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@sarok7774: #saroknechirvanbarzani #shexrawanbarzani👑🦅💛

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Saturday 31 October 2026 20:16:50 GMT
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mzirimziri083
🦅بيشمه ركى ئه فيندار🦅 :
2026-11-03 19:24:27
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tarmayshaw830
🦅 :
2026-10-31 20:29:54
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faxre_mzeri
mzeri. :
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2026-11-01 15:37:17
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marwan22861
marwan228 :
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2026-11-01 10:35:00
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muhammad_haji_8
Mohammed Haji.🖤 :
♥️♥️♥️
2026-10-31 23:01:34
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user24390013
عبدالكريم وايرمن :
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2026-10-31 20:31:21
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user4749210996656
ابو رحماء :
[وردة][وردة]
2026-11-03 21:16:59
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DRVE hadir menemani perjalanan skincare kamu 🌸🥰 #DRVESkincare #SkincareDRVE #Skincare #SkincareRoutine #SkincareIndonesia #SkincareViral #ViralTikTok #TikTokShop #11.11 #RacunTikTok #MasukFYP #5in1
DRVE hadir menemani perjalanan skincare kamu 🌸🥰 #DRVESkincare #SkincareDRVE #Skincare #SkincareRoutine #SkincareIndonesia #SkincareViral #ViralTikTok #TikTokShop #11.11 #RacunTikTok #MasukFYP #5in1
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SOLUSI RAMBUT MENIPIS, HAIR FALL CONTROL SHAMPOO & 2IN1 HAIR TONIC 💥🫵🏻 PROMO ROAD TO 11.11 DISKON UP TO 40% 👀😭📢 CUMA 100 RIBUAN AJA HARGA LIVE JOIN SEKARANGG 😱🗣️


Recently, I implemented Justin Werlein’s Forever Model programmatically. I was surprised by its performance — the strategy produced a +41.88% return across 1,028 trades over a ~2.5-year backtest, with a max drawdown of just 13.28%. While it failed to outperform the buy-and-hold benchmark (which returned +86.43% in the same period), it maintained relatively consistent equity growth and avoided major volatility events. The win rate was 52.43%, with an average P&L of $40.74 per trade and a profit factor of 1.216 — meaning total gains were only slightly higher than total losses. Risk-adjusted metrics like the Sharpe ratio (0.37) and Sortino ratio (0.745) indicate that the strategy’s returns are modest when accounting for volatility and downside risk. The average winning trade was $438.01 vs. an average loss of $398.79, suggesting only a slight edge per trade. What stood out to me was how stable the model was — no margin calls, controlled drawdowns, and reasonably balanced long/short performance. That said, the edge is thin. This strategy would need optimization and possibly trade filtering to be viable in a live environment with slippage and fees. On my YouTube, I broke down the basic steps of converting a trade idea into a programmatic strategy, and I’ll continue to do so in more depth in coming videos — showing both successes and failures honestly. Comment which traders or strategies you want to see tested next.
Recently, I implemented Justin Werlein’s Forever Model programmatically. I was surprised by its performance — the strategy produced a +41.88% return across 1,028 trades over a ~2.5-year backtest, with a max drawdown of just 13.28%. While it failed to outperform the buy-and-hold benchmark (which returned +86.43% in the same period), it maintained relatively consistent equity growth and avoided major volatility events. The win rate was 52.43%, with an average P&L of $40.74 per trade and a profit factor of 1.216 — meaning total gains were only slightly higher than total losses. Risk-adjusted metrics like the Sharpe ratio (0.37) and Sortino ratio (0.745) indicate that the strategy’s returns are modest when accounting for volatility and downside risk. The average winning trade was $438.01 vs. an average loss of $398.79, suggesting only a slight edge per trade. What stood out to me was how stable the model was — no margin calls, controlled drawdowns, and reasonably balanced long/short performance. That said, the edge is thin. This strategy would need optimization and possibly trade filtering to be viable in a live environment with slippage and fees. On my YouTube, I broke down the basic steps of converting a trade idea into a programmatic strategy, and I’ll continue to do so in more depth in coming videos — showing both successes and failures honestly. Comment which traders or strategies you want to see tested next.
ijin nya bapak na budak🤪🤪🤪
ijin nya bapak na budak🤪🤪🤪
Membalas @metanurkomalasari3 ih kasian ya kena senggol bokong semok semok semok bokong semok, ih niken kali ah #request #drawing #emoji
Membalas @metanurkomalasari3 ih kasian ya kena senggol bokong semok semok semok bokong semok, ih niken kali ah #request #drawing #emoji

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