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果仁量化

推特@guorenlianghua6
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🔥 December closing battle report is out! This month's performance is impressive, firmly grasping success!\n \n✅ Review of some operations: \n \n- #ACE achieved 15%\n- #CHZ secured 28%\n- #XVG gained 13%\n- #ORCA, #LSK each secured 6%\n \nPerfect closing in 2025, let's continue to dig for gold in the crypto world in 2026!💰
🔥 December closing battle report is out! This month's performance is impressive, firmly grasping success!\n \n✅ Review of some operations: \n \n- #ACE achieved 15%\n- #CHZ secured 28%\n- #XVG gained 13%\n- #ORCA, #LSK each secured 6%\n \nPerfect closing in 2025, let's continue to dig for gold in the crypto world in 2026!💰
BTC has only risen 2.08% in a month of consolidation. Are you still chasing the market, earning nothing while losing on fees? My BB 45M strategy on the 8th directly achieved +35.00% in 30 days, outperforming BTC by a full 16 times! ✅ 59.26% win rate | 1.71 profit-loss ratio ✅ 27 trades, strictly controlled drawdown throughout, no betting on one-sided trends No need to stay up all night watching the market, no need to guess the trends, the strategy executes automatically, ensuring steady profits even in consolidation. Did you outperform BTC this month? Let's discuss in the comments! #BB #Crypto #量化交易 #Altcoin #BTC
BTC has only risen 2.08% in a month of consolidation. Are you still chasing the market, earning nothing while losing on fees?

My BB 45M strategy on the 8th directly achieved +35.00% in 30 days, outperforming BTC by a full 16 times!
✅ 59.26% win rate | 1.71 profit-loss ratio
✅ 27 trades, strictly controlled drawdown throughout, no betting on one-sided trends

No need to stay up all night watching the market, no need to guess the trends, the strategy executes automatically, ensuring steady profits even in consolidation.
Did you outperform BTC this month? Let's discuss in the comments!

#BB #Crypto #量化交易 #Altcoin #BTC
The past month of BTC's sideways movement has left many people suffering from buying high and selling low, earning a bit of pocket change but still not enough to offset the losses. I ran a 1H trend strategy for 30 days, achieving a 36.57% return, while BTC only increased by 4.29% in the same period, outperforming by more than 8 times. With a profit-loss ratio of 2.5, the maximum drawdown is strictly controlled at 6%, and I only captured certain market conditions in 14 trades, without needing to stay up all night watching the market or struggle against human nature. In a fluctuating market, stability is key to earning profits. #BTC #量化交易 #Crypto #交易心得
The past month of BTC's sideways movement has left many people suffering from buying high and selling low, earning a bit of pocket change but still not enough to offset the losses.
I ran a 1H trend strategy for 30 days, achieving a 36.57% return, while BTC only increased by 4.29% in the same period, outperforming by more than 8 times.
With a profit-loss ratio of 2.5, the maximum drawdown is strictly controlled at 6%, and I only captured certain market conditions in 14 trades, without needing to stay up all night watching the market or struggle against human nature.
In a fluctuating market, stability is key to earning profits.
#BTC #量化交易 #Crypto #交易心得
Homework submitted! Last week I was staying up late watching the market and got stopped out, but this week I steadily made 1336U relying on quantitative strategies. 143 trades have been closed, with a 59.44% win rate, 5 listed strategies + 2 listed combinations, all profits are real trading after deducting fees, with no backtesting fluff. It turns out that you can make steady profits without staying up late and struggling with human nature. #Crypto #量化交易 #实盘
Homework submitted!
Last week I was staying up late watching the market and got stopped out, but this week I steadily made 1336U relying on quantitative strategies.
143 trades have been closed, with a 59.44% win rate, 5 listed strategies + 2 listed combinations,
all profits are real trading after deducting fees, with no backtesting fluff.
It turns out that you can make steady profits without staying up late and struggling with human nature.
#Crypto #量化交易 #实盘
Teacher Zhang Xuefeng's matter has sounded a harsh alarm for all those who stay up late watching the market: don't trade your life for money. In the crypto circle, people stay up all night watching K lines and chasing prices, but in the end, their health collapses, and they still lose money terribly—let's take a look at this set of 90 days of real trading: ✅ BTC+ETH trend combination: +48.92% ✅ During the same period, BTC benchmark: -19.96% (outperforming the market by nearly 70%) ✅ Win rate 65.45%, maximum drawdown only 11.28% Leave the monitoring and execution to quantitative robots, no need to stay up late, no need to struggle against human nature, steadily outperform the market, prioritize health first, then talk about making money. #Crypto #量化交易 #BTC #ETH
Teacher Zhang Xuefeng's matter has sounded a harsh alarm for all those who stay up late watching the market: don't trade your life for money.
In the crypto circle, people stay up all night watching K lines and chasing prices, but in the end, their health collapses, and they still lose money terribly—let's take a look at this set of 90 days of real trading:
✅ BTC+ETH trend combination: +48.92%
✅ During the same period, BTC benchmark: -19.96% (outperforming the market by nearly 70%)
✅ Win rate 65.45%, maximum drawdown only 11.28%

