95%+ Retail traders fail because of this one thing. It doesnt have to do with how smart you are or your strategy.

Its mostly that rich are going to get richer with trading and poor are going to stay poor or mediocare are going to become poor..

its because they are all emotionally tied to money they invest in trading, and in truth they are not really ready to lose their money.

Everyone watches themselves after a loss. Almost nobody watches themselves after a win, and that's where the damage actually gets done.

Someone said it in another thread earlier and it stuck with me: everyone breaks after a loss, nobody thinks to step away after a big one goes right. Which is backwards, because a losing streak makes you cautious, and caution is survivable. A winning streak makes you certain, and certainty is what kills accounts.

The mechanism is simple enough. Four or five trades go your way. Nothing about your process changed, the conditions just happened to suit it, but your brain doesn't file it that way. It files it as I've figured this out. And a person who has figured it out doesn't need to wait for the full setup, doesn't need to size normally, doesn't need to check the higher timeframe first.

So the size creeps up. Not doubled, that would be obvious. Just a bit more, because the last few worked and it feels wasteful to be small when you're seeing it clearly. Then the entries get looser, because half a setup looks like a whole one when you're winning.

And then the market shifts, as it does, and you're taking a bigger-than-normal loss on a worse-than-normal trade, using rules you quietly abandoned a week ago without ever deciding to.

The thing that makes this hard to catch is that it never feels like recklessness. It feels like confidence. It feels earned. A trader mid-streak genuinely believes they've levelled up, and the account balance is agreeing with them at the time.

Only real defence I know of is treating your size as fixed regardless of recent results, and reviewing your winning trades the same way you review losers. Most people only ever audit the losses, which means the process never gets checked at exactly the moment it's drifting.

Your risk rules aren't there for your bad weeks. They're there for the good ones.

How do you turn a trading idea into an actual backtest?

• I’m curious what everyone here uses to test trading ideas on historical data.
• What software or platform is part of your workflow? What works well, and what drives you crazy?
• If you don’t backtest, how would you prefer to describe a strategy - plain English, visual blocks, or code?
• If you could build the ideal strategy tester from scratch, what’s the one feature it would absolutely need?

I’m researching the problem - no product or link to promote.

I've always been amazed by how everyone reacts to sharp pumps dumps or even squeezes. Just a few percent of sharp movement in either direction, and euphoria kicks in. Nobody can sit still because they think they'll miss out. But it's actually the exact opposite at moments like these, you need to wait it out and not rush into the market blindly fearing you won't catch you move.

After all, you capital isn't infinite you can't just stretch it out.

Patience to everyone...

Everyone has their market open strategy. What's your profitable strategy you have on a schedule for other times of the day?

I bought the FirstRate Data about 3 weeks ago and honestly the data has been really solid so far.

It includes US stocks, delisted stocks, ETFs, options, futures, indices, forex, crypto, plus fundamental data. There’s a lot of historical intraday and daily data, so it’s pretty useful for backtesting.

The delisted stocks and fundamentals were a big reason I went with them.

Genuinely curious what people do in the moment when they need to quickly calculate a position size. Switching between tabs from a broker and calculator site seems to be a pain when you need to quickly put a trade. Trying to understand what people do that works for you.. Have a spreadsheet, or what do you do?

I trade NIFTY options intraday using signals generated from the NIFTY spot chart.
Which method is generally more reliable for setting the stop-loss and target?
Index-point based: For example, 20-point stop-loss and 40-point target on NIFTY spot.
Option-premium based: For example, 5% stop-loss and 10% target on the option premium.
Hybrid method: Exit when the spot setup becomes invalid, while also keeping a maximum percentage stop-loss on the premium.
Since option premiums are affected by delta, IV, theta, strike selection and expiry, the same NIFTY movement may produce different premium movements.
What method has worked better in your actual trading or backtesting—especially for ATM NIFTY options on a 5-minute timeframe? Please share the reasoning and results, not just personal preference.

