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backtesting

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Frogleim
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Bacaan kuring tina backtester kuring sorangan nyebutkeun strategi kuring kalah ku ngan saukur teu ngalakukeun nanaon. Golden Cross, 50/200 SMA, BTCUSDT perp dina 1x, ti 2019-09-08 nepi ka kiwari. Lawan buy and hold, dina jandela waktu nu sarua. Buy and hold: +651%, max drawdown 77% Golden Cross: +202%, max drawdown 70% Genep transaksi salila tujuh taun, ahirna jadi leungit $44,954 ti batur anu meuli sakali sarta tuluy kabur ka luar. Kuring unggah ieu sabab ieu perbandingan nu ampir teu aya nu ngajalankeun, sarta ngan ieu nu nangtukeun naha hiji strategi bener-bener aya hartina. Strategi mah lain keur bersaing jeung nol. Strategi bersaing jeung hal nu anjeun bakal lakukeun heula. Di mana eta manggihan gunana, lamun memang aya gunana: drawdown. Nahan hartina ningali 77% ludes jeung teu ngajual. Rentang paling parah tina strategi nyaéta 70% — leuwih alus, tapi teu cukup pikeun ngajustifikasi genep kaputusan jeung genep taun perhatian. Ieu hasil nyata tina alat kuring sorangan, sarta eta nyebutkeun yén strategina teu cukup alus. Backtester anu ngan bisa ngagombalkeun anjeun nyaéta cocooan. Bandingkeun milik anjeun jeung buy and hold saméméh anjeun dagangkeun 👉 https://virtuum-lab.com #BTC #Backtesting #TradingStrategy
Bacaan kuring tina backtester kuring sorangan nyebutkeun strategi kuring kalah ku ngan saukur teu ngalakukeun nanaon.

Golden Cross, 50/200 SMA, BTCUSDT perp dina 1x, ti 2019-09-08 nepi ka kiwari. Lawan buy and hold, dina jandela waktu nu sarua.

Buy and hold: +651%, max drawdown 77%
Golden Cross: +202%, max drawdown 70%

Genep transaksi salila tujuh taun, ahirna jadi leungit $44,954 ti batur anu meuli sakali sarta tuluy kabur ka luar.

Kuring unggah ieu sabab ieu perbandingan nu ampir teu aya nu ngajalankeun, sarta ngan ieu nu nangtukeun naha hiji strategi bener-bener aya hartina. Strategi mah lain keur bersaing jeung nol. Strategi bersaing jeung hal nu anjeun bakal lakukeun heula.

Di mana eta manggihan gunana, lamun memang aya gunana: drawdown. Nahan hartina ningali 77% ludes jeung teu ngajual. Rentang paling parah tina strategi nyaéta 70% — leuwih alus, tapi teu cukup pikeun ngajustifikasi genep kaputusan jeung genep taun perhatian.

Ieu hasil nyata tina alat kuring sorangan, sarta eta nyebutkeun yén strategina teu cukup alus. Backtester anu ngan bisa ngagombalkeun anjeun nyaéta cocooan.

Bandingkeun milik anjeun jeung buy and hold saméméh anjeun dagangkeun 👉 https://virtuum-lab.com

#BTC #Backtesting #TradingStrategy
ເບິ່ງການແປ
Same strategy. Same pair. Same five trades, on the same days. Two exchanges, 14 points apart. Golden Cross, 50/200 SMA, 3x long BTCUSDT perp, 2020-03-25 to today, each venue charged its own settled funding. Binance: −16% — $9,888 of funding paid Bybit: −29% — $9,641 of funding paid The entries and exits are identical. Same signal dates, all 5 of them. And the funding bills are within a few hundred dollars of each other, so that isn't the explanation either. The gap is the candles. Every exchange prints its own price, and a rule that reads "close above the 200 SMA" reads a slightly different close on each one. Same rule, different prints, different fills — and 14 points of difference by the end. Which means a backtest is only as real as the venue it was run on. If you tested on one exchange's data and traded on another's, you tested a strategy you did not deploy. It also puts a floor on precision. If two honest data sources disagree by 14 points on the same rules, no backtest result is accurate to the decimal place, and anyone quoting you one is selling something. Pick the exchange you actually trade on 👉 https://virtuum-lab.com #BTC #Binance #Bybit #Backtesting
Same strategy. Same pair. Same five trades, on the same days. Two exchanges, 14 points apart.

Golden Cross, 50/200 SMA, 3x long BTCUSDT perp, 2020-03-25 to today, each venue charged its own settled funding.

Binance: −16% — $9,888 of funding paid
Bybit: −29% — $9,641 of funding paid

The entries and exits are identical. Same signal dates, all 5 of them. And the funding bills are within a few hundred dollars of each other, so that isn't the explanation either.

The gap is the candles. Every exchange prints its own price, and a rule that reads "close above the 200 SMA" reads a slightly different close on each one. Same rule, different prints, different fills — and 14 points of difference by the end.

Which means a backtest is only as real as the venue it was run on. If you tested on one exchange's data and traded on another's, you tested a strategy you did not deploy.

It also puts a floor on precision. If two honest data sources disagree by 14 points on the same rules, no backtest result is accurate to the decimal place, and anyone quoting you one is selling something.

