Before the exam, the teacher himself said you'd land somewhere near this score. Everyone took that as given. The papers came back with much higher marks.
$ANET ‌'s Q3 looks a lot like that. The company itself had said revenue would be about $3.3 billion. Analysts' estimates were $3.33 billion. The result was $3.66 billion, about 11% above its own forecast and 58.5% higher than a year ago, the biggest year-over-year growth since its IPO. The forecast for next quarter is $3.9 to $4 billion, while analysts had expected $3.6 billion.

My read is that the market was treating the company's own fore

How can out-of-sample testing help prevent mistaking chance patterns in historical market data for a lasting edge?
A trading strategy performing well in historical backtests does not mean it can adapt to future markets. To reduce the risk of overfitting, out-of-sample testing is a crucial step in validating a strategy.
First, what is out-of-sample testing?
Simply put, it means dividing historical data into different periods: one portion is used to develop the strategy and adjust its parameters, while another is excluded from optimization and used specifically to assess how the strategy perform

After shaking out the market all night, a clear direction has emerged. We’re headed to 2166 today. If the whales really wanted to go long, they could easily use big money to trigger a short squeeze. But they haven’t; they’ve chosen to keep the price fluctuating slightly with small orders within this range. Don’t let them fool you. I think I’ll still go live in the evening next time, since sometimes it takes too long to post an article. The market is currently bearish. If you haven’t entered yet, lower your leverage to 40x and use a 5% position. Short from 2265 to 2285 (2285 is recommended; the

The Yangwang U9 Xtreme topped the global automotive speed charts last year after hitting 496.22 km/h in Germany. This time, it’s set to challenge an even higher speed on an open road in Abu Dhabi, while the Dingyao makes its debut with coach doors and a jewel grille.
Having already claimed the global speed record, it’s still pushing for an even higher top speed—the race for speed has no finish line. Meanwhile, an executive sedan opens its doors nearly 90 degrees and sports a jewel grille, with luxury and speed each getting a boost under the same brand.
$BTC

When Market Conditions Change, Should You Adjust Your Trading Strategy’s Parameters or Stop Using It?
A trading strategy’s strong past performance does not mean it will always be suitable. When the market shifts from trending to range-bound, or liquidity and volatility change significantly, the strategy’s performance may decline. The key is not to rush into changing the parameters, but to first identify the root cause.
First, determine whether the market has truly changed. Observe indicators such as volatility, trading volume, trend strength, and liquidity to confirm whether current conditions

$NEAR Currently at 3.869, 24H +0.23% (3.743–3.94). The 1H trend is strong, with RSI at 54.26 and EMA20 at 3.8630; the 4H trend is weak, with RSI at 22.58 and EMA20 at 4.0457. Volume is 0.19x. If it holds above the 3.94 resistance, watch for continuation; if it breaks below the 3.743 support, it may weaken in the short term. Follow up to check whether it can hold above 3.94 and whether it can reclaim 3.743 after a breakdown. The setup is invalidated if volume remains low or price fails to reclaim the level after breaking below it. Markets are volatile; for observation only.

Everyone just needs to ask themselves one simple question:
If a company really were that good and about to skyrocket,
these people wouldn’t even have time to secretly buy it themselves, so why share so-called “inside information” on Twitter?
That goes for WOLF and AEHR.
Think about it.
When earnings send the stock up, they say their information was spot-on; when earnings send it down, they say they sold out, right?
I’m not like certain people who call themselves high school boys but secretly think like little girls and engage in cliquish behavior.
I have no personal grudge against them, but I

$IOTX ‌$HYPE ‌Key Structural Similarities:
Rounding Bottom to Accumulation/Pump:
Figure 1 (IoTeX 1M): Forms a rounding bottom around 2020, followed by an expansion/impulsive move upward.
Figure 2 (Hyperliquid 1D): Forms a rounding bottom around August, followed by an explosive upward move (expansion).
Rounding Top & Quasimodo Level (QML) Breakout:
Both charts feature a price peak with a rounded top (rounding top) and a horizontal line marking the Quasimodo Level (QML) at the previous left shoulder/swing high.
Supply Zone & Descending Channel/Wedge:
Following the peak, both charts enter

Live trading fully public throughout, starting at 2792
Broke through 4000 last night#实盘

Saw a guy post this, hahaha, so I’ll post one too.
Thanks, Grok, for saving me 10 years of trial and error...
Don’t roast me—focus on the main point. Thanks, Grok...

