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Ultimate Academy · Day 11 of 15

Backtesting &
Your Trading Plan

A strategy you have not measured is a belief. Today you turn the Day 10 system into a business with numbers, a written plan and proof — before real money is ever at risk.

100+ Learning Units 6 Scored Checkpoints Replay Workflow The 30-Trade Rule
Day 11 · WELCOME · Section 00
Why today decides everything

Belief vs evidence.

Ask a losing trader "does your strategy work?" — you get a story. Ask a professional — you get a number. Today you stop having opinions about your trading and start having data.

The uncomfortable truth

Most traders never test anything. They take 6 trades, lose 4, and abandon a system that would have printed money over 100. Sample size is the difference between knowing and guessing.

Replay Mastery

Compress a year of screen time into a weekend — the pro shortcut to experience.

📊

Real Numbers

Win rate, average R, expectancy, max drawdown — your system's vital signs.

📋

Written Plan

The document that turns discipline from willpower into a checklist.

🎯

The 30-Trade Rule

The exact gate between demo and real money. No exceptions.

01
Section 01 · The Method

How to
backtest.

The exact workflow professionals use to test a system on years of data — without lying to themselves.

Day 11 · THE METHOD · Section 01
Definition · What is it?

A flight simulator for your system.

Backtesting means replaying historical price candle by candle, applying your rules exactly as you would live, and recording every result. No skipping forward. No knowing what happens next.

Why pilots don't learn in real planes

A pilot survives 500 simulated emergencies before carrying passengers. Replay mode is your simulator — and it costs nothing but time.

REPLAY MODEcandle by candle
YOU ARE HERE HIDDEN the future is covered — exactly like live trading step forward one candle at a time · decide BEFORE you reveal · log every result honestly
Day 11 · THE METHOD · Section 01
The exact workflow · repeat 100 times

Six steps per backtested trade.

1
Rewind

Replay mode, jump to a random date. Never a date you remember.

2
Bias

Read structure on Daily/4H. Write the bias BEFORE stepping forward.

3
Mark

Draw your zones, fibs and liquidity — with only the data you'd have live.

4
Step

Advance candle by candle. No peeking. Wait for the 7-layer setup.

5
Execute

Mark entry, stop, targets on the chart. Screenshot it.

6
Log

Play it out. Record the R result and one lesson. Next.

Speed target

After practice: 5–8 minutes per backtested trade. That's 30 trades in a focused weekend — more structured reps than most retail traders get in a year.

Day 11 · THE METHOD · Section 01
How traders lie to themselves

The cheats that make a bad system look brilliant.

🚫 Fake backtesting
  • Hindsight scrolling — seeing the move first, then "finding" the setup
  • Moving the stop retroactively because "I'd have held"
  • Cherry-picking — logging winners, forgetting losers
  • Rule drift — bending criteria mid-test to include a trade
  • Ignoring spread & slippage entirely
Honest backtesting
  • Decision written before the next candle is revealed
  • Stop and target fixed at entry — never touched after
  • Every triggered setup logged, especially the losers
  • Rules written down first; violations logged as violations
  • Costs subtracted — target the realistic result, not the pretty one
The only person you can fool

A dishonest backtest doesn't fail on the spreadsheet — it fails six weeks later with real money, and the tuition is paid in cash.

Day 11 · CHECKPOINT · Section 01
Scored Checkpoint · The Method

Checkpoint 1: honest testing.

1. In replay mode you must decide…
A Before revealing the next candle
B After seeing where price went
C Whenever it feels right
SolutionA. The instant you see the outcome first, you're not testing a system — you're admiring history.
2. Your backtest shows 8 wins from 8 trades. Most likely…
A You found the holy grail — go live big
B Sample too small and/or losers weren't logged
C The market changed permanently
SolutionB. No real system wins 100%. A perfect record is a red flag for cherry-picking, not proof of genius.
3. Mid-test you widen your stop to save a trade. That trade is…
A A win — it recovered
B A −1R loss and a logged rule violation
C Deleted from the record
SolutionB. The stop was hit — that's the result. Log the violation too; the pattern of your violations is the most valuable data you'll ever collect.
Day 11 · DRILL · Section 01
Chart drill · Do it now

Your first honest replay trade.