Pick the exchange you actually trade on 👉 https://virtuum-lab.com

#BTC #Binance #Bybit #Backtesting
ເບິ່ງການແປ
Same rule. Three clocks. 1,301 points apart. 9/21 EMA cross, 3x long BTCUSDT perp, real Binance funding, same window on all three so nothing gets a head start. 4 hour: +50% — 318 trades, max drawdown 98% Daily: +1,351% — 46 trades, max drawdown 96% Weekly: +508% — 7 trades, max drawdown 91% Nobody chose a timeframe for a reason. You picked the one your chart opened on. The 4 hour version trades 318 times and hands almost all of it back — every crossing costs fees, slippage and funding, and on a fast clock most crossings are noise. The weekly version takes 7 trades in 41 years and keeps more of what it makes. The uncomfortable read: if a strategy only works on one timeframe, the timeframe is doing the work, not the strategy. A real edge degrades gracefully when you change the clock. This one doesn't — it swings by 1,301 points. Before you trust a backtest, run it on the timeframe either side of the one you like. Change the clock and see what survives 👉 https://virtuum-lab.com #BTC #TradingStrategy #Backtesting
Same rule. Three clocks. 1,301 points apart.

9/21 EMA cross, 3x long BTCUSDT perp, real Binance funding, same window on all three so nothing gets a head start.

4 hour: +50% — 318 trades, max drawdown 98%
Daily: +1,351% — 46 trades, max drawdown 96%
Weekly: +508% — 7 trades, max drawdown 91%

Nobody chose a timeframe for a reason. You picked the one your chart opened on.

The 4 hour version trades 318 times and hands almost all of it back — every crossing costs fees, slippage and funding, and on a fast clock most crossings are noise. The weekly version takes 7 trades in 41 years and keeps more of what it makes.

The uncomfortable read: if a strategy only works on one timeframe, the timeframe is doing the work, not the strategy. A real edge degrades gracefully when you change the clock. This one doesn't — it swings by 1,301 points.

Before you trust a backtest, run it on the timeframe either side of the one you like.

Change the clock and see what survives 👉 https://virtuum-lab.com

#BTC #TradingStrategy #Backtesting
0.1% a trade cost this strategy 486 points. ការឆ្លងកាត់ 9/21 EMA នៅលើ BTCUSDT perp, បារ 4 ម៉ោង, 1x, ចាប់ពី 2019-10-23 រហូតដល់ថ្ងៃនេះ។ 318 ការប្តូរ។ យុទ្ធសាស្ត្រនេះមិនផ្លាស់ប្តូរ—មានតែអ្វីដែលកម្រៃនៃការប្តូរនីមួយៗប៉ុណ្ណោះ។ គ្មានថ្លៃសោះ: +574% 5 bps per side: +256% 10 bps per side: +88% 10 bps គឺ 0.1%។ វាជាអ្វីដែលអ្នកពិតជាបង់ជា taker ប្រហាក់ប្រហែល នៅពេលរាប់ spread និង slippage ហើយវាប្រែក្លាយ backtest ដ៏អស្ចារ្យមួយ ទៅជារឿងធម្មតាវិញ។ ហេតុអ្វីវាខ្លាំងដូចនេះ? មាន 318 ការប្តូរ។ ថ្លៃត្រូវបានគិតក្នុងមួយការប្តូរ ដូច្នេះវាកើនតាមសកម្មភាព ខណៈដែលសមត្ថភាពអត្ថប្រយោជន៍របស់អ្នកមិនកើន។ យុទ្ធសាស្ត្រយឺតអាចមិនខ្វល់ថ្លៃ។ យុទ្ធសាស្ត្រដែលធ្វើការប្តូររៀងរាល់ពីរបីថ្ងៃម្តង មិនអាចមិនខ្វល់បានទេ—វាកំពុងបង់ជួល 318 ដង។ នេះហើយជាមូលហេតុដែលកំហុស backtesting ដែលពบบ្រើច្រើន មិនមែនជាសញ្ញាអាក្រក់ទេ។ វាជា “សូន្យ” នៅប្រអប់ថ្លៃ។ យុទ្ធសាស្ត្រដែលមានប្រេកង់ខ្ពស់ទាំងអស់មើលទៅអស្ចារ្យនៅ 0 bps។ បើ backtester របស់អ្នកមិនគិត commission និង slippage ក្នុងមួយ side នោះ វាមិនមែនជាការធ្វើតេស្តយុទ្ធសាស្ត្ររបស់អ្នកទេ។ វាកំពុងធ្វើតេស្តកំណែប្រឌិតដែលធ្វើការប្តូរដោយឥតគិតថ្លៃ។ គិតថ្លៃឲ្យខ្លួនឯងដូចអ្វីដែល exchange របស់អ្នកគិត 👉 https://virtuum-lab.com #BTC #TradingFees #Backtesting
0.1% a trade cost this strategy 486 points.

