Why Can a Strategy Perform Well in a Trending Market but Suffer Consecutive Losses in a Range-Bound Market?

Have you noticed this phenomenon?

When the market rises steadily, a strategy may seem to generate accurate signals and consistent profits. But when prices start moving sideways and fluctuating up and down, the same strategy may hit stop-losses repeatedly.

Why can the results be completely different when the trading rules haven’t changed?

The answer may be that a strategy’s edge often depends on specific market conditions rather than working in every market.

I. What’s the Difference

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Baidu Founder Robin Li Predicts the Next Phase of AI: Intelligent Organizations

Baidu Founder Robin Li predicts that the next phase of AI is "intelligent organizations." The stock (BIDU) is essentially flat, up a marginal 0.07%.

Robin Li is one of China's most prominent tech visionaries, and his predictions often influence market narratives. His concept of "intelligent organizations" moves the AI conversation beyond simple chatbots or individual productivity tools. It implies a future where AI is deeply embedded into the corporate structure itself—handling complex workflows, making autonomou

Midnight, Charles Hoskinson's privacy chain, processed a record 96,851 transactions on November 10, more than 4x the 24,160 on Zcash, a $17B+ privacy coin.
In the past 30 days, Midnight handled 1,487,836 to Zcash's 308,050.
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Daytime volatility is still relatively slow; Bitcoin is taking a 600-point move first!

Why Can a Trade Look Profitable While the Final Account Returns Are Less Than Ideal?

In cryptocurrency trading, many people encounter this situation:

After buying, the price does rise, and the sale shows a profit, but when they check their account afterward, the actual returns are not as high as expected.

The problem may not be with getting the direction right. It may be that the profit you see is not necessarily the amount that ultimately remains in your account.

I. A Price Increase Does Not Mean All Costs Have Been Deducted

The actual outcome of a trade usually needs to account for:

*

The Wall Street Journal reports
Nvidia NVDA’s board is preparing to oust Jensen Huang
The board is meeting Wednesday night to discuss his future
The news sent shares down more than 8% after hours
The backstory: last weekend, he admitted to an affair and apologized in a letter to employees
This week, The New York Times revealed a second relationship, with a company executive who reported to him
The board said Sunday that it trusted him, then changed its tune in three days 😶
A few numbers
11 directors; a majority can remove him, and the bylaws say with or without cause
If the after-hours declin

Why Is It Easier to Underestimate the Impact of Costs on Long-Term Returns When You Trade More Frequently?

When reviewing their trades, many traders focus only on entry prices, exit prices, and profits or losses, while overlooking one factor that continuously affects account performance: trading costs.

The cost of a single trade may seem small, but as the number of trades increases, these costs can gradually erode an already limited profit margin.

I. A Small Cost Per Trade Does Not Mean a Small Long-Term Impact

Suppose a trader pays an average of 0.1% of the trade amount in fees and slippa

Why Can a Strategy Perform Well in Backtests Yet Keep Losing Money in Live Trading?

A trading strategy may have a high win rate in backtests, a steadily rising return curve, and a seemingly acceptable maximum drawdown.

But once deployed in the market, the results may be completely different: trading costs keep piling up, actual execution prices deviate from expectations, several trades in a row lose money, and the once-impressive return curve gradually loses credibility.

So where exactly does the problem lie?

Backtesting measures how a strategy performed on specific historical data and und

How to Set Reasonable Stop-Loss and Take-Profit Levels in BTC Trading?

In BTC futures trading, many people spend a lot of time looking for the best entry point but overlook two more important questions: If the market moves against your forecast, where should you exit? If it moves as expected, where should you lock in profits?

In fact, entry determines the start of a trade, while stop-loss and take-profit levels determine its ultimate outcome.

First, stop-loss levels should be based on sound reasoning. Don’t arbitrarily set a fixed loss amount; instead, determine your stop-loss based on key

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MSCI’s exclusion of MicroStrategy (MSTR) is now official, but the impact on capital flows has yet to materialize, and its underlying business model is facing a “Davis double whammy.”

Short term (before the end of November): There is clear, unavoidable selling pressure. About $2.8 billion in passive funds must be fully liquidated before the market closes on November 30—a “Sword of Damocles” hanging overhead.

Medium term (over the next few months): The financing flywheel is facing obstacles. Pressure on the share price will dramatically increase the cost of issuing new shares to buy Bitcoin. M

Token Unlocks Don't Mean a Crash, but These Signals Are Worth Watching

In the crypto market, many investors keep an eye on token unlock calendars.

The reason is simple: when previously restricted tokens become available for circulation, the market's supply structure may change. But does that mean prices will definitely fall? The answer is no.

What really needs to be analyzed is not just the number of tokens being unlocked, but how the new supply may affect the market.

I. What Are Token Unlocks?

Some projects impose lockup periods on tokens held by the team, early investors, ecosystem fund

BITCOIN HOLDS NEAR $73,754 AS THE MARKET TAKES A BREATHER

Bitcoin is trading around $73,754, down 0.05% over the past 24 hours. BTC has moved between $73,390 and $74,811, showing relatively contained price action as buyers and sellers continue to battle for control.

Despite the slight decline, Bitcoin is holding close to the $73,750 area. Buyers will need to push the price above $74,811 to signal stronger upward momentum.

On the downside, $73,390 is the immediate level to watch. A break below it could invite additional selling pressure.

For now, Bitcoin remains relatively stable, but the m

11.12 Thursday Midday Market Analysis
The downtrend has yet to reverse. ETH's most obvious issue is not whether it can stage a short-term rebound, but that rebounds have consistently failed to change the broader weak structure.
On the 4-hour chart, after peaking near 2449 and pulling back, ETH has continued to form lower highs and lower lows, with a low near 2003. Although the price has climbed back to 2055, it remains in a downtrend overall.
After previously rebounding to 2103.6, ETH faced selling pressure again on the 4-hour chart, indicating clear supply pressure around 2100. The rebound fa

ETHEREUM SLIPS TO $2,053 AS SELLING PRESSURE OUTPACES BITCOIN

Ethereum is trading near $2,053, down 0.49% over the last 24 hours, making it the weakest performer among BTC, ETH and SOL in this market update.

ETH has traded between $2,035 and $2,103, reflecting continued uncertainty around its short term direction.

The $2,035 area is an important level for buyers to defend. A recovery above $2,103 could help restore bullish confidence, while a decisive move below support may bring additional selling pressure.

Ethereum needs stronger buying activity to turn the current weakness around. For n

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In BTC trading, which suits you better: trend-following or countertrend trading?

There are two very common trading strategies in BTC trading: trend-following and countertrend trading. Some people like to follow market trends, looking for opportunities to go long when prices rise and to go short when they fall; others prefer to look for market reversals after a sharp price rise or drop. So, what exactly is the difference between these two approaches?

First, trend-following: follow the market’s main direction. The core of trend-following is identifying the current trend and seeking entry oppor