Why Can a Trading Strategy with a Very High Win Rate Still Lose Money Over the Long Term?

Many traders like to pursue a high win rate.

A 70% win rate sounds pretty good.

An 80% win rate seems even better.

But one easily overlooked issue is that if the amount lost on each losing trade is far greater than the amount gained on each winning trade, you can still end up losing money even if you are often right.

The win rate determines how many times you win, but it cannot alone determine how much money you ultimately make.

I. First, a Simple Mathematical Example

Suppose two strategies each ma

Peace or a new round of confrontation? Both the US and Iran are calculating their moves—can Qatar break the deadlock this time?

The most interesting thing about US-Iran relations right now is that both sides are talking about peace, yet neither has given up its leverage.
Trump wants Iran to make substantial concessions on the nuclear issue while maintaining military deterrence. Iran, meanwhile, wants the US to first resolve the issues of sanctions, the blockade, and assets before discussing next steps.
Qatar has seized this opportunity to continue serving as a communication bridge between the

Can someone teach me how to apply for a physical card?

After waking up, ETH was around 2070. The weekly and monthly charts are generally under downward pressure, and large investors are fleeing. This confirms all the forecasts from the beginning of the month. The importance of placing trades with stop-losses is a required lesson for every trader. Always remember that your backtesting lifeline should be within 15%-30%; only then will you have a chance to withstand risk and make a comeback!$ETH ‌$NVDA ‌$AMD ‌$SPCX ‌

On September 24, I started viewing NBIS (Nebius) as showing “wealth growth”; it was then at 243. By today, October 9, “wealth growth” had reached a low of 113.3. It reached the target of 115.9. The “wealth growth” was 53%. Not bad. Will there be more “wealth growth”? I share my thoughts in image 2. [NBIS is an AI computing center; I haven’t been optimistic about it since September 24.] ​​​$NBIS ‌

Why Are Traders More Likely to Underestimate the Impact of Costs on Long-Term Returns as Trading Frequency Increases?

Many traders have an intuition:

The more trading opportunities there are, the more chances there are to make money.

But in the cryptocurrency market, frequent trading also means more fees, more slippage, and more opportunities for execution errors.

The real question is not how many trades you can make in a day, but:

Is the expected return from each additional trade enough to cover all the costs it incurs?

I. Why Can Small Per-Trade Costs Have Such a Large Long-Term Impact

I made over a thousand bucks on the $20 I put into $shib at launch and thought I was hot stuff. Now look at that—$20 can turn into $3,000.

Waiting for the right moment is the only thing I need to do right now!

How can you tell whether a trading strategy has a genuine statistical edge rather than making money through luck?

In trading markets, one of the easiest mistakes to make is treating profits as evidence that a strategy works.

A string of profitable trades could mean the strategy has an edge, or it could simply mean the market happened to be favorable to it.

So how can you tell the difference?

The key is not to look at how much a few trades made, but to determine whether the strategy has a repeatable positive expected return after costs under sufficiently reasonable testing conditions.

I. F

Almost there—draw the line precisely and see if it can make a run at 1890 on a rebound over the next 2 days, then just do it

Made a quick play on SK Hynix $SKHY

Rate Hike Bets Near 80%—Is This Getting Out of Hand?

CME data shows the probability of a rate hike in December has reached 80.5%. With the current rate at 3.75%-4.00%, market expectations have jumped straight to 4.00%-4.25%.

Rate-cut hopes are dashed, and liquidity is tightening.

But for crypto, the final stages of a rate-hiking cycle often mean: fiat gets more expensive → risk aversion rises → Bitcoin’s “inflation hedge narrative” gets a new lease on life.

The key isn’t the rate hike itself, but whether rates peak “after this one” and whether a global liquidity turning point is near.

Arm

#USCPIDataIncoming

US CPI DATA INCOMING: Inflation Report Could Set the Next Direction for Crypto Markets

The Countdown Begins

The next major U.S. inflation report is almost here, and financial markets are preparing for another important test. The October 2026 Consumer Price Index (CPI) report is scheduled for November 10 at 8:30 AM Eastern Time.

This release matters because inflation influences interest rate expectations, the strength of the U.S. dollar, bond yields, stock market sentiment, and the flow of money into riskier assets such as Bitcoin and other cryptocurrencies.

For crypto

Crypto Market Plunges Across the Board: BTC Breaks Below a Key Level—What Happened?
Today, the cryptocurrency market saw another notable decline, with Bitcoin, Ethereum, and many major altcoins all under pressure. This is not just an issue with any single coin; it reflects a shift in overall market risk appetite.
Three factors are worth watching behind this decline.
First, regulatory expectations have shifted. After the U.S. midterm elections, the market began to worry that cryptocurrency regulations could tighten in the future. Greater policy uncertainty can lead institutions and investors to

Why can a high backtest win rate still lead to ongoing losses in live trading?

Have you ever seen a trading strategy like this?

Its backtest win rate reaches 70%, and its equity curve climbs steadily. Its parameters have been optimized repeatedly, and its historical performance looks impressive.

But once it goes live, the account starts bleeding slowly.

Some people think market conditions have changed, others think the parameters still need work, and some start looking for new indicators.

But before changing the strategy, there is a more important question:

Does your backtest really simu

Why Can You Still Be Liquidated Even When Your Account Has Funds?

Many crypto futures traders have a question:

Why does an exchange still force-close a position when there are still funds available in the account?

The reason is that the liquidation mechanism for futures trading does not simply check how much money remains in the account. It assesses position risk, margin requirements, and platform rules.

Having funds in your account does not mean your current position is necessarily safe. Understanding maintenance margin is key to truly understanding liquidation risk.

I. What Is Maintenan

11.9 ZEC Public Strategy
[Long Strategy] $ZEC
　　Entry range: around 1200–1230
　　Stop-loss defense: 1180–1170 (a second test of the lows)
Take-profit tiers
　　First target: 1280
　　Second target: 1300
Third target: around 1330
Fourth target: above 1360

Trading factors: The 4H timeframe is in the middle-to-lower section of the Bollinger Bands. Overall, price action is moving within Achen’s preset range, as shown in Range 4: 1180–1360. The trapped volume from orders placed by both longs and shorts at the highs and lows is similar, and maintaining a range-bound pattern for