‍#每周来晒 #苹果Q3财报聚焦 #美股财报季
Apple delivers its report: Results beat expectations, yet the stock falls. What went wrong?
Little财神’s conclusion first: Apple’s real challenge isn’t margins or excessive AI spending, but slowing growth—and the reason for that slowdown is precisely too little investment in AI. That may sound contradictory, but this earnings report will make it clear.
I. First, the results: an earnings report that beat expectations across the board
For the fiscal fourth quarter ended September 26:
Revenue was $114.477 billion, up 11.7% year over year, above the market’s estimate of $113

#PalantirRevenueJumps96%ButStockFalls #ShareWeekly Palantir Revenue Jumps 96% But Stock Falls: When Great Numbers Aren't Enough
Palantir just delivered one of the most explosive quarters in its history—revenue up 96% year-over-year—and the stock fell anyway. That disconnect is the real story, and it says far more about how this market is pricing AI hype than about Palantir's actual business.
The Numbers Were Genuinely Stunning
Let's be clear about what Palantir reported. Revenue nearly doubled year-over-year, a growth rate that would be remarkable for any company at scale, let alone one that w

$HUMA I’ve already booked profits on this trade and am stepping aside for now. Hope those who followed the move didn’t miss out.
Next, I’m keeping an eye on $ETH and HOT; both are worth watching closely in the near term.
$HUMA is currently trending bearish, and I’m considering looking for an opportunity to short. Reference plan: entry range 0.021565–0.021680, targets at 0.02020–0.0191, and stop-loss at 0.02235. The broader macro trend is moving down, and HUMA is also under pressure, so it’s time to have a parachute ready.
Keep in mind that sideways movement on low volume can be broken at an

I can’t keep staying up like this. My whole sleep schedule is completely flipped—I go to bed at 2–3 p.m. every day and get up at 9–10. This is no way to live... I’d better start going to bed early. If I can’t fall asleep, I’ll just force myself to sleep...
There probably won’t be much technical analysis over the next couple of days. The charts are covered in wicks, and everyone’s waiting to see how both sides vote...
We’re still a long way from a reversal. It’ll take a 4-hour close above 78648 to stop the decline and look for a new bounce. Below 77510, the bias is bearish. Unless you’re day tr

After several days of the broader market grinding lower, my account keeps shrinking day by day, and I’m really close to losing it. 😮‍💨Tossing and turning at night, not even daring to open the charts during the day—that feeling of helplessness is familiar to anyone who’s been through it. 🤷
This week’s main event is undoubtedly the nonfarm payrolls report. September saw just 29,000 jobs added, far below expectations, making the signs of a slowdown in employment quite clear. The market’s general expectation for October is currently around 60,000 to 80,000. If the data remains weak, pressure on

#SECClarifiesCryptoTokenClassification #ShareWeekly
SEC’s New Crypto Classification Framework: A Turning Point for Digital Assets and the Future of Regulation
The cryptocurrency industry has spent years operating between innovation and regulatory uncertainty. Projects, exchanges, developers, and investors have often struggled to understand when a digital asset falls under securities regulations and when it should be treated as a commodity or another type of digital asset. The SEC’s March 17, 2026, interpretive release represents an important attempt to bring greater clarity to this situation.

Everyone is equal before Myanmar A 🤭

Come to #Gate to discover more event market opportunities https://gate.onelink.me/Hls0/prediction?page=detail&event_ticker=1038648&source=cex