ការឆ្លងកាត់ 9/21 EMA នៅលើ BTCUSDT perp, បារ 4 ម៉ោង, 1x, ចាប់ពី 2019-10-23 រហូតដល់ថ្ងៃនេះ។ 318 ការប្តូរ។ យុទ្ធសាស្ត្រនេះមិនផ្លាស់ប្តូរ—មានតែអ្វីដែលកម្រៃនៃការប្តូរនីមួយៗប៉ុណ្ណោះ។

គ្មានថ្លៃសោះ: +574%
5 bps per side: +256%
10 bps per side: +88%

10 bps គឺ 0.1%។ វាជាអ្វីដែលអ្នកពិតជាបង់ជា taker ប្រហាក់ប្រហែល នៅពេលរាប់ spread និង slippage ហើយវាប្រែក្លាយ backtest ដ៏អស្ចារ្យមួយ ទៅជារឿងធម្មតាវិញ។

ហេតុអ្វីវាខ្លាំងដូចនេះ? មាន 318 ការប្តូរ។ ថ្លៃត្រូវបានគិតក្នុងមួយការប្តូរ ដូច្នេះវាកើនតាមសកម្មភាព ខណៈដែលសមត្ថភាពអត្ថប្រយោជន៍របស់អ្នកមិនកើន។ យុទ្ធសាស្ត្រយឺតអាចមិនខ្វល់ថ្លៃ។ យុទ្ធសាស្ត្រដែលធ្វើការប្តូររៀងរាល់ពីរបីថ្ងៃម្តង មិនអាចមិនខ្វល់បានទេ—វាកំពុងបង់ជួល 318 ដង។

នេះហើយជាមូលហេតុដែលកំហុស backtesting ដែលពบบ្រើច្រើន មិនមែនជាសញ្ញាអាក្រក់ទេ។ វាជា “សូន្យ” នៅប្រអប់ថ្លៃ។ យុទ្ធសាស្ត្រដែលមានប្រេកង់ខ្ពស់ទាំងអស់មើលទៅអស្ចារ្យនៅ 0 bps។

បើ backtester របស់អ្នកមិនគិត commission និង slippage ក្នុងមួយ side នោះ វាមិនមែនជាការធ្វើតេស្តយុទ្ធសាស្ត្ររបស់អ្នកទេ។ វាកំពុងធ្វើតេស្តកំណែប្រឌិតដែលធ្វើការប្តូរដោយឥតគិតថ្លៃ។

គិតថ្លៃឲ្យខ្លួនឯងដូចអ្វីដែល exchange របស់អ្នកគិត 👉 https://virtuum-lab.com

#BTC #TradingFees #Backtesting
ເບິ່ງການແປ
The same strategy made +359% and −46%. The only difference was the day I started. Golden Cross, 50/200 SMA, 3x long BTCUSDT perp, real Binance funding charged. Identical rules, identical data, all four running to today. The only variable is when you switched it on. Started 2019: +359% Started 2020: −16% Started 2022: +77% Started 2024: −46% 405 points of spread, and not one line of the strategy changed. This is the number nobody publishes. When someone shows you a backtest, they have already chosen the start date — and they chose it after seeing the result. Move it by a year and the same rules go from a fortune to a hole. It isn't luck evening out over time, either. The 2019 run caught one enormous trend early enough that it paid for everything after. The 2024 run took 2 trades and never got that gift. What to do about it: run your rules from several start dates before you believe any of them. If the answer only works from one particular Tuesday, it isn't an edge — it's a coincidence with good marketing. Test the same rules from every start date you like 👉 https://virtuum-lab.com #BTC #Backtesting #TradingStrategy
The same strategy made +359% and −46%. The only difference was the day I started.

Golden Cross, 50/200 SMA, 3x long BTCUSDT perp, real Binance funding charged. Identical rules, identical data, all four running to today. The only variable is when you switched it on.

Started 2019: +359%
Started 2020: −16%
Started 2022: +77%
Started 2024: −46%

405 points of spread, and not one line of the strategy changed.

This is the number nobody publishes. When someone shows you a backtest, they have already chosen the start date — and they chose it after seeing the result. Move it by a year and the same rules go from a fortune to a hole.

It isn't luck evening out over time, either. The 2019 run caught one enormous trend early enough that it paid for everything after. The 2024 run took 2 trades and never got that gift.

What to do about it: run your rules from several start dates before you believe any of them. If the answer only works from one particular Tuesday, it isn't an edge — it's a coincidence with good marketing.

Test the same rules from every start date you like 👉 https://virtuum-lab.com

#BTC #Backtesting #TradingStrategy
ບົດຄວາມ
Universal Signal Backtester: Scopri Se Il Tuo Segnale Di Trading Funziona DavveroUn segnale di trading può sembrare perfetto su un grafico. Freccia verde. Il prezzo sale. L’impostazione sembra evidente. Ma c’è una domanda che la maggior parte dei trader non si pone: Cosa sarebbe successo se avessi preso ogni segnale? È qui che diventa utile il Universal Signal Backtester di LuxAlgo. Invece di testare manualmente una strategia, operazione per operazione, l’indicatore ti permette di simulare diversi segnali di ingresso direttamente sul grafico e vedere come si sono comportati con condizioni diverse di take-profit, stop-loss e costi di trading.

