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What Is a Transaction Cost Model? How Can Backtest Results Better Reflect Real Trading?

In cryptocurrency trading, some strategies deliver high returns in historical backtests but perform poorly once real capital is deployed. The problem may not lie in the strategy signals themselves, but in the backtest’s failure to fully account for real trading costs. A transaction cost model incorporates these real-world factors into calculations to evaluate a strategy’s actual performance after costs.

First, what is a transaction cost model?

It estimates the various costs incurred when executing a stra

What Is the Risk-Reward Ratio? How High Does a Trade’s Win Rate Need to Be to Break Even?

In crypto trading, many people set stop-loss and take-profit levels by focusing only on the distance from the price, without carefully calculating the relationship between potential profit and potential loss. The Risk-Reward Ratio helps traders assess how much risk a trade is worth taking on, but it must be considered alongside the win rate to better evaluate a strategy.

First, what is the Risk-Reward Ratio?

The Risk-Reward Ratio typically compares a trade’s potential profit with its potential loss. Fo

$XRP Currently trading at 1.0833, down 1.61% over 24H. Price remains under pressure below the EMA20 (1H 1.097/4H 1.129), and both the 1H and 4H structures look weak. RSI is 39.96 and 26.63, respectively, and the short-term rebound still looks weak. If price can later break above and hold the 1.1168 resistance on increased volume, watch for signs of recovery. If it breaks below the 1.0764 support and fails to reclaim it for some time, weakness may continue. In the next review, focus on whether price can hold above 1.1168. Current volume is only 0.14x the average of the last 20 bars, so a single

How Do Fees Change the Break-Even Win Rate? Why Can Frequent Trading Erode Profits?

In cryptocurrency trading, some strategies perform well in backtests, but traders may find that their profits shrink significantly in live trading. The reason may not be poor market analysis, but trading costs such as fees, bid-ask spreads, and slippage. The more trades you make, the more important these costs become to your overall returns.

First, how do fees affect profits?

Suppose the profit target for each trade is 100 USDT, and the planned loss is 100 USDT. If the total cost of a round-trip trade is 10

#CPI数据前瞻 #WCTCS9 CPI Preview: How One Inflation Report Simultaneously Prices the Fed's Path and the WCTC S9 Leaderboard Race

This week's upcoming US CPI release is the highest-weight economic indicator on the current macro calendar. The reason is straightforward: with AI capex pushing up memory and compute costs while consumer electronics margins come under pressure, the composition of inflation is shifting — and the Fed's tolerance for "last-mile" inflation will directly determine the slope of the rate path. For traders participating in this data isn't just a macro event; it's a volatility

gm frens
who’s already into web4?

Everyone, take note of tonight’s 9:30 CPI. Although this CPI doesn’t have a year-over-year figure, making it less important, the month-over-month figure is still there, so we should still pay attention. Although oil was below 100 in September, it broke 100 in October. Under these circumstances, the CPI won’t look too good. But from what I can see, the CPI isn’t the main driver; it’s more about relations between the U.S. and Iran. Just like yesterday, Trump said talks had gone well, and the market rallied a bit, then Iran said Trump was spreading rumors, and it quickly came back down. So far, t

How much does she fucking hate men?
Who hurt her this badly?

$INIT
UPDATE
#INIT is getting a good volume here. We can see 60%+ gain here ✍🏻
#INITUSDT #INITBTC

$GT ‌Looking at the broader structure, the market experienced a sharp initial drop from the 9.87 level down to a local bottom around 9.52, followed by a prolonged consolidation phase. Currently, the market structure is showing signs of a shift from a bearish slide to a range-bound accumulation, as price action is attempting to establish a higher low structure near the 9.74 support zone while compressing within the Bollinger Bands.

K Line Analysis: The price is currently trading at 9.79, hovering just above the middle Bollinger Band (MB: 9.72) and the short-term moving average (MA5: 44.20K),

I was a little warrior as a kid, and a veteran when I grew up.

$PI I left ages ago; keep the music playing and keep dancing

Strong narrative.
CA: qjhWVdryERmzBUcPgiFqb6icRndTRkP2PzYUEMmpump

What the hell? I held a short all afternoon, and right after I closed it and walked away, you drop the news and send it plunging with a wick. Are you messing with me, bro?

$HYPE Today, just one anomaly: price at 74.58, down 11.7% over 7 days, stuck at the bottom—yet volume has been about twice the usual level all along. I hadn’t checked the past couple of days; took a quick look today…and wait, it’s the one making waves elsewhere, and it’s also behind a new on-chain development: an L2 built specifically for arb settlement has moved to HyperEVM, all of uni’s V2, V3, and V4 are live, and gas is settled in HYPE.

Here’s the question: a pile of new things are pouring onto the chain, but the price keeps sliding toward its 7-day low, while volume stays about the same.