Leave the monitoring and execution to quantitative robots, no need to stay up late, no need to struggle against human nature, steadily outperform the market, prioritize health first, then talk about making money.
#Crypto #量化交易 #BTC #ETH
Seeing the news from Teacher Zhang Xuefeng instantly broke my defense. In the cryptocurrency circle, who doesn't exchange health for profit? Staying up late to watch the market until dawn, being tortured repeatedly by the market, enduring countless all-nighters, earning very little money, but my health collapsed first, and my mindset also broke down. Really, don't hold on so hard anymore. Quantitative robots can help you manage watching the market and executing trades, no need to stay up late, no need for emotional exhaustion, strictly adhere to trading discipline. Living well is more important than anything else. Don't wait until you lose it to understand how precious health is. #量化交易 #Crypto #张雪峰
Seeing the news from Teacher Zhang Xuefeng instantly broke my defense.
In the cryptocurrency circle, who doesn't exchange health for profit?
Staying up late to watch the market until dawn, being tortured repeatedly by the market, enduring countless all-nighters, earning very little money, but my health collapsed first, and my mindset also broke down.

Really, don't hold on so hard anymore.
Quantitative robots can help you manage watching the market and executing trades, no need to stay up late, no need for emotional exhaustion, strictly adhere to trading discipline.
Living well is more important than anything else. Don't wait until you lose it to understand how precious health is.

#量化交易 #Crypto #张雪峰
No need to stay up late watching the market, no need to chase prices, One trade a day, with a principal of 1000U, directly earns 91.5U, daily return +9.15% Top 3 strategies average 73.7U earned per 1000U, overall strategy pool win rate 56.60% All earnings are real and have been closed, with fees deducted, no backtesting fluff included. #Crypto #量化交易 #Real trading #交易策略
No need to stay up late watching the market, no need to chase prices,
One trade a day, with a principal of 1000U, directly earns 91.5U, daily return +9.15%
Top 3 strategies average 73.7U earned per 1000U, overall strategy pool win rate 56.60%
All earnings are real and have been closed, with fees deducted, no backtesting fluff included.
#Crypto #量化交易 #Real trading #交易策略
Who understands, staying up late to watch the market and chasing up and down resulted in losses, now relying on quantitative strategies to run, achieving a 93.75% win rate with 16 trades in a single day, netting 657U, after a week, steadily pocketing 1336U, with 143 trades all closed and real trades after deducting fees. It turns out that the end of trading is not having to watch the market and still making steady profits. #BTC #Crypto #量化交易 #实盘
Who understands, staying up late to watch the market and chasing up and down resulted in losses,
now relying on quantitative strategies to run, achieving a 93.75% win rate with 16 trades in a single day, netting 657U,
after a week, steadily pocketing 1336U, with 143 trades all closed and real trades after deducting fees.
It turns out that the end of trading is not having to watch the market and still making steady profits.
#BTC #Crypto #量化交易 #实盘
This past month of BTC's sideways movement has seen many people getting hit on both sides by chasing rises and falls, earning a little money but still not making up for losses. I simply gave up on manual monitoring and let a 1H trend strategy run. In 30 days, I achieved a 34.35% return, outperforming the market by 7 times, with the maximum drawdown tightly controlled at 6.11%, and only capturing certain market conditions in 13 trades. In a volatile market, surviving is more important than making quick money; stability is key to going far. #BTC #Crypto #Trading
This past month of BTC's sideways movement has seen many people getting hit on both sides by chasing rises and falls, earning a little money but still not making up for losses. I simply gave up on manual monitoring and let a 1H trend strategy run. In 30 days, I achieved a 34.35% return, outperforming the market by 7 times, with the maximum drawdown tightly controlled at 6.11%, and only capturing certain market conditions in 13 trades. In a volatile market, surviving is more important than making quick money; stability is key to going far. #BTC #Crypto #Trading
Homework submitted! #ETH A month of ups and downs has finally brought my strategy report 📊 In 30 days, the ETH 2H strategy achieved a return of 20.64% on the 25th, while BTC only increased by 2.81% during the same period, directly outperforming the market by more than 7 times. The most impressive part is a nearly 69.23% win rate, with a fixed position of 1x throughout, only 13 trades in 30 days, no monitoring, no frequent operations, each trade having clear entry and exit rules. I want to ask all traders: this month ETH has been choppy, what is your win rate? Let's discuss in the comments! Friends who want to copy the homework can just click subscribe to keep up. #ETH #BTC #Crypto #量化交易 #Trading Insights #Trading
Homework submitted! #ETH A month of ups and downs has finally brought my strategy report 📊
In 30 days, the ETH 2H strategy achieved a return of 20.64% on the 25th, while BTC only increased by 2.81% during the same period, directly outperforming the market by more than 7 times.
The most impressive part is a nearly 69.23% win rate, with a fixed position of 1x throughout, only 13 trades in 30 days, no monitoring, no frequent operations, each trade having clear entry and exit rules.

