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VSA
VisionSys AI Inc
stock NASDAQ ADR

At Close
Aug 7, 2026 3:59:50 PM EDT
3.79USD-100.000%(+3.79)3,127,882
3.24Bid   4.34Ask   1.10Spread
Pre-market
Aug 6, 2026 8:59:30 AM EDT
3.19USD0.000%(+3.19)0
After-hours
Aug 7, 2026 4:59:30 PM EDT
3.70USD-2.375%(-0.09)31,426
OverviewPrice & VolumeSplitsHistoricalExchange VolumeDark Pool LevelsDark Pool PrintsExchangesShort VolumeShort Interest - DailyShort InterestBorrow Fee (CTB)Failure to Deliver (FTD)ShortsTrends
VSA Reddit Mentions
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We have sentiment values and mention counts going back to 2017. The complete data set is available via the API.
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VSA Specific Mentions
As of Aug 7, 2026 11:48:25 PM EDT (1 min. ago)
Includes all comments and posts. Mentions per user per ticker capped at one per hour.
13 hr ago • u/Sea-Round-6095 • r/Daytrading • finding_the_edge • C
I'm glad you were able to figure out that the social media gurus are liars and scammers before spending money buying courses and mentorship. Good on you for playing it safe.
This question comes up daily so here is my answer with recommendations and a path to develop an edge. Good luck.
Before looking at a trading strategy, you need to understand the basic plumbing of the financial system. Start with the fundamentals. Learn what bonds are and why they drive the global flow of money. If you don't understand bonds, you don't understand money. Then move to stocks, ETFs, and indices, and understand how those vehicles actually function, why they are important, and why an investor might use them.
Next look into understanding market structure:
The Wyckoff Method: To understand the actual phases of accumulation, distribution, and market structure.
Auction Market Theory (AMT):To learn how the market moves between balance and imbalance while searching for value.
Volume Profile, Volume Spread Analysis (VSA), and Order Flow: To see where real institutional volume is actually participating, rather than guessing based on retail candlestick patterns.
For additional insight, try reading books by Tom Williams, Ruben Villahermosa, Anna Coulling, and David H Weiss.
Once you learn these, put them together and develop a strategy.

Once you have a strategy based on those concepts, you have to prove it mathematically. You need to manually backtest your exact rules over at least 100 trades spanning a minimum of a one-year timeframe. Don't just look at a simple win rate. You need to pull the data to calculate your CAGR, alpha, beta, sharpe ratio, profit factor, and max drawdown.
Take those numbers and compare them directly to a simple buy-and-hold strategy of the S&P 500 with dividends reinvested, as well as long-term bonds. In the vast majority of cases, you are statistically better off just buying and holding the S&P 500 than you are day trading. If your backtest can't beat that passive benchmark on a risk-adjusted basis over a year of data, you don't have an edge.
If your backtest actually proves you have an edge, you still aren't ready to go live. Your next step is forward testing in a paper account or a prop firm simulator. This phase is to train the psychological side of your execution and prove you can follow your rules in real-time when you don't know how the next candle will close.
Only when your forward-testing consistency matches your historical backtest results should you ever transition to a live account. Take it slow, focus entirely on the data, and let the math build your confidence.
I hope this helps.
sentiment 0.99
1 day ago • u/Sea-Round-6095 • r/Trading • how_to_start_orderflow_as_a_beginner_with_basic • C
You're going about this the wrong way and have already started taking "educational" courses from known scammers and grifters in the community. Before you continue, look into ICT, its creator, and TJR. There are in depth investigations into them as people and neither have a verified track record of success as traders. Also, there have been plenty of backtests done on TJR's strategy proving that it isnt profitable as advertised. Do your research and stay away from the trading gurus. They are almost all liars and grifters.
To answer your question, try the below:
Before looking at a trading strategy, you need to understand the basic plumbing of the financial system. Start with the fundamentals. Learn what bonds are and why they drive the global flow of money. If you don't understand bonds, you don't understand money. Then move to stocks, ETFs, and indices, and understand how those vehicles actually function, why they are important, and why an investor might use them.
Next look into understanding market structure:
The Wyckoff Method: To understand the actual phases of accumulation, distribution, and market structure.
Auction Market Theory (AMT):To learn how the market moves between balance and imbalance while searching for value.
Volume Profile, Volume Spread Analysis (VSA), and Order Flow: To see where real institutional volume is actually participating, rather than guessing based on retail candlestick patterns.
For additional insight, try reading books by Tom Williams, Ruben Villahermosa, Anna Coulling, and David H Weiss.
Once you learn these, put them together and develop a strategy.

Once you have a strategy based on those concepts, you have to prove it mathematically. You need to manually backtest your exact rules over at least 100 trades spanning a minimum of a one-year timeframe. Don't just look at a simple win rate. You need to pull the data to calculate your CAGR, alpha, beta, sharpe ratio, profit factor, and max drawdown.
Take those numbers and compare them directly to a simple buy-and-hold strategy of the S&P 500 with dividends reinvested, as well as long-term bonds. In the vast majority of cases, you are statistically better off just buying and holding the S&P 500 than you are day trading. If your backtest can't beat that passive benchmark on a risk-adjusted basis over a year of data, you don't have an edge.
If your backtest actually proves you have an edge, you still aren't ready to go live. Your next step is forward testing in a paper account or a prop firm simulator. This phase is to train the psychological side of your execution and prove you can follow your rules in real-time when you don't know how the next candle will close.
Only when your forward-testing consistency matches your historical backtest results should you ever transition to a live account. Take it slow, focus entirely on the data, and let the math build your confidence.
I hope this helps.
sentiment 0.95


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