Quantitative Fund's popular strategy product "Hedged Smart Investment - USDT" currently has an annualized return of 9.51% and has been running for 586 days. This product is open for subscription to users at VIP5 level and above, automatically identifying structural market opportunities through quantitative models, and optimizing capital allocation by combining hedging and dynamic rebalancing mechanisms to enhance the overall risk-return ratio.Currently, the overall operation of the Gate Quantitative Fund remains stable, with a continuously growing return curve. In addition to "Hedged Smart Investment," the platform also offers multiple strategy products for subscription, including "Yield Pioneer - USDT," "Hedged Smart Strategy - USDT," and "Arbitrage Pioneer - USDT," with annual returns ranging from approximately 4.51% to 5.78% over the past year. In the future, the Gate Quantitative Fund will continue to optimize quantitative models and risk hedging mechanisms, launching more high-quality product strategies to provide high-net-worth users with more diversified and stable return options.

AI quantitative trading company Inference Research announced the completion of a $20 million seed round financing, led by Avenir Group. The funds will be used to expand the company's self-developed infrastructure to integrate traditional finance and digital assets, while accelerating talent recruitment. It is reported that the company is forming a team of quantitative analysts, engineers, and researchers.

According to the latest "January 2026 Private Wealth Management Monthly Report" released by Gate, the crypto market experienced a sell-off in January, with BTC and ETH dropping by 10% and 18% respectively. In the overall pressured market environment, the Gate Private Wealth Quantitative Fund performed relatively steadily, with the USDT strategy achieving a return rate of 6.7% over the past year. The report noted that the Interstellar Hedge (USDT) strategy stood out with a monthly annualized return rate of 5.0%, while the Quantum Leap (USDT) and Interstellar Hedge (USDT) strategies have achieved a 100% monthly win rate since their inception. The annualized return rate of the top 30% portfolio in January reached 4.5%, significantly outperforming Bitcoin and U.S. Treasury yields.From an overall perspective, Walsh's appointment is not sufficient to be interpreted as a comprehensive tightening of monetary policy stance; the mainstream market expectation still believes there is room for two rate cuts this year. Although adjustments in monetary policy expectations and increased phase selling have intensified market volatility, historical data indicates that we are more likely in a market consolidation phase, with long-term structural trends still having development potential.