I want to ask all traders: this month ETH has been choppy, what is your win rate? Let's discuss in the comments!
Friends who want to copy the homework can just click subscribe to keep up.

#ETH #BTC #Crypto #量化交易 #Trading Insights #Trading
#BTC A month of sideways grind, my strategy report is here📊 In 30 days, strategy 61 for BTC 1H yielded a return of 20.29%, while BTC only increased by 2.81% during the same period, directly outperforming the market by more than 7 times. What’s more remarkable is that the maximum drawdown was strictly controlled at 5.88%, with a profit-loss ratio of 2.16. Only 13 trades in 30 days, no monitoring, no frequent operations, just capturing certain market conditions. I want to ask all traders: this month BTC has been moving sideways, did you outperform the market? Let’s chat in the comments! For those who want to copy the homework, just click subscribe to keep up. #BTC #Crypto #QuantitativeTrading #TradingInsights #Trading
#BTC A month of sideways grind, my strategy report is here📊
In 30 days, strategy 61 for BTC 1H yielded a return of 20.29%, while BTC only increased by 2.81% during the same period, directly outperforming the market by more than 7 times.
What’s more remarkable is that the maximum drawdown was strictly controlled at 5.88%, with a profit-loss ratio of 2.16. Only 13 trades in 30 days, no monitoring, no frequent operations, just capturing certain market conditions.

I want to ask all traders: this month BTC has been moving sideways, did you outperform the market? Let’s chat in the comments!
For those who want to copy the homework, just click subscribe to keep up.

#BTC #Crypto #QuantitativeTrading #TradingInsights #Trading
Homework is due! The most surprising strategy report of the month is here 📊 In 30 days, #ENA 30M strategy achieved a return of 83.46%, while BTC only increased by 4.35% during the same period, directly outperforming the market by nearly 20 times. What's even more remarkable is that the maximum drawdown was controlled at 9.12%, with a profit-loss ratio of 2.46. Every trade strictly followed the discipline, without emotional reactions or holding positions. I sincerely want to ask all traders: Have you outperformed BTC this month? Let's chat about your gains in the comments! Friends who want to copy the homework, just hit subscribe to keep up. #ENA #BTC #Crypto #量化交易 #交易心得
Homework is due! The most surprising strategy report of the month is here 📊
In 30 days, #ENA 30M strategy achieved a return of 83.46%, while BTC only increased by 4.35% during the same period, directly outperforming the market by nearly 20 times.
What's even more remarkable is that the maximum drawdown was controlled at 9.12%, with a profit-loss ratio of 2.46. Every trade strictly followed the discipline, without emotional reactions or holding positions.

I sincerely want to ask all traders: Have you outperformed BTC this month? Let's chat about your gains in the comments!
Friends who want to copy the homework, just hit subscribe to keep up.

#ENA #BTC #Crypto #量化交易 #交易心得
Who understands, the market in the past month has nearly worn me out from manual trading. The fake breakouts that wash back and forth, just as I cut losses, the market suddenly rises and I miss out, staying up late to watch the market until dawn, and the money earned is not enough to cover the emotional losses from trading, I've had my mindset collapse several times. Later, I simply stopped competing with myself and started running the multi-currency trend quantification strategy that I had been working on for a long time. After 30 days, when the results came out, I was surprised myself: ✅ Portfolio return 32.15%, while Bitcoin only rose 6.10% during the same period ✅ Maximum drawdown strictly controlled at 5.12%, stable throughout ✅ 55.06% win rate, with 20 strategies to diversify risks, not betting on a single market The best part isn't how much I've earned, but that I no longer have to watch the market 24/7, and I don't have to fight against my own greed and fear anymore. It turns out that the key to trading is really about controlling your hands, staying steady, in order to go far. #Crypto #量化交易 #BTC #Trading #Cryptocurrency #交易心得
Who understands, the market in the past month has nearly worn me out from manual trading.
The fake breakouts that wash back and forth, just as I cut losses, the market suddenly rises and I miss out, staying up late to watch the market until dawn, and the money earned is not enough to cover the emotional losses from trading, I've had my mindset collapse several times.

