Perpetuals.com Ltd. was incorporated as a joint stock company in Japan under the laws of Japan on May 1, 2018. The company builds products, provides services and develops solutions based on the company's proprietary Grid Classification System (" GLS ") to leverage blockchain technology in a variety of business environments, including ad tracking, online visitor management and the sale of irreplaceable tokens. The company's clients represent a variety of industries such as information technology, shipping, real estate, entertainment, cosmetics and chemical products. 

The European Institute of Management (EIM) and Perpetuals.com Ltd have launched a joint research group, pairing over 20 doctoral researchers with a leading AI-powered trading company. The EIM researchers will work alongside Perpetuals' leaders developing sophisticated AI trading models using proprietary trading datasets and live venue data. The initiative is expected to run for at least three years and will focus on behavioral finance, trader performance classification, market microstructure, and model risk. The collaboration aims to create an unrivaled team building new and powerful AI models that will reshape trading worldwide.

Perpetuals

Perpetuals, EIM Launch Joint Research Group for AI Trading Models

According to the 15-minute chart for ProPetro Holding, the MACD indicator has recently crossed below the signal line, indicating a shift in momentum towards the downside. Additionally, the KDJ indicator has also crossed below the 20 line, further suggesting a potential decline in the stock price. This combination of indicators, known as a "Death Cross," suggests that the stock price has the potential to continue falling and may experience further decreases in the future.Recent technical analysis of ProPetro Holding (PDC) on the 15-minute chart reveals that the MACD indicator has crossed below its signal line, signaling <a href="https://www.investopedia.com/terms/m/macd.asp">a potential shift in momentum</a> toward the downside. This crossover is often interpreted as a bearish signal by traders, suggesting that selling pressure may be increasing. Concurrently, the KDJ indicator has also crossed below the 20 line, reinforcing <a href="https://www.investopedia.com/terms/m/macd.asp">the possibility of a further decline</a> in the stock price.The combination of these two indicators—MACD and KDJ—has led some analysts to refer to the pattern as a "Death Cross," a term used to describe <a href="https://www.investopedia.com/terms/m/macd.asp">key momentum indicators align</a> to suggest a continuation of downward movement. While such signals do not guarantee future price action, they are often used by traders to assess potential entry or exit points.It is important to note that MACD is a lagging indicator, meaning it reflects historical price data and <a href="https://www.investopedia.com/terms/m/macd.asp">may not always predict future trends</a> with precision. Traders are advised to use additional tools, such as the RSI or ADX, to <a href="https://www.investopedia.com/terms/m/macd.asp">confirm signals and assess trend strength</a>. As with any technical analysis, investors should consider broader market conditions and fundamental factors before making trading decisions.

ProPetroHolding

ProPetro Holding's 15min chart triggers MACD Death Cross, KDJ Death Cross alert

According to the 15-minute chart of Perpetuals, a bearish trend has emerged with the occurrence of a MACD Death Cross and KDJ Death Cross at 08/13/2026 12:30. This suggests that the stock price may continue to decline, with a shift in momentum towards the downside.Recent technical analysis of Perpetuals.com Ltd (PDC) indicates the emergence of a bearish trend following the formation of both a MACD Death Cross and a KDJ Death Cross on the 15-minute chart at 12:30 on August 13, 2026. These signals, commonly used in technical trading, suggest a potential shift in momentum toward the downside and may indicate <a href="https://www.ainvest.com/news/assurant-15min-chart-shows-macd-death-cross-kdj-death-cross-signals-2608/">further price declines in the near term</a>.Despite the bearish indicators, PDC has demonstrated strong performance year-to-date, with a total return of 50.17% as of August 7, 2026, significantly outperforming the <a href="https://ca.finance.yahoo.com/quote/PDC/">MSCI World Index return</a>, which has returned 13.06% over the same period. Over the past five years, PDC has also outperformed the benchmark with a <a href="https://ca.finance.yahoo.com/quote/PDC/">cumulative return of 83.14%</a> compared to 61.68% for the MSCI World Index.Investors are advised to monitor key support and resistance levels, as well as broader market conditions, to assess the potential trajectory of PDC following these technical signals.

