What's Actually Killing Your P&L? Introducing QuantBuddyAI
I built QuantBuddyAI because a trade log can tell you the result, and still leave out the decision that produced it.
"I thought I had a market problem...Turns out, I had a Tuesday-and-tired problem."
A broker statement is useful. It shows what filled, at what price, and what you made or lost after the fact. It does not show whether you followed the plan, moved a stop, cut a winner early, or took a trade you had already decided to skip. Those details fade quickly. By Friday, it is easy to remember the outcome and forget the day behind it.
QuantBuddyAI is the trading journal I built to help you see what's actually killing your P&L. It starts with your trades, notes, and performance. Sleep, stress, and focus can sit beside that record if you want them there. They are part of the same journal, not a second product.
Start with a record you can review later
You do not need an app to begin. You can do this in a notebook today, on your next completed trade.
Before or at entry, write the plan in a form you can check later: the setup, the stop or invalidation, and the intended exit. After you close, log the actual exit and add one line for the reason. Keep the original plan as it was. If your thinking changed, add a new line instead of rewriting what you knew beforehand.
A note you can review sounds like this: "Entered before my planned confirmation. Moved the stop once. Net result after costs: +$40. Review the stop change separately from the profit."
A note that is hard to review sounds like this: "Bad trade. Need more discipline." Or: "Good trade. Made money."
A green trade can still contain a decision worth questioning. A red trade can still have followed the plan. Record process and outcome separately, then look at both.
Once a week, ask the same short list of questions so the weeks are comparable:
- What happened? Net P&L after costs, number of trades, and whether one trade did most of the work.
- What did I do? One decision that followed the plan, and one that needs a closer look.
- What will I watch next week? One specific question, not five new rules.
If you want context for the day, pick one definition and log it before the open, not after you have seen the day's P&L. For example: "Slept 7h+: yes / no / unknown." If you did not record it, leave it unknown. Do not fill the gap from memory on Friday. Missing data is information. Count the unknowns before you trust a pattern. A gap between two groups of days is a question, not proof.
What QuantBuddyAI keeps in one place
The same method is easier to keep when the trade, the note, and the week's results live together.
On the Free plan, you can start without a credit card. Free includes:
- Unlimited manual trade logging, including notes and setup tags
- A daily lifestyle journal for sleep, stress, focus, and other habits
- A P&L calendar heatmap and equity curve
- Core performance metrics: win rate, profit factor, max drawdown, and expectancy
- Behavioral pattern stats, including best and worst days, sessions, and instruments
- Playbooks, so you can save and track your named setups
That is enough to keep a journal and review performance by day, session, or instrument. You can use QuantBuddyAI for trading performance only. Daily check-ins are optional. You can skip them and still record trades, then review the calendar and core metrics.
If you later want less manual work or deeper review tools, Pro is $19 a month or $169 a year. The Pricing page has the info there if you need it. You can cancel anytime from Plans & Billing and keep access through the end of the current billing period. Your existing logs and journal entries stay in the account if you return to Free. Pro adds:
- Live broker auto-sync for automatic closed-trade imports from Robinhood and 20+ supported brokers
- Full GPT-5 performance reports that cite your actual numbers
- Lifestyle correlation insights that compare recorded habits with trading results
Logging a habit is free. The paid part is the automated comparison, and even then it is a starting point for review, not a verdict on how you should live or trade.
Habits belong beside the journal, not above it
Sleep, stress, and focus are easy to leave out of a trade review. So are the reasons you entered and the rules you bent. QuantBuddyAI keeps those pieces in the same conversation so you can compare results across days and sessions, then explore habit patterns when you have enough overlapping records.
You do not have to log habits to get value from the journal. Performance-only use is a valid way to start. If you do log them, use simple, stable definitions, and review sample size, matching dates, and other factors such as setup, size, and market conditions before you treat a difference as meaningful.
QuantBuddyAI will not tell you what to trade. It is an educational review and self-assessment tool, not a signals service, broker, or investment adviser. Patterns and correlations do not establish cause and effect. Small or incomplete samples can mislead. Imported data and AI observations can be wrong, so check them against your own records. No better results are guaranteed. Trading involves risk of loss, and you remain responsible for your own decisions.
A clearer record, then better questions
If you only do one thing after reading this, do it on your next trade: write the plan, log the actual exit with a one-line reason, and keep both. That habit works in a notebook. If you want the calendar, metrics, and optional daily check-ins in one place, you can start on the Free plan at quantbuddyai.com.
Learn more @ How It Works as well.
Hope it helps,
Matt J


