"If you want to achieve stable returns in the cryptocurrency market, Hummingbot is an essential tool that you cannot overlook.
I have been searching for tools that can make trading more efficient and precise, and Hummingbot perfectly addresses these issues.

My current strategy combines high-frequency arbitrage and trend following, operating automatically around the clock, significantly enhancing trading efficiency.
For the past month, my profits have exceeded +18%, which is the result of transitioning from manual trading to full automation.

True efficient trading is no longer about repetitive manual operations, but rather relies on powerful algorithms.
If you also want to break through the status quo and elevate your trading level, Hummingbot is worth a try.

#量化交易
#Hummingbot #高频交易
#稳定盈利

Losing money is part of making money. Accept the losses within the system. In life, working part-time for a day can earn you 100, while working full-time for a month can earn you 5000. A senior worker is just someone with a higher salary; you get what you see—effort leads to rewards. Through daily immersion, a mindset has long been established, making it very difficult to make money through trading, as their brains are entirely incapable of coping with losses and risks.

#交易心得 #量化交易 #网格交易 #网格机器人 #2025加密趋势预测

Binance real-time spot quantitative diary

Only the state officials are allowed to set fires, but the people are not allowed to light lamps?
The boss of Douyu was arrested, and the top anchors collectively stopped broadcasting, just because the live broadcast room did gambling for rebates, which is called the crime of opening a casino.

In recent years, the economic environment has been bad. There is a particularly interesting news these days, that is, the sale of national welfare lottery tickets has broken a new high, with an increase of about 45% compared with last year. This shows that when everyone doesn’t know what to do, they can only buy some lottery tickets to pray that they can win the jackpot~~~

No consumption: No extra money for non-essential food and clothing.

No marriage: Dating, giving gifts, and pleasing all require extra money. Many boys spend money on themselves and feel happy. When they spend money on others, they can’t even afford to eat pig’s feet rice.

No baby: What is born is not a baby, but a gold-eating beast. From ten months of pregnancy to growth and education, it is impossible to get it without hundreds of thousands of dollars.

In the past few days, the Zhongzhi Group's affairs have begun to ferment again. It seems that a case has been filed for investigation. A large number of middle-class people have gone bankrupt. Think about the users of AEX. They are all miserable.

Is it true that all financial risks come from the misappropriation of user assets?

The quantitative diary has been published for nearly a month. I have been fortunate to meet many friends in Binance. Some come to participate, some come to understand, and some say that we are scammers, haha.

In fact, the cognitive level is the most perceived. Users with different purposes come to understand quantitative trading, and their views on spot real-time quantitative trading are also different.

Those who want to pursue super high returns: the returns of spot quantitative trading are too low, so it is better to play contracts
Those who want to see large returns in the short term: trend contract quantitative trading is actually a good target.
Those who want to pursue long-term capital increase with stability and low risk: spot quantitative trading is the most suitable.

We will not criticize other tools here, but in practice, spot quantitative trading does not have such a wide user audience.

But there are two reasons that support me to keep doing it

1. The funds in my own account are slowly increasing.
2. Users who believe in me will also see an increase in profits after they do it themselves.

That’s enough. . .

My happiness is not only the increase in my account funds, but also the fact that I can show my trend chart on the square every day.

Looking back, the profit of nearly 2000u in 2 months is indeed quite considerable. Maybe if I operate on my own, I can get higher. Maybe I can catch a big round of sol growth. Maybe... I may get stuck in a certain coin and cut my losses.

Fortunately, I have a set of quantitative strategies to help me stabilize the value-added and maximize the financial management attributes. Today, I earned another cup of coffee.
#BTC #量化交易

1. Risk hedging
Mom gave Xiao Ming 10 yuan and asked him to go to the vegetable market to buy some vegetables.
Xiao Ming thought with the money in his pocket: Mom likes to eat eggplant, but Dad doesn't. But Dad is not at home, I don't know if he will come back for dinner today? So Xiao Ming spent 3 yuan to buy eggplant, and then spent another 3 yuan to buy some broccoli that Dad likes to eat.
This is risk hedging, using broccoli to hedge the risk that Dad will come back for dinner but doesn't like to eat eggplant.
2. Arbitrage
Following the first point, Xiao Ming had 4 yuan left after buying eggplants. Seeing that a roadside stall was selling grapefruits at a special price, Xiao Ming bought a grapefruit with the remaining 4 yuan.
When going upstairs, Grandma Li looked at the grapefruit in Xiao Ming's hand and said: Wow! Your grapefruit is so fresh, where did you buy it? I can't always get the grapefruit in the supermarket downstairs, how about you sell it to me for 5 yuan?
So Xiao Ming sold the grapefruit to Grandma Li for 5 yuan. This is arbitrage, using the price difference of the same product in different markets to make a profit.
3. Gambling
There are three uncles in the village, each of whom has 10,000 yuan of spare money, but they don't know how to use it, so they play Landlord when they have nothing to do. The loser pays 1,000 yuan to the winner, and the winner can get 2,000 yuan.
4. Investment
Later, Uncle Wang felt that he was unlucky, so he bought all the remaining money for Isatis root, 1 yuan a bag, and Uncle Wang bought 5,000 bags. Later, SARS broke out, and the price of Isatis root rose to 10 yuan a bag. The uncle sold all of them directly, and each person made 45,000 yuan.
5. Selling to stop loss
The aunts saw that Isatis root was so profitable, so they spent 10,000 yuan to buy 1,000 bags of Isatis root at 10 yuan a bag, ready to sell them to make money later. Later, SARS was cured, and the price of Isatis root dropped to 5 yuan a bag. Some aunts felt something was wrong and sold all of them quickly, losing 5,000 yuan.
6. Investors who followed the trend were trapped