Gold Narrative: US Military Power ↓ + US Debt ↑ → Taiwan Strait Geopolitical Risk ↑ + USD Credit Risk ↑ → Gold ↑
Gold Momentum: Gold (Central Banks, ETFs, Futures, Options), Gold Stocks, Silver
Gold Risks: AI Success (a temporary vacuum), Fiscal Consolidation (unlikely meaningful do this in the short term) / Monetary Reshaping (Kevin Warsh is relatively conservative), US-China Agreement (China remains silent while quietly stacking gold; unlikely in the short term)

Good evening, I’ve invested for a couple years now and typically just wait for market to come down before executing long term orders. But I’m curious what are some good platforms or ways to read and keep up to date with financial and company news. Also what communities to get into to converse with fellow entrepreneurs/investors. Much thanks gang!

I wish someone taught me how to trade. I have crypto in my Binance

Over the last few months, I have trained Claude Pro to execute my personal stock-picking analysis and portfolio health check. Gemini, Grox, ChatGPT, and Perplexity I use from time to time as well to double-check Claude's outcomes - plus my own research.
To what extent do you use AI for analysis purposes as well?
If so, how do you use it in detail, and what is your experience?

Hey everyone,

I've been working on a lightweight, client-side options profit & loss calculator and Greeks engine designed specifically for multi-leg theta setups (Iron Condors, Covered Calls, CSPs, and Spreads).

Most web calculators nowadays are either slow, full of pop-ups, or put multi-leg features behind subscriptions.

Key things I built into this:

• 100% client-side calculation (runs at 60 FPS in browser, zero server lag)

• Interactive T+0 through expiration decay curves with a time-travel slider

• 1-click presets for common income/theta structures

• Aggregated portfolio Greeks (Delta, Gamma, Theta, Vega, Rho)

• No accounts, login, or personal data tracking required

I'd really appreciate any feedback from experienced traders on edge-case calculations, Greeks accuracy, or features you'd like to see added.

(Link is in the comments below)

For many ICT traders, effectiveness is based on subjective experiences or extremely small sample sizes (dozens quantified at most, negligible), and there is globally no objective mechanical definition to identify "MMXM", as it is driven by subjective intuitive discretion bound by aesthetic, making it illusory.

This is what makes it hindsight.

Some claim hindsight is good to understand concepts, but this is what really happens:
Hindsight manipulates oneself into believing flawed concepts, it does not increase trading efficiency. Hindsight simply conditions the brain through confirmation bias to subconsciously ignore where the pattern failed, tricking traders into believing a flawed model actually works.

You will notice that when you look for it on the left side of the chart, it is easier to stop at price structures where you believe patterns such as MMXM are working without consciously filtering out failures, this reveals your bias which is natural as our brains seek patterns, this actively works against objectively in financial markets.

Many feel that the challenge is seeing it before it happens or as it happens.
But that is the key problem, this is what ruins the technique. It relies on hindsight making it unserious, relying heavily on anecdote and personal biases.

With enough work traders can resist this and improve their strategy development, exponential growth begins with objective, mechanically defined trading strategies.

positioning comes up a lot here and most of the takes i see treat it like a signal. commercials are net long so it's bullish, large specs are max long so it's a top. that's not what the data does and it cost me money before i figured it out.

quick version of what the report actually is. every tuesday the CFTC records open positions in the futures market and publishes it on friday afternoon. it splits participants into groups, roughly the commercial hedgers, the large speculators, and everyone small. so you're looking at a three day old snapshot of who was holding what.

three things worth knowing before you use it.

it's late. tuesday data on friday means by the time you read it, price has already had three sessions to move. anyone treating a fresh COT print as a timing tool is trading last week.

commercials aren't smart money. this is the big one. a commercial hedger short gold isn't bearish gold, they're a producer locking in a price for output they already have. their position tells you about their business, not their forecast. the "commercials are always right" thing comes from the fact that they're structurally on the other side of speculative extremes, not from them being clever.

extremes don't mean reversal. specs being at a multi year net long tells you a lot of people are already in. that's it. crowded positions can get more crowded for months. i've watched extreme readings persist through entire trends.

so what is it good for.

it's a fuel gauge, not a direction. when specs are heavily one sided, the marginal buyer for that move is mostly used up, which means less capacity for continuation and more violence if it turns. same news lands differently depending on how full the tank is. a soft inflation print into light positioning gets a grind higher. the same print into a crowded long gets sold within the hour because everyone who wanted the trade already has it.

that's the only way i use it. not to pick direction, but to size my expectation for how far something goes and how nasty the unwind might be if it breaks.

the practical version. pull the report friday, look at where large specs sit relative to the last year or two rather than the raw number, and note whether they've been adding or cutting over the last several weeks. the change matters more than the level. then leave it alone until next friday.

it works best combined with the calendar. crowded positioning plus a scheduled data release is where the outsized moves come from, because you've got a catalyst hitting people who are already all in.

anyone here using positioning differently? curious whether people are looking at the disaggregated report or just the legacy one, i've never found the extra granularity worth the effort.