Universal Signal Backtester: Scopri Se Il Tuo Segnale Di Trading Funziona Davvero

Un segnale di trading può sembrare perfetto su un grafico.
Freccia verde.
Il prezzo sale.
L’impostazione sembra evidente.
Ma c’è una domanda che la maggior parte dei trader non si pone:
Cosa sarebbe successo se avessi preso ogni segnale?
È qui che diventa utile il Universal Signal Backtester di LuxAlgo.
Invece di testare manualmente una strategia, operazione per operazione, l’indicatore ti permette di simulare diversi segnali di ingresso direttamente sul grafico e vedere come si sono comportati con condizioni diverse di take-profit, stop-loss e costi di trading.
ສັນຍານການຄ້າຂອງເຈົ້າແທ້ໆມັນເຮັດວຽກ ຫຼືພຽງແຕ່ເບິ່ງດີໃນກາຟ? Universal Signal Backtester ຂອງ LuxAlgo ຊ່ວຍໃຫ້ເຈົ້າທົດສອບສັນຍານ, ການຈັດຄ່າ TP/SL, ຄ່າທຳນຽມການຄ້າ, ຊ່ວງເວລາຂອງຕະຫຼາດ ແລະ ຕົວຊີ້ວັດຜົນການແດ່ງ ກ່ອນຈະເອົາເງິນຈິງໄປສ່ຽງ. ຂ້ອຍຈະອະທິບາຍໃຫ້ຄົນເລີ່ມຕົ້ນ 👇 ເປົ້າໝາຍບໍ່ແມ່ນຫາ “ຍຸດທະສາດ” ທີ່ສົມບູນແບບ. ແຕ່ແມ່ນການຄົ້ນຫາວ່າ ຍຸດທະສາດໜຶ່ງຈະມີພຶດຕິກຳຢ່າງໃດ ເມື່ອເຈົ້ານຳໄປທົດສອບແທ້ໆ. 📖 ອ່ານບົດຄວາມເຕັມ [here](https://app.binance.com/uni-qr/cart/356472421541266?l=en&r=BGUSO02M&uc=web_square_share_link&uco=8GXs6aAjPOl7FyH8vg0BEg&us=copylink). #trading #cryptotrading #Backtesting #TechnicalAnalysis #RiskManagement
ສັນຍານການຄ້າຂອງເຈົ້າແທ້ໆມັນເຮັດວຽກ ຫຼືພຽງແຕ່ເບິ່ງດີໃນກາຟ?
Universal Signal Backtester ຂອງ LuxAlgo ຊ່ວຍໃຫ້ເຈົ້າທົດສອບສັນຍານ, ການຈັດຄ່າ TP/SL, ຄ່າທຳນຽມການຄ້າ, ຊ່ວງເວລາຂອງຕະຫຼາດ ແລະ ຕົວຊີ້ວັດຜົນການແດ່ງ ກ່ອນຈະເອົາເງິນຈິງໄປສ່ຽງ.
ຂ້ອຍຈະອະທິບາຍໃຫ້ຄົນເລີ່ມຕົ້ນ 👇
ເປົ້າໝາຍບໍ່ແມ່ນຫາ “ຍຸດທະສາດ” ທີ່ສົມບູນແບບ. ແຕ່ແມ່ນການຄົ້ນຫາວ່າ ຍຸດທະສາດໜຶ່ງຈະມີພຶດຕິກຳຢ່າງໃດ ເມື່ອເຈົ້ານຳໄປທົດສອບແທ້ໆ.
📖 ອ່ານບົດຄວາມເຕັມ here.
#trading #cryptotrading #Backtesting #TechnicalAnalysis #RiskManagement
Batchild
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Universal Signal Backtester: Scopri Se Il Tuo Segnale Di Trading Funziona Davvero
Un segnale di trading può sembrare perfetto su un grafico.
Freccia verde.
Il prezzo sale.
L’impostazione sembra evidente.
Ma c’è una domanda che la maggior parte dei trader non si pone:
Cosa sarebbe successo se avessi preso ogni segnale?
È qui che diventa utile il Universal Signal Backtester di LuxAlgo.
Invece di testare manualmente una strategia, operazione per operazione, l’indicatore ti permette di simulare diversi segnali di ingresso direttamente sul grafico e vedere come si sono comportati con condizioni diverse di take-profit, stop-loss e costi di trading.
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ບົດຄວາມ
ເບິ່ງການແປ
Backtest Hứa 28.72%. Chạy Bằng Tiền Thật Trả 23.46%.Backtest hứa cảnh báo volume theo giờ của tôi chạm +10% trong 12 tiếng 28.72% số lần. Máy đã chạy thật. 170 cảnh báo đóng cửa sổ. Điểm số: **23.46%** trên 162 lệnh sạch. Thấp hơn backtest 5.26 điểm. Đúng như mọi backtest: chạy thật luôn kém hơn chạy trên giấy. Nhưng vẫn gấp **3.56 lần** một giờ ngẫu nhiên (6.59%). Edge có thật, chỉ nhỏ hơn tờ quảng cáo. Ba điều đi kèm con số đó. **Một.** 8 cảnh báo còn mở và **không được tính**. Vị thế chưa hết khung giờ không phải chiến thắng. **Hai.** Tôi bỏ 8 cảnh báo sinh từ tin gỡ niêm yết — chỉ 4.49% tổng số nhưng bơm mạnh nhất bảng. Bỏ chúng làm điểm **giảm** từ 25.88% xuống 23.46%. Vẫn bỏ: thanh lý cưỡng bức là cách dễ nhất chế ra volume, và nói ít nhất về nhu cầu. **Ba, quan trọng nhất:** hơn ba phần tư số cảnh báo **không chạm mục tiêu**. Đó là hình dạng thật của một edge nhỏ. Ai bán cho bạn tỷ lệ thắng bảy trên mười đang bán thứ khác. Quan điểm: CHỜ. Tôi thích 23.46% đo trên tiền thật hơn 28.72% đo trên quá khứ. Bạn đã đối chiếu backtest của mình với kết quả chạy thật chưa? Nghiên cứu giáo dục, không phải lời khuyên đầu tư. $BTC #TradingSignals #Backtesting #WriteToEarn

Backtest Hứa 28.72%. Chạy Bằng Tiền Thật Trả 23.46%.