Earlyworks

Perpetuals' 15min Chart Sees MACD Death Cross, KDJ Death Cross Occurrence

Perpetuals' 15-minute chart exhibited a MACD Death Cross and KDJ Death Cross at 08/12/2026 13:00, indicating a potential continuation of the downward trend in the stock price. This shift in momentum suggests that the stock price has the potential to further decline.On August 12, 2026, at 13:00, the 15-minute chart for Perpetuals displayed a MACD Death Cross and a KDJ Death Cross, signaling a potential continuation of the downward trend in the stock price. These technical indicators suggest a shift in momentum, with the short-term moving averages crossing below their long-term counterparts, indicating <a href="https://www.investopedia.com/terms/d/deathcross.asp">bearish sentiment in the near term</a>.The MACD Death Cross occurs when the MACD line crosses below the signal line, often interpreted as a bearish signal. Similarly, the KDJ Death Cross, involving the stochastic oscillator, reinforces the potential for further price declines when <a href="https://cfi.trade/en/educational-articles/what-is-technical-analysis/death-crosses-in-technical-analysis">the K line crosses below</a> the D line. While these patterns are not infallible, they are widely monitored by technical traders as potential indicators of trend continuation or reversal.Historically, death crosses have been associated with bearish market conditions, though they do not always precede severe market downturns. In some instances, they have coincided with <a href="https://www.investopedia.com/terms/d/deathcross.asp">market corrections rather than</a> prolonged bear markets. Investors are advised to consider these signals in conjunction with broader market conditions and additional technical or fundamental indicators before making trading decisions.As of the current date, the stock price remains under pressure, with key support levels being closely watched by market participants. The next phase of price action will likely depend on whether the downward momentum persists or if a reversal is confirmed by subsequent price behavior and technical indicators.

Perpetuals' 15-minute chart triggers MACD and KDJ Death Cross signals.

Based on the 15-minute chart for Perpetuals, a technical indicator analysis has revealed a significant shift in the momentum of the stock price. As of 11:00 on August 12, 2026, the Moving Average Convergence Divergence (MACD) indicator has crossed below the signal line, a phenomenon known as a "death cross." This event is often interpreted as a bearish signal, indicating a potential continuation of the downtrend. Furthermore, the KDJ indicator has also crossed below the signal line, another bearish signal suggesting that the momentum of the stock price is shifting towards the downside. These indicators collectively suggest that the stock price has the potential to further decrease in the near term.As of 11:00 on August 12, 2026, technical analysis of the 15-minute chart for Perpetuals has identified a notable bearish development. The Moving Average Convergence Divergence (MACD) indicator has crossed below its signal line, forming what is commonly referred to as a "death cross." This crossover is widely regarded as <a href="https://algolabhk.com/en/blogs/what-is-death-cross">weakening short-term momentum</a> and a potential continuation of the downtrend.In addition, the KDJ indicator has also crossed below its signal line, reinforcing the bearish outlook. The KDJ, a stochastic oscillator, is often used to gauge momentum and identify potential turning points in price action. A bearish crossover in this indicator suggests that <a href="https://algolabhk.com/en/blogs/what-is-death-cross">downward pressure may persist</a>.While these signals are not predictive of future price levels, they serve as confirmation of a shift in market sentiment and can be used as part of a broader risk management strategy. Historical data indicates that <a href="https://algolabhk.com/en/blogs/what-is-death-cross">death cross win rate</a> is approximately 62–71% in predicting further short-term declines, though their reliability diminishes over longer timeframes. Traders are advised to consider these signals in conjunction with other technical and fundamental factors before making investment decisions.

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