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Pros and Cons of Trading Crypto with Margin | IDOs News

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Pros and Cons of Trading Crypto with Margin | IDOs News


By Terry Ashton, updated July 1, 2024

In recent years, margin trading in cryptocurrency has been taking over the trading scene as more and more traders jump into this arena instead of standard spot trading. If you’re wondering what all the buzz is about, margin trading lets you borrow money to increase the size of your trades, aiming for bigger profits.

It sounds exciting, right? Well, it can be, but it’s not without its risks. With the promise of amplified gains also comes the potential for significant losses, and that’s where things get tricky. In this article, we’re going to break down the pros and cons of trading crypto with margin, helping you decide if it’s the right move for you.

What is margin trading in cryptocurrency?

Margin trading in cryptocurrency allows traders to borrow funds to increase the size of their trading positions. Essentially, you’re using borrowed money from a crypto margin trading exchange to trade larger amounts of crypto than you could with your own funds. This technique can potentially amplify your profits if the market moves in your favor, but it also increases the risk of larger losses if the market goes against you.

In the context of cryptocurrency, margin trading works by using a portion of your funds as collateral to borrow additional funds. For example, if you have $1,000 and want to trade with leverage of 10x, you can control $10,000 worth of cryptocurrency.

Leverage is the key concept in margin trading. It refers to the ratio between the amount of capital you invest and the amount you borrow. A leverage ratio of 10:1, or 10x, means you can trade ten times the amount of your own capital.

Several exchanges offer margin trading for cryptocurrencies. Some of the most popular ones include Binance, Bitfinex, Kraken, and Coinbase Pro. These platforms provide various levels of leverage, ranging from 2x to over 100x, catering to both conservative traders and those seeking higher risks and rewards.

Pros of trading crypto with margin

Increased profits

One of the biggest attractions of margin trading is the potential for increased profits. When you trade with leverage, you’re essentially borrowing funds to amplify your trading position. This means that even a small increase in the price of a cryptocurrency can result in significant gains.

For example, if you have $1,000 and use 5x leverage, you can trade with $5,000. If the price of the crypto you invested in goes up by 10%, your profit would be $500 instead of $100, significantly boosting your returns. Statistics show that traders using leverage can see up to 10x higher returns compared to those trading with their own capital.

Access to larger positions

Margin trading allows you to access larger positions than you could with your own capital alone. This means you can take advantage of more significant market movements and opportunities.

For instance, if you spot a promising trade but only have limited funds, using margin can enable you to enter the trade at a much higher value. Imagine you have $2,000 and use 3x leverage, suddenly, you’re trading with $6,000!

Advanced margin strategies

Crypto leverage trading strategies are notably different from standard spot market strategies due to the additional risks and complexities involved. In spot trading, you buy and sell cryptocurrencies directly using your own capital. The primary focus is on buying low and selling high, with risk management centered around stop-loss orders and portfolio diversification.

In contrast, leverage trading introduces the concept of borrowing funds to increase your market exposure. This not only amplifies potential profits but also magnifies losses. Margin trading strategies require a deep understanding of market dynamics, precise timing, and rigorous risk management, see this guide for more advanced crypto leverage trading strategies.

Here are some key advanced strategies:

  1. Swing trading with leverage

Swing trading involves holding positions for several days to weeks to capture price swings. With leverage, swing traders can amplify their gains during these periods. Key aspects include:

  • Technical analysis: Using charts and indicators to identify potential entry and exit points.
  • Market sentiment: Understanding the broader market trends and news that could impact prices.
  • Risk management: Setting tight stop-loss orders to limit potential losses.
  1. Arbitrage trading

Arbitrage trading involves taking advantage of price differences between different exchanges or markets. With leverage, traders can increase their capital efficiency and profit margins. This strategy requires:

  • Fast execution: Speed is critical to exploit arbitrage opportunities before they close.
  • Low fees: Choosing exchanges with low transaction fees to maximize net profits.
  • High liquidity: Ensuring sufficient liquidity to execute large leveraged trades without slippage.
  1. Hedging

Hedging involves taking an offsetting position to mitigate potential losses in your primary investment. For instance:

  • Long/short positions: If you hold a long position in a volatile cryptocurrency, you can open a short position using leverage to hedge against price drops.
  • Options and futures: Using derivative contracts to hedge positions, requiring knowledge of contract specifications and expiration dates.
  1. Scalping

Scalping is a high-frequency trading strategy that aims to make small profits from minute price changes. Leverage enhances the profitability of each trade. Essential elements include:

  • Quick decision-making: Scalpers must make rapid decisions and execute trades within seconds to minutes.
  • Automated trading: Utilizing trading bots to capitalize on fleeting opportunities and manage multiple trades simultaneously.
  • Strict discipline: Adhering to a predefined trading plan and avoiding emotional trading.