Backtest hứa cảnh báo volume theo giờ của tôi chạm +10% trong 12 tiếng 28.72% số lần.
Máy đã chạy thật. 170 cảnh báo đóng cửa sổ. Điểm số:
**23.46%** trên 162 lệnh sạch.
Thấp hơn backtest 5.26 điểm. Đúng như mọi backtest: chạy thật luôn kém hơn chạy trên giấy.
Nhưng vẫn gấp **3.56 lần** một giờ ngẫu nhiên (6.59%). Edge có thật, chỉ nhỏ hơn tờ quảng cáo.
Ba điều đi kèm con số đó.
**Một.** 8 cảnh báo còn mở và **không được tính**. Vị thế chưa hết khung giờ không phải chiến thắng.
**Hai.** Tôi bỏ 8 cảnh báo sinh từ tin gỡ niêm yết — chỉ 4.49% tổng số nhưng bơm mạnh nhất bảng. Bỏ chúng làm điểm **giảm** từ 25.88% xuống 23.46%. Vẫn bỏ: thanh lý cưỡng bức là cách dễ nhất chế ra volume, và nói ít nhất về nhu cầu.
**Ba, quan trọng nhất:** hơn ba phần tư số cảnh báo **không chạm mục tiêu**. Đó là hình dạng thật của một edge nhỏ. Ai bán cho bạn tỷ lệ thắng bảy trên mười đang bán thứ khác.
Quan điểm: CHỜ. Tôi thích 23.46% đo trên tiền thật hơn 28.72% đo trên quá khứ.
Bạn đã đối chiếu backtest của mình với kết quả chạy thật chưa?
Nghiên cứu giáo dục, không phải lời khuyên đầu tư.
$BTC #TradingSignals #Backtesting #WriteToEarn
ບົດຄວາມ
UKUHWEBA KUNGOKUFANA NE-MUSTANG: KUYAKHIWA ELABORATHORININgenkulumxolelo yami njengomhwebi oqalayo, namhlanje ngifuna ukukutshela ukuthi kungani ukuhweba ngaphandle kwesistimu kufana nokushayela ungaboni... Kumele ngivume ukuthi ngesikhathi ngiqala kulokhu, okunye okunzima kakhulu kimi kwakuwukukhumbula ukuthi i-RSI engu-70 yayisho ukuthi kuyabiza (overbought) futhi engu-30 kusho ukuthi sekudayiswe ngokweqile (oversold). Into 'eyisisekelo' kangaka yayidala umgodi owesabekayo engqondweni yami. Futhi cha, kwakungekhona ukuntula ukuhlakanipha; kwakungenxa yokuthi ukuhweba nge-dyslexia ne-dyscalculia kukuphoqa ukuba uphile emhlabeni lapho izinombolo nezinkomba kwesinye isikhathi ziguquka zibe umhubhe ongenakuphuma.

UKUHWEBA KUNGOKUFANA NE-MUSTANG: KUYAKHIWA ELABORATHORINI

Ngenkulumxolelo yami njengomhwebi oqalayo, namhlanje ngifuna ukukutshela ukuthi kungani ukuhweba ngaphandle kwesistimu kufana nokushayela ungaboni...
Kumele ngivume ukuthi ngesikhathi ngiqala kulokhu, okunye okunzima kakhulu kimi kwakuwukukhumbula ukuthi i-RSI engu-70 yayisho ukuthi kuyabiza (overbought) futhi engu-30 kusho ukuthi sekudayiswe ngokweqile (oversold). Into 'eyisisekelo' kangaka yayidala umgodi owesabekayo engqondweni yami. Futhi cha, kwakungekhona ukuntula ukuhlakanipha; kwakungenxa yokuthi ukuhweba nge-dyslexia ne-dyscalculia kukuphoqa ukuba uphile emhlabeni lapho izinombolo nezinkomba kwesinye isikhathi ziguquka zibe umhubhe ongenakuphuma.
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ສັນຍານກະທິງ
ເບິ່ງການແປ
We believe crypto should feel less like a casino. And more like a well-tested system for sustainable growth. That's why CryptoGates exists: → Build strategies — don't guess them → Backtest on real historical data — don't assume → Predict & optimize — don't hope → Automate with discipline — don't react Earning without stress. Participating without obsession. Growing without gambling. No signup. No credit card. Just build.👇 $BTC $BNB #Backtesting
We believe crypto should feel less like a casino.
And more like a well-tested system for sustainable growth.
That's why CryptoGates exists:

→ Build strategies — don't guess them
→ Backtest on real historical data — don't assume
→ Predict & optimize — don't hope
→ Automate with discipline — don't react

Earning without stress.
Participating without obsession.
Growing without gambling.