Another group of middle-aged women, who firmly believed that the price of Isatis root would rise, refused to sell and were eventually trapped.
#现货以太坊ETF获美SEC批准 #BTC走势分析
#CCG合约机器人 #量化交易

11.1 Transaction records
On the first day of November, continue to stay strong! +39U. The market itself is already rising, everyone has enough meat😆
It's still very hot these two days in autumn. Let's cool down quickly.
#量化交易 #反重力量化 #BTC #ADA #实盘记录

Later I realized that stable investment is the real investment, and getting rich quickly is just a dream.
Since I started using quantitative algorithms to manage my positions, I can sleep peacefully every day, and I don’t worry about the so-called trend anymore, and I don’t worry about the retracement of the things I developed. #量化交易

81% in 23 days, the robot is doing great. Professional traders would probably be overwhelmed by this market situation, but the robot did it
#合约 #量化交易

Although the principal is not much, will no one follow such a stable signal? 😁
#量化交易

Intelligent quantitative robot, low leverage, stable income #量化交易 $BTC

On the 8th day of quantification, the winning rate is 100#量化交易 #带单

Quantify the 18th day
Principal 3000u, profit 464u, balance 3464u

#量化交易 #合约跟单

#量化交易
Small amounts of quantitative investment will eventually become a big deal!

🍀Robot real-time data 🍀

Single-day rate of return: -3.14%

Single-day income: -100u
Single-day maximum drawdown: 14.23%

📣This data is the OKX Clover internal test trading robot 10x data, and the data statistics time node is 8 am every day Beijing time

#BTC☀️ #量化交易 #四叶草Ai

#量化交易 has sent a lot of signals today, and the quality is very high. The current market is volatile, and the performance will be better in a bull market.

AATS! Return

#带单 #跟单 #交易员日常 #量化交易

Deep learning + high-frequency quantitative - how to follow orders to get higher returns + reduce losses
💡 Investment tips:
1️⃣ Invest no less than 3000 USDT: High-frequency quantitative strategies rely on sufficient funds to smoothly execute transactions. Funds less than 3000 USDT may not guarantee the opening and closing of positions, increasing the risk of losses.
2️⃣ The holding period is recommended to be at least 1 month: Our strategy not only focuses on short-term fluctuations, but also emphasizes long-term returns. Through a holding period of 1 month or longer, short-term fluctuations can be smoothed and more stable returns can be obtained.
3️⃣ Follow the investment in a fixed proportion to avoid tracking errors: Fixed-amount follow-up investment may not be able to flexibly respond to market changes and there is a risk of liquidation. Fixed-amount follow-up investment can dynamically adjust positions to ensure that your funds and strategy performance are synchronized, thereby effectively controlling risks.
Why choose our strategy?
We use advanced deep learning and high-frequency quantitative methods to respond to market changes in real time and ensure excess returns under market neutrality. At the same time, we provide investors with a safer and more stable return path through scientific risk management. Through reasonable fund management and strategic follow-up investment, you can easily achieve steady growth and reduce the risk of loss.
📈 Join us and enjoy an investment experience with higher returns and lower risks!
#量化交易 #对冲交易 #DODO助力Meme发行 @hector salamancat @JesusKing777 @财经发哥 $ETH $BTC

Why can quantitative trading make money, but retail investors keep losing money?

Quantitative trading can not only analyze market trends, but most importantly, it can reduce human intervention and emotional influence, make trading more rational and accurate, and automatically execute trading decisions.

Everyone has emotions. If there is a loss, you will panic and hold on to the order. If you win a little, you will close the position. The only ending is the liquidation of the position. The only thing you can do is to insist on executing a certain set of strategies, like a machine, and keep repeating it, so that you can survive in trading! #BTC #量化交易 #散户

#产品更新 Currently 3Friends Cryptocurrency Analysis System
The first functional template is completed:

1/Multi-period long-short dividing line of currency and the strength of long-short of currency,

2/Multi-period long-short direction of currency and the strength of direction,

3/Real-time market information of currency.

Later update plan: Iterate strategies,

1/Strategy based on long-short dividing line,

2/Multi-time period strategy based on long-short direction,

3/Strategy combining direction and space, etc.

Temporarily set the strategy of spot direction: divided into medium and long-term, band, intraday

Today, a currency filter was added, a draft version, to select some possible strong currencies in the current market (spot, that is, long strategy)

#token2049 #3friends #交易理论 #量化交易

In the unilateral market in the past two days, the risk is too great. There is no position opening in the quantitative procedure. Risks are automatically avoided, the market stabilizes, T is automatically made, stable returns are achieved, and no risky orders are made. #量化交易