Short selling

Margin trading also allows you to profit from declining markets through short selling. Short selling involves borrowing a cryptocurrency and selling it at its current price, with the intention of buying it back at a lower price. If the market price falls, you can repurchase the asset at the lower price, return it to the lender, and pocket the difference. This ability to bet against the market can be a valuable tool in a trader’s arsenal, especially during bearish market conditions. In fact, during the 2018 crypto market crash, many savvy traders used short selling to profit while the market was tumbling.

Enhanced liquidity

Having access to greater funds through margin trading can improve your trading liquidity. This means you can enter and exit trades more easily without significantly impacting the market price. Enhanced liquidity can lead to more efficient trading and better execution of your trades, allowing you to capitalize on market opportunities more effectively.

Cons of trading crypto with margin

Increased risk of loss

One of the biggest drawbacks of margin trading is the heightened risk of losses. While leveraging your trades can amplify your gains, it can also magnify your losses. For example, if you use 10x leverage and your trade moves against you by just 10%, you could lose your entire investment. This is because the borrowed funds need to be repaid regardless of whether your trade is successful.

Margin calls and liquidation

Margin calls and liquidation are significant risks associated with margin trading. A margin call occurs when the value of your account falls below the required maintenance margin, which is the minimum amount of equity needed to keep your position open. When this happens, you’ll be required to either deposit more funds or liquidate your position to meet the margin requirement.

If you fail to do so, your broker can close your positions, often at a loss, to prevent further decline in your account value. This can be financially devastating, especially if the market moves rapidly against your position. It’s like getting a call from your bank saying, “Remember that money you borrowed? We need it back… now!”

Interest and fees

Borrowing funds for margin trading is not free. Traders must pay interest on the borrowed amount, and these costs can add up quickly, especially if you hold your positions for an extended period. Additionally, there may be other fees associated with margin trading, such as commission fees or account maintenance fees.

Emotional and psychological stress

Trading with margin can be emotionally taxing. The higher stakes involved can lead to increased stress and anxiety, as the potential for both gains and losses is amplified. This emotional pressure can result in poor decision-making, such as panic selling or holding onto losing positions for too long in the hope of a rebound. Managing stress and maintaining a clear, rational mindset is crucial for successful margin trading, but it can be challenging, especially for new traders.

Complexity

Margin trading is more complex than regular trading and requires a deep understanding of market mechanics and risk management. Traders need to be well-versed in technical analysis, market trends, and the specific rules of margin trading platforms. Without a solid foundation of knowledge, it’s easy to make costly mistakes. The steep learning curve can be a barrier for many, making it essential to educate yourself thoroughly before engaging in margin trading.

Key areas to focus on include:

  • Technical analysis
  • Market trends
  • Platform-specific rules

Potential for overtrading

With access to more funds, there’s a temptation to trade more frequently, known as overtrading. While it might seem like a good idea to capitalize on every market movement, overtrading can lead to higher transaction costs and increased risk exposure. It’s important to have a disciplined trading strategy and stick to it, rather than getting caught up in the excitement and making impulsive trades. Overtrading can deplete your account quickly, especially if you’re not careful with your leverage and risk management.

Wrapping up

In summary, trading cryptocurrency with margin offers both exciting opportunities and significant risks. On the plus side, margin trading can lead to increased potential profits, greater flexibility, and the ability to diversify trading strategies. It also provides opportunities for short selling, enhanced liquidity, and hedging.

However, these benefits come with considerable downsides. The risks include amplified losses, the possibility of margin calls and liquidation, interest and fees, emotional and psychological stress, and the potential for overtrading.

Most traders make the mistake of entering the market with proper training. Don’t make the same mistake. Use a crypto margin trading exchange that offers a demo account where you can practise without risk.


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Advantages of Mobile Apps in Gambling: The Example of Pin Up App | IDOs News

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Advantages of Mobile Apps in Gambling: The Example of Pin Up App | IDOs News


By Terry Ashton, updated August 31, 2024

Online gambling is going mobile — over 50% of players are already playing casino games on their mobile devices, and their number is expected to grow further. But does a mobile app have actual advantages over browser-based play? We decided to do more profound research by accessing and trying gambling on a desktop browser, mobile browser, and the app. That allowed us to distinguish casino mobile applications’ key benefits and drawbacks. If you’re considering using one, just keep reading — we will share some helpful insights below. 