No signup. No credit card. Just build.👇
$BTC $BNB #Backtesting
ເບິ່ງການແປ
A strategy can look flawless on daily candles and still get rekt live. Why? Daily data smooths over intraday wicks and fake breakouts your bot never got tested against. CG backtests DCA, Grid, and Rebalance bots on 1-min OHLCV data - no shortcuts. Stress test yours... #Bitcoin #CryptoTrading #Backtesting
A strategy can look flawless on daily candles and still get rekt live.
Why?

Daily data smooths over intraday wicks and fake breakouts your bot never got tested against.

CG backtests DCA, Grid, and Rebalance bots on 1-min OHLCV data - no shortcuts.

Stress test yours...

#Bitcoin #CryptoTrading #Backtesting
ເບິ່ງການແປ
#Backtesting your trading strategies – do you do it? How accurate do you find backtesting results? Does it improve your live strategy performance? What tools do you use for backtesting? Biggest limitation you’ve faced with it? Comment or suggest me..👍
#Backtesting your trading strategies – do you do it?
How accurate do you find backtesting results?
Does it improve your live strategy performance?
What tools do you use for backtesting?
Biggest limitation you’ve faced with it?
Comment or suggest me..👍
yes,always
sometimes
Rarely
Never
3 ມື້ທີ່ຍັງເຫຼືອ
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ເບິ່ງການແປ
ຂ້ອຍໄດ້ຢູ່ໃນ #Breakeven ແລະ $XRP ອີກຄັ້ງໜຶ່ງ ລາຄາໄດ້ຕອບຮັບຈຸດເຂົ້າຂອງຂ້ອຍ ແລະ ຂຶ້ນໄປເຖິງ #ROI +30% ແຕ່ກໍບໍ່ໄດ້ຮອດເປົ້າໝາຍຂອງຂ້ອຍ #ROI +60% ສຳລັບຂ້ອຍ ນີ້ບໍ່ແມ່ນຂ່າວບໍ່ດີ ຍັງຄົງຢູ່ໃນຂັ້ນຕອນ/ຂະບວນການ #Backtesting ການເຂົ້າຂອງຂ້ອຍຖືກຕ້ອງແລ້ວ! ຂ້ອຍແຕ່ຕ້ອງປັບຈຸດເອົາກຳໄລໃຫ້ດີຂຶ້ນ... ບາງທີຄັ້ງຕໍ່ໄປຂ້ອຍຈະລອງດ້ວຍການເຂົ້າທີ່ໃຫຍ່ກວ່າ ຫຼື ດ້ວຍເລີ່ມທີ່ມີ leverage ຫຼາຍຂຶ້ນນິດ #BreakEvenIsProfit
ຂ້ອຍໄດ້ຢູ່ໃນ #Breakeven ແລະ $XRP ອີກຄັ້ງໜຶ່ງ
ລາຄາໄດ້ຕອບຮັບຈຸດເຂົ້າຂອງຂ້ອຍ ແລະ ຂຶ້ນໄປເຖິງ #ROI +30% ແຕ່ກໍບໍ່ໄດ້ຮອດເປົ້າໝາຍຂອງຂ້ອຍ #ROI +60%

ສຳລັບຂ້ອຍ ນີ້ບໍ່ແມ່ນຂ່າວບໍ່ດີ ຍັງຄົງຢູ່ໃນຂັ້ນຕອນ/ຂະບວນການ #Backtesting

ການເຂົ້າຂອງຂ້ອຍຖືກຕ້ອງແລ້ວ! ຂ້ອຍແຕ່ຕ້ອງປັບຈຸດເອົາກຳໄລໃຫ້ດີຂຶ້ນ...

ບາງທີຄັ້ງຕໍ່ໄປຂ້ອຍຈະລອງດ້ວຍການເຂົ້າທີ່ໃຫຍ່ກວ່າ ຫຼື ດ້ວຍເລີ່ມທີ່ມີ leverage ຫຼາຍຂຶ້ນນິດ

#BreakEvenIsProfit
ບົດຄວາມ
📊Iphrojekthi Yoku-100 Trades — I-Backtest Yokwehla (Breakdown) | Icala #003 $BRU/USDT ( Liyaphumelela )I-BRU/USDT — I-Short Eziphikisana Nethrendi (Counter-Trend) eMbusweni Wezinkunzi (Bull Market) Ngecala #003 lephrojekthi yami ethi 100-Trades, ngenza i-backtest yesakhiwo se-Breakdown Short ku-BRU. Lokhu kuthengiselana kuyathakazelisa ikakhulukazi ngoba bengifuna ithuba le-short ngenkathi imakethe ebanzi isaqhubeka inobhedu (bullish). 📖 Indaba Yekhandlela I-BRU iqale ngephampu eqinile: 0.20 → 0.349 Emva kwephampu, intengo yangena endaweni yokuhlanganisa (consolidation) phakathi cishe kuka-0.32 no-0.30. Bese kwenzeka ukunyakaza okubalulekile: 🔻 Intengo yaphule yehlela ngaphansi kuka-0.28 Ngokungena ngokushesha ekwehleni, ngilinde ukuqinisekiswa.