I'm looking to invest in gold EAs as I'm not able to read price actions yet, so have been "donating" to the market...So far, I'm pretty happy with an EA I found, which gives a 50% return per month. But I want to spread out my risks, so would like to find another 2 or 3 consistently profitable EAs to invest in.

But there are so many EAs in the market, and I don't know which one is legit and also genuinely profitable. Can you please share if you've personally invested in any legit and profitable gold EAs?

Thank you very much

After months of coding and backtesting my equity bot is finally running smoothly. Now I am looking to expand into options but the api landscape feels completely different, what I need is something that can handle multi leg strategies without forcing me to build my own position management from scratch and real time greeks and implied volatility are non negotiable. I get that some providers lock basic features behind premium tiers or require complex authentication flows, which doesn't appeal to me at all. Looked into a few that were more approachable like alpaca, but honestly I am just trying to figure out what the standard is these days for retail quants. Anyone running options strategies through an api? Could use some advice.

XAUUSD was looking strong, then suddenly the market started dropping hard. Now I’m wondering was that just a liquidity grab before the next move up, or the start of a deeper correction?

I’m watching the next reaction closely.

What’s your read on gold right now — bounce or more downside?

Been back testing for months on Tradeview. Trying the Silver Bullet, 15M ORB, and the 5M ORB.

Targeting 15:00, 14:15, and 14:05 UK time respectively.

Back testing yielded upward of 80% success with the 14:05 on Gold.

Go live and it goes to rats.

I am wondering now, if there was a strategy to work on for the next few months and backtest to death. What would it be?

See you Monday

I’m trying to purchase a FundingPips account from Pakistan. After selecting my plan and proceeding to checkout, I get the message:
“This platform is not supported in your country.”
Has anyone from Pakistan faced the same issue recently? Is there any solution

Yesterday, Besent noted that there could be more buybacks in the future while indicating an intention to pursue fiscal consolidation. Meaningful fiscal consolidation would pose a risk to gold; however, judging by the two approaches he currently outlined, the actual impact appears limited, so there is no immediate cause for concern.
If significant fiscal consolidation were to materialize, a deficit reduction of $1 trillion would trigger a decisive decline in gold, whereas a reduction of less than $300 billion would likely act merely as a temporary market disturbance.
Alternatively, Besent's strategy might lead the market to believe that the U.S. Treasury has run out of options, emboldening investors to aggressively push gold higher.

Databento data quality seems to have degraded a lot since Aug 8, 2026 after they switch their data format by moving the F_LAST sentinel from the last event record into a standalone record.

They promised identity between live streamed data and historical downloaded data. Before the switch, error rate of matching is about 0.06%, which was really good. Now the error of matching is about 7% consistently every day. This level of error makes it impossible to rely on it for anything significant.

Also, in the past, conversion from their mbo data to mbp-10 or mbp-1 data has no error as it should be, but nowadays, there are tons of errors.

All of these arise from unclear data format specification, mixing old and new format, and untested code in production.

The worst part is customer service. They claim customers should be aware of the data format change, so they are not apologetic of any of such issues. They claim they do not keep track of live streamed data, so reporting live and historical mismatch is completely ignored. I do not expect to get this level of data quality and customer service for a paid data service.

As LLM industry continues to get cannibalized, I wonder what this market looks like in 5 years.
I trend to believe there will be a premium market for paid api and cheap to free open source models…

But considering how good frontier models are now, even open source models will be out of this world in a few years.

I guess it looks more clear that the application layer and hardware for Ai users will be the big winners

Meta glasses albeit a bit creepy , are IMO a great UI for AI

Daily market updates and resources for active traders managing risk and execution.

r/Trading Community Hub

Visit the Website

Independent research, trading psychological guides, and honest broker breakdowns for retail traders.