Benefits of Mobile Play at Pin Up Casino

The rise of online gambling happens for multiple reasons, including the following ones: 

  • Ultimate accessibility. You can access the app anywhere, even on the go. You don’t need to take additional actions — the casino opens with just one click. 
  • Lower Internet requirements, offline play. If you play for fun, you can do it even without an Internet connection. If you prefer to play real money, the requirements for an Internet connection will still be much lower because most data is already downloaded to your device. 
  • Push notifications. You can immediately learn about the new top promotions and the hottest games without checking your email. 
  • Special bonuses. Sometimes, special bonuses are granted to mobile players. Some casinos may add them occasionally to encourage players to play on apps. 
  • The same game selection. If a casino is modern and cooperates with top providers, all games will be compatible with mobile devices. For instance, if you play at Pin Up casino online, you can access the same collection of games. That goes not only for slots but also for live games, table games, etc. 
  • Higher security standards. The app is protected even better than the site. Data is encrypted, and the chance that anyone will access your account is close to zero. 

Registration also goes smoothly. Once you sign up on the browser or app, you can access the platform with just one click by entering your Pin Up login and password. 

Considering the Cons: Potential Drawbacks of Using a Pin-Up Mobile App 

Nothing is perfect, and neither are casino apps. Gamblers should also consider the drawbacks, and the most common ones are as follows: 

  • Installing software is a must. You need to install the software on your phone. It’s safe if it’s the official casino site and a good product. However, clicking on the wrong link and downloading the wrong APK file may result in problems. 
  • Battery drain and storage space. It’s no secret that charging the phone all the time is annoying, and innovative slots with top graphics may drain your battery quickly. Also, though most apps don’t take much space (in the case of Pin Up, it’s just about 100 Mb), they still require more effort to manage it. 
  • Compatibility requirements. Any app will have technical requirements, and most aren’t compatible with old mobile devices and tablets. Also, you’ll need to install updates quite regularly. 
  • Smaller screen. This is a disadvantage for those who prefer playing on larger screens, particularly those who prefer live dealer games. 

Do the pros outweigh the cons for you? If yes, the mobile app will boost your experience. If not, browser play may be a better option. 

Final Thoughts: The App vs. Browser Play at Pin-Up Casino

Technology is shaping the industry. Nowadays, there’s no such significant difference between playing on a mobile app and a mobile or desktop browser. You get the same game selection, the same bonuses, and the same smooth experience. So, it’s a matter of taste. Choose what will work best for you and enjoy your play.


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NVIDIA Introduces Fast Inversion Technique for Real-Time Image Editing | IDOs News

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NVIDIA Introduces Fast Inversion Technique for Real-Time Image Editing | IDOs News




Terrill Dicki
Aug 31, 2024 01:25

NVIDIA’s new Regularized Newton-Raphson Inversion (RNRI) method offers rapid and accurate real-time image editing based on text prompts.





NVIDIA has unveiled an innovative method called Regularized Newton-Raphson Inversion (RNRI) aimed at enhancing real-time image editing capabilities based on text prompts. This breakthrough, highlighted on the NVIDIA Technical Blog, promises to balance speed and accuracy, making it a significant advancement in the field of text-to-image diffusion models.

Understanding Text-to-Image Diffusion Models

Text-to-image diffusion models generate high-fidelity images from user-provided text prompts by mapping random samples from a high-dimensional space. These models undergo a series of denoising steps to create a representation of the corresponding image. The technology has applications beyond simple image generation, including personalized concept depiction and semantic data augmentation.

The Role of Inversion in Image Editing

Inversion involves finding a noise seed that, when processed through the denoising steps, reconstructs the original image. This process is crucial for tasks like making local changes to an image based on a text prompt while keeping other parts unchanged. Traditional inversion methods often struggle with balancing computational efficiency and accuracy.

Introducing Regularized Newton-Raphson Inversion (RNRI)

RNRI is a novel inversion technique that outperforms existing methods by offering rapid convergence, superior accuracy, reduced execution time, and improved memory efficiency. It achieves this by solving an implicit equation using the Newton-Raphson iterative method, enhanced with a regularization term to ensure the solutions are well-distributed and accurate.