📊Iphrojekthi Yoku-100 Trades — I-Backtest Yokwehla (Breakdown) | Icala #003 $BRU/USDT ( Liyaphumelela )

I-BRU/USDT — I-Short Eziphikisana Nethrendi (Counter-Trend) eMbusweni Wezinkunzi (Bull Market)
Ngecala #003 lephrojekthi yami ethi 100-Trades, ngenza i-backtest yesakhiwo se-Breakdown Short ku-BRU.
Lokhu kuthengiselana kuyathakazelisa ikakhulukazi ngoba bengifuna ithuba le-short ngenkathi imakethe ebanzi isaqhubeka inobhedu (bullish).
📖 Indaba Yekhandlela
I-BRU iqale ngephampu eqinile:
0.20 → 0.349
Emva kwephampu, intengo yangena endaweni yokuhlanganisa (consolidation) phakathi cishe kuka-0.32 no-0.30.
Bese kwenzeka ukunyakaza okubalulekile:
🔻 Intengo yaphule yehlela ngaphansi kuka-0.28
Ngokungena ngokushesha ekwehleni, ngilinde ukuqinisekiswa.
ບົດຄວາມ
TRADING JOURNAL — BACKTEST CASE #002 $ZEC/USDT ( Failed )$ZEC Trend Breakdown Backtest Tārmuri pachi vāḍiṇi phast backtest kesa $MARS tō, nānu nā meyo ceja #002 — ZEC jōligi konṭānu. Nā goal: 100 trade gaḷa mōduḷi ondu Trend Breakdown Strategy annu nirmisi mattu testa māḍuvudu. I se yōjane nannalli chikkā mātrada poṇiyinda ārambisuttidē matthu takka sīgarā laba kaiyāge niluvudakkinta niyamitavāgi, r̥sk management mattu data mele heccā dhyāna koḍuttiddēne. 📊 Case #002 — ZEC Išṭruḍa tirati mārketā: Uptrend → Consolidation → Sambhāvy Breakdown Nā key levels: 🔻 Breakdown Level: 1016 ❌ Idea Invalidation: 1060

TRADING JOURNAL — BACKTEST CASE #002 $ZEC/USDT ( Failed )

$ZEC Trend Breakdown Backtest
Tārmuri pachi vāḍiṇi phast backtest kesa $MARS tō, nānu nā meyo ceja #002 — ZEC jōligi konṭānu.
Nā goal: 100 trade gaḷa mōduḷi ondu Trend Breakdown Strategy annu nirmisi mattu testa māḍuvudu.
I se yōjane nannalli chikkā mātrada poṇiyinda ārambisuttidē matthu takka sīgarā laba kaiyāge niluvudakkinta niyamitavāgi, r̥sk management mattu data mele heccā dhyāna koḍuttiddēne.
📊 Case #002 — ZEC
Išṭruḍa tirati mārketā:
Uptrend → Consolidation → Sambhāvy Breakdown
Nā key levels:
🔻 Breakdown Level: 1016
❌ Idea Invalidation: 1060
ບົດຄວາມ
BACKTEST CASE #001 $Marscoin/USDT — Beda B’$10 ( Fallut )Illum qed nibda sfida ġdida ta’ trading. Qed nibda b’$10 biss u nibni sistema ta’ trading mill-bidu. L-għan tiegħi mhux li nbiddel $10 f’$100 mil-lejl għan-nhar. L-għan tiegħi hu ħafna aktar sempliċi: Nista’ nibni strateġija ta’ trading li verament taħdem fuq kampjun kbir ta’ trades? 🔻 L-Istrateġija Tiegħi: Tkissir tat-Trend Is-setup li bħalissa qed nittestja hu: Uptrend → Konsolidazzjoni → Tkissir → Re-test → Rifjut → Short Ma nafx nieħu kull breakdown. Se nistenna l-kundizzjonijiet definiti mill-istrateġija tiegħi u nirreġistra kull trade — inklużi dawk li jitilfu.

BACKTEST CASE #001 $Marscoin/USDT — Beda B’$10 ( Fallut )

Illum qed nibda sfida ġdida ta’ trading.
Qed nibda b’$10 biss u nibni sistema ta’ trading mill-bidu.
L-għan tiegħi mhux li nbiddel $10 f’$100 mil-lejl għan-nhar.
L-għan tiegħi hu ħafna aktar sempliċi:
Nista’ nibni strateġija ta’ trading li verament taħdem fuq kampjun kbir ta’ trades?
🔻 L-Istrateġija Tiegħi: Tkissir tat-Trend
Is-setup li bħalissa qed nittestja hu:
Uptrend → Konsolidazzjoni → Tkissir → Re-test → Rifjut → Short
Ma nafx nieħu kull breakdown.
Se nistenna l-kundizzjonijiet definiti mill-istrateġija tiegħi u nirreġistra kull trade — inklużi dawk li jitilfu.
​🚀 L’indicador definitiu? VWAP + Fibonacci He realitzat backtesting per a aquest indicador i és una joia per entendre l’estructura del preu. 📊 Funciona projectant bandes basades en seqüències de Fibonacci sobre la línia base del VWAP. A diferència d’unes bandes de Bollinger comunes, aquestes bandes actuen com a imants visuals: quan el volum empeny el preu cap a les zones vermelles o verdes extremes, l’indicador ens marca visualment el desequilibri, facilitant la lectura de l’oferta i la demanda sense saturar el gràfic. #TradingAlgoritmico #TechnicalAnalysisBTC #VWAP #Backtesting $BTC $SOL $BNB
​🚀 L’indicador definitiu? VWAP + Fibonacci

He realitzat backtesting per a aquest indicador i és una joia per entendre l’estructura del preu.
📊 Funciona projectant bandes basades en seqüències de Fibonacci sobre la línia base del VWAP. A diferència d’unes bandes de Bollinger comunes, aquestes bandes actuen com a imants visuals: quan el volum empeny el preu cap a les zones vermelles o verdes extremes, l’indicador ens marca visualment el desequilibri, facilitant la lectura de l’oferta i la demanda sense saturar el gràfic.