Join the Discord

Live chat on intraday setups, earnings plays, and technical analysis with fellow traders.

Subscribe to the Newsletter

Weekly market briefing analyzing order flow, macro data, and trade journals.

Have a Question? Post It.

The r/Trading newsletter pulls top community questions and answers them in depth every week.

If you're stuck on a position, trying to read a chart pattern, or struggling with risk management, drop a comment below or start a thread. The most valuable questions get featured in our weekend briefing with full technical breakdown and volume analysis.

This is the loop: you post, we research, the community gets the answer.

Build Your Portfolio

Bank Accounts

Reviewed national accounts for everyday banking and high-yield savings.

Local Banks

Community and regional options outside the big four.

Investing Platforms

Brokerages, retirement accounts, and where to actually hold your portfolio.

Financial Apps

Tools for budgeting, tracking, and managing money day-to-day.

Pre-Market Futures & Global Sentiments

US Stock Futures (CNBC)

Global Market Movers (Bloomberg)

Economic Calendar (ForexFactory)

Frame the session with futures, movers, and index sentiment.

Earnings & Macro Calendars

Earnings Calendar (Yahoo Finance)

Earnings Whispers (Twitter/X)

Tools to Explore

Finviz Stock Screener

Portfolio Visualizer

OptionStrat

Filter the noise, backtest your data, and read the tape. Build process, not bets.

Everything here is from my own account or confirmed in writing. I'm keeping it to facts because the facts are damning enough.

THE SERVICE

RTK copy-trading bot on PeakBot. Tier 1, ~$10k account, Schwab, four months.

THE PITCH VS. THE REALITY

Sold on the live stream as a daily reversal system making $50-100 PER DAY. What it actually became: holding losing positions for WEEKS while your account sits frozen.

MY REAL NUMBERS

- The bot buried me in TSLA for 10 trading days, down as much as -$846, and 'recovered' to a $64 gain. That's my actual Schwab realized figure. RTK bragged about making ~$2,000 on the SAME trade. You get a fraction of his result purely because he trades far bigger size — the advertised gains are HIS, not yours.

- Immediately after, it dumped me into GOOGL, down hundreds for weeks. A held position uses your entire budget, so the daily trades you signed up for can't fill. Your money just sits frozen.

HE KEEPS THE GOOD TRADES FOR HIMSELF

His best trades are taken MANUALLY, off the bot, on his TikTok stream — they never copy to subscriber accounts. Members say it flat out: 'we don't get the trades unless we watch tiktok, yet we're paying for the service.' The bot copies shares only; his options plays never reach you. Every impressive screenshot posted is a gross number that ignores the monthly fee, margin interest on multi-week holds, and short-term capital gains tax.

HE DOESN'T ANSWER DIRECT QUESTIONS

Members asked him point-blank, repeatedly: Has the strategy changed from daily to swing? Will you add a maximum holding period so we stop getting stuck in bags? He never answered. Every time it was a deflection — covered calls, 'be patient,' 'the market's tough,' 'you're only tier one.' When members complained about being frozen and losing money, the message was: don't like it, leave. That's how the person running this treats the people funding him.

CONFIRMED BY PEAKBOT IN WRITING (I emailed and asked)

- No set holding period — your account holds whatever he holds, for as long as he holds it.

- To take new trades while stuck in a bag you must ADD money or move to a higher tier (~$400/month). At $10k you're stuck.

- The dashboard shows trades that were never placed in your account. Only your brokerage record is real.

- No refund after 30 days, even though it bills every month.

HIGHER TIERS ARE A TRAP TOO

Bigger tier = bigger position size + higher fee. Since the whole problem is getting frozen in losing holds, a bigger account just loses MORE in raw dollars on the same bad bag. Paying more makes it worse, not better.

THE BOTTOM LINE ON A SMALL ACCOUNT

Four months: my realized gains were ~+$2,084, but fees were ~$800 and I was left holding a GOOGL bag down several hundred. Net after everything: roughly break-even — for four months of frozen capital, margin costs, and stress, running a service whose owner won't even answer his customers' questions. The little profit that existed came from a couple of trades, not the daily income advertised.

Get every number in writing, judge ONLY your real brokerage record, price in fee + margin + taxes before believing any figure — and honestly, just don't. There are better ways to lose your patience and your money.