Comparative Performance

Figure 2 on the NVIDIA Technical Blog compares the quality of reconstructed images using different inversion methods. RNRI shows significant improvements in PSNR (Peak Signal-to-Noise Ratio) and run time over recent methods, tested on a single NVIDIA A100 GPU. The method excels in maintaining image fidelity while adhering closely to the text prompt.

Real-World Applications and Evaluation

RNRI has been evaluated on 100 MS-COCO images, showing superior performance in both CLIP-based scores (for text prompt compliance) and LPIPS scores (for structure preservation). Figure 3 demonstrates RNRI’s capability to edit images naturally while preserving their original structure, outperforming other state-of-the-art methods.

Conclusion

The introduction of RNRI marks a significant advancement in text-to-image diffusion models, enabling real-time image editing with unprecedented accuracy and efficiency. This method holds promise for a wide range of applications, from semantic data augmentation to generating rare-concept images.

For more detailed information, visit the NVIDIA Technical Blog.

Image source: Shutterstock



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AMD Radeon PRO GPUs and ROCm Software Expand LLM Inference Capabilities | IDOs News

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AMD Radeon PRO GPUs and ROCm Software Expand LLM Inference Capabilities | IDOs News




Felix Pinkston
Aug 31, 2024 01:52

AMD’s Radeon PRO GPUs and ROCm software enable small enterprises to leverage advanced AI tools, including Meta’s Llama models, for various business applications.





AMD has announced advancements in its Radeon PRO GPUs and ROCm software, enabling small enterprises to leverage Large Language Models (LLMs) like Meta’s Llama 2 and 3, including the newly released Llama 3.1, according to AMD.com.

New Capabilities for Small Enterprises

With dedicated AI accelerators and substantial on-board memory, AMD’s Radeon PRO W7900 Dual Slot GPU offers market-leading performance per dollar, making it feasible for small firms to run custom AI tools locally. This includes applications such as chatbots, technical documentation retrieval, and personalized sales pitches. The specialized Code Llama models further enable programmers to generate and optimize code for new digital products.

The latest release of AMD’s open software stack, ROCm 6.1.3, supports running AI tools on multiple Radeon PRO GPUs. This enhancement allows small and medium-sized enterprises (SMEs) to handle larger and more complex LLMs, supporting more users simultaneously.

Expanding Use Cases for LLMs

While AI techniques are already prevalent in data analysis, computer vision, and generative design, the potential use cases for AI extend far beyond these areas. Specialized LLMs like Meta’s Code Llama enable app developers and web designers to generate working code from simple text prompts or debug existing code bases. The parent model, Llama, offers extensive applications in customer service, information retrieval, and product personalization.

Small enterprises can utilize retrieval-augmented generation (RAG) to make AI models aware of their internal data, such as product documentation or customer records. This customization results in more accurate AI-generated outputs with less need for manual editing.

Local Hosting Benefits

Despite the availability of cloud-based AI services, local hosting of LLMs offers significant advantages:

  • Data Security: Running AI models locally eliminates the need to upload sensitive data to the cloud, addressing major concerns about data sharing.
  • Lower Latency: Local hosting reduces lag, providing instant feedback in applications like chatbots and real-time support.
  • Control Over Tasks: Local deployment allows technical staff to troubleshoot and update AI tools without relying on remote service providers.
  • Sandbox Environment: Local workstations can serve as sandbox environments for prototyping and testing new AI tools before full-scale deployment.

AMD’s AI Performance

For SMEs, hosting custom AI tools need not be complex or expensive. Applications like LM Studio facilitate running LLMs on standard Windows laptops and desktop systems. LM Studio is optimized to run on AMD GPUs via the HIP runtime API, leveraging the dedicated AI Accelerators in current AMD graphics cards to boost performance.

Professional GPUs like the 32GB Radeon PRO W7800 and 48GB Radeon PRO W7900 offer sufficient memory to run larger models, such as the 30-billion-parameter Llama-2-30B-Q8. ROCm 6.1.3 introduces support for multiple Radeon PRO GPUs, enabling enterprises to deploy systems with multiple GPUs to serve requests from numerous users simultaneously.

Performance tests with Llama 2 indicate that the Radeon PRO W7900 offers up to 38% higher performance-per-dollar compared to NVIDIA’s RTX 6000 Ada Generation, making it a cost-effective solution for SMEs.

With the evolving capabilities of AMD’s hardware and software, even small enterprises can now deploy and customize LLMs to enhance various business and coding tasks, avoiding the need to upload sensitive data to the cloud.

Image source: Shutterstock



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