#TradingAlgoritmico #TechnicalAnalysisBTC #VWAP #Backtesting

$BTC $SOL $BNB
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ສັນຍານໝີ
Mi bot dando señales certeras, todo programado in #python Sekarang un short in $ETH y arriba mi otro bot de Spot grid con $SOL Quieres que te pase los resultados del #Backtesting ? Deixa una propina de $2 dolares y te mando más información. Son solo $2 de $USDC
Mi bot dando señales certeras, todo programado in #python
Sekarang un short in $ETH y arriba mi otro bot de Spot grid con $SOL
Quieres que te pase los resultados del #Backtesting ? Deixa una propina de $2 dolares y te mando más información.
Son solo $2 de $USDC
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Backtesting en SYN: ¿Rendimiento histórico o casualidad?SYN ha sido noticia en Binance con un +34% en 24h. Pero, ¿es这个机会 real o solo ruido? Veamos lo que dice la data. 📊 El Contexto (1 semana): Hace solo 8 días, SYN tocó su mínimo histórico en $0.027** . Desde entonces ha subido ~445% hasta $0.149 . En 7 días acumula +355% . El volumen 24h alcanza $95-99M contra una capitalización de **$32-34M (ratio Vol/MCap ~281%) . ⚠️ Esto es extremadamente elevado. El Análisis de MELABOT: Fundamentos: El protocolo Synapse genera solo $64/día en fees** . Para ponerlo en perspectiva: el volumen de trading de SYN es 1.3 millones de veces superior a los fees del protocolo . Los ingresos trimestrales cayeron de $3.37M (Q1 2024) a $12K (Q1 2026) — una caída del 99.6% . Los holders de SYN ganan **$0 en ingresos — cero valor acumulado . Actividad real: El volumen de bridge en 7 días es de solo $21,622**, comparado con **$16.3B acumulado histórico . El protocolo está prácticamente inactivo. Catalizador: No hay anuncio verificado (partnership, listing, producto) que explique el pump . El veredicto de MELABOT: Casualidad. SYN está mostrando signos clásicos de mania especulativa: volumen 3x su market cap, sin catalizador fundamental y con un protocolo que genera migajas en fees . Desde su ATH de $4.92 (Oct 2021), SYN ha caído ~97% . Esto parece un "low-float speculative squeeze" impulsado por momentum y rotación de altcoins . ¿Qué haría MELABOT? ❌ Lo descartaría. Sin fundamentos sólidos y con este nivel de especulación, el riesgo de drawdown es altísimo. Recordatorio: gestión de riesgo 1-5% por trade. ⚠️ Trading, Código y buena música. 🎵 #Melabot  #SYN  #Backtesting  #BinancePickAndWin #HEI $BTC {spot}(BTCUSDT)  $SYN {future}(SYNUSDT)   $ETH {future}(ETHUSDT)

Backtesting en SYN: ¿Rendimiento histórico o casualidad?

SYN ha sido noticia en Binance con un +34% en 24h. Pero, ¿es这个机会 real o solo ruido? Veamos lo que dice la data. 📊
El Contexto (1 semana): Hace solo 8 días, SYN tocó su mínimo histórico en $0.027** . Desde entonces ha subido ~445% hasta $0.149 . En 7 días acumula +355% . El volumen 24h alcanza $95-99M contra una capitalización de **$32-34M (ratio Vol/MCap ~281%) . ⚠️ Esto es extremadamente elevado.
El Análisis de MELABOT:
Fundamentos: El protocolo Synapse genera solo $64/día en fees** . Para ponerlo en perspectiva: el volumen de trading de SYN es 1.3 millones de veces superior a los fees del protocolo . Los ingresos trimestrales cayeron de $3.37M (Q1 2024) a $12K (Q1 2026) — una caída del 99.6% . Los holders de SYN ganan **$0 en ingresos — cero valor acumulado .
Actividad real: El volumen de bridge en 7 días es de solo $21,622**, comparado con **$16.3B acumulado histórico . El protocolo está prácticamente inactivo.
Catalizador: No hay anuncio verificado (partnership, listing, producto) que explique el pump .
El veredicto de MELABOT: Casualidad. SYN está mostrando signos clásicos de mania especulativa: volumen 3x su market cap, sin catalizador fundamental y con un protocolo que genera migajas en fees . Desde su ATH de $4.92 (Oct 2021), SYN ha caído ~97% . Esto parece un "low-float speculative squeeze" impulsado por momentum y rotación de altcoins .
¿Qué haría MELABOT? ❌ Lo descartaría. Sin fundamentos sólidos y con este nivel de especulación, el riesgo de drawdown es altísimo. Recordatorio: gestión de riesgo 1-5% por trade. ⚠️
Trading, Código y buena música. 🎵
#Melabot #SYN #Backtesting #BinancePickAndWin #HEI
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