Later, I simply stopped competing with myself and started running the multi-currency trend quantification strategy that I had been working on for a long time.
After 30 days, when the results came out, I was surprised myself:
✅ Portfolio return 32.15%, while Bitcoin only rose 6.10% during the same period
✅ Maximum drawdown strictly controlled at 5.12%, stable throughout
✅ 55.06% win rate, with 20 strategies to diversify risks, not betting on a single market

The best part isn't how much I've earned, but that I no longer have to watch the market 24/7, and I don't have to fight against my own greed and fear anymore.
It turns out that the key to trading is really about controlling your hands, staying steady, in order to go far.

#Crypto #量化交易 #BTC #Trading #Cryptocurrency #交易心得
#BTC +#ETH Trend Combination 1 Month Real Trading Results 📊 📅 Period: 2026.2.22-3.19 Total Orders 15 | Take Profit 9 | Stop Loss 6 Monthly Win Rate 60% No playing with fakes, no contract tricks, just capture the market trend, strictly adhere to trading discipline throughout. In volatile markets, surviving is more important than making quick money; stability is the key to going far.
#BTC +#ETH Trend Combination 1 Month Real Trading Results
📊

📅
Period: 2026.2.22-3.19
Total Orders 15 | Take Profit 9 | Stop Loss 6
Monthly Win Rate 60%

No playing with fakes, no contract tricks, just capture the market trend, strictly adhere to trading discipline throughout.
In volatile markets, surviving is more important than making quick money; stability is the key to going far.
One-sided market, the robot is outputting crazily #AVAX Shorted from 14 to 9 7 single eat meat 1 single stop loss 10x leverage profit 200%+.
One-sided market, the robot is outputting crazily
#AVAX Shorted from 14 to 9
7 single eat meat 1 single stop loss
10x leverage profit 200%+.
🚀 #EDU Trading Strategy 📈 The position is good,建议建仓 around 0.175. 🔄 The supplementary position is set at 0.164 🎯 Target price: 0.194-0.22 Stop loss: three consecutive. Keep an eye on it, wish you smooth trading!💰
🚀 #EDU Trading Strategy
📈 The position is good,建议建仓 around 0.175.
🔄 The supplementary position is set at 0.164
🎯 Target price: 0.194-0.22
Stop loss: three consecutive.
Keep an eye on it, wish you smooth trading!💰
🚀 #1INCH Trading Strategy 📈 The position is good, it is recommended to build a position around 0.117. 🔄 The add-on position is set at 0.110 🎯 Target price: 0.13-0.149 Stop loss: three consecutive. Keep an eye on it, wish you smooth trading!💰
🚀 #1INCH Trading Strategy
📈 The position is good, it is recommended to build a position around 0.117.
🔄 The add-on position is set at 0.110
🎯 Target price: 0.13-0.149
Stop loss: three consecutive.
Keep an eye on it, wish you smooth trading!💰
🚀 #ZEC Trading Strategy 📈 The position is good, suggest building a position near 395. 🔄 The additional buy position is set at 376. 🎯 Target price: 430-470-500 Stop loss: three consecutive. Stay tuned, wish you smooth trading! 💰
🚀
#ZEC Trading Strategy

📈
The position is good, suggest building a position near 395.

🔄
The additional buy position is set at 376.

🎯
Target price: 430-470-500
Stop loss: three consecutive.
Stay tuned, wish you smooth trading!
💰
🚀 #CHZ Trading Strategy 📈 The position is good, suggest to build a position around 0.056. 🔄 The additional position is set at 0.054 🎯 Target price: 0.06-0.065-0.07 Stop loss: three consecutive. Keep an eye on it, wish you a successful trade!💰
🚀 #CHZ Trading Strategy
📈 The position is good, suggest to build a position around 0.056.
🔄 The additional position is set at 0.054
🎯 Target price: 0.06-0.065-0.07
Stop loss: three consecutive.
Keep an eye on it, wish you a successful trade!💰
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