  • 1
    Open any 4H chart → Replay → pick a random bar ~6 months back.
  • 2
    Write your bias in a chart text box before stepping forward.
  • 3
    Step forward until a 7-layer setup appears — or 50 candles pass with nothing (that's a valid result too).
  • 4
    Mark entry/stop/TP, screenshot, then play it out.
  • 5
    Write the R result and one sentence of lesson.
🤖

Get graded — AI Mentor

Upload your marked chart with "Day 11 drill — my first replay trade". The mentor checks whether your entry was justified by the layers or by hindsight.

Live Session

LIVE TRADINGVIEW EXAMPLE

Coach runs three replay trades live — including a loser.

02
Section 02 · The Journal

The trading
journal.

The single highest-return habit in trading — and the one almost nobody keeps.

Day 11 · THE JOURNAL · Section 02
Why does it exist?

You cannot improve what you don't measure.

Your memory is a liar. It remembers the big winner and forgets the nine impatient entries that paid for it. The journal is the only honest witness to how you actually trade.

What the journal reveals

Patterns invisible in the moment: "I lose 80% of my Monday trades." "My B-grade setups are net negative." One such insight can double your results without changing the strategy at all.

SAME SYSTEM · 100 TRADES
no journal — same mistakes repeat with journal + weekly review trades → equity →
Day 11 · THE JOURNAL · Section 02
The Money Circle journal template

Twelve columns. No more, no less.

1 · Date & Time

Reveals your best and worst sessions over time.

2 · Instrument

Which markets actually pay you — and which you should drop.

3 · Direction

Long or short. Many traders are only good at one.

4 · Setup Grade

A / B / C by how many of the 7 layers aligned.

5 · Entry

Your fill price — compare to your planned price.

6 · Stop

Where invalidation sat. And whether you respected it.

7 · Target

Planned exit — before emotion had a vote.

8 · Planned R:R

The ratio at entry. Anything under 2 needs a reason.

9 · Result in R

+2.4R, −1R, +0.3R. R, never euros — R compares across sizes.

10 · Rules Followed?

Yes / No. The most important column on the page.

11 · Emotion

Calm, FOMO, revenge, bored. Feeds Day 14.

12 · Screenshot + Lesson

Before & after image, one sentence of learning.

Day 11 · THE JOURNAL · Section 02
The column that changes careers

Grade every setup A, B or C.

GRADE A · 6–7 layers

Take it, full size

Bias aligned, fresh zone in discount/premium, clean sweep, LTF CHoCH, precision entry, R:R 3+. These pay for everything else.

GRADE B · 4–5 layers

Half size or skip

Something's missing — no sweep, or R:R only 2, or the zone was tapped once. Acceptable, never exciting.

GRADE C · ≤3 layers

No trade

"It looks like it might go up." This is boredom wearing a costume. Log it as a skipped setup — skipping is a skill you can measure.

The classic discovery

After 50 journaled trades almost everyone finds the same thing: A-setups are strongly profitable, B-setups roughly break even, C-setups bleed. Cutting C's alone often flips an account from red to green.

Day 11 · CHECKPOINT · Section 02
Scored Checkpoint · The Journal

Checkpoint 2: measurement.

1. Results should be logged in…
A R multiples
B Euros only
C Percentage of the day
SolutionA. R makes a €50 account and a €50,000 account directly comparable — and stops money from clouding judgement.
2. The most important journal column is…
A Profit in currency
B "Rules followed? Yes/No"
C The instrument
SolutionB. Process is the only thing you control. A profitable rule-breaking trade is still a failure — it reinforces the habit that eventually empties the account.
3. You should also log…
A Setups you correctly skipped
B Only executed trades
C Only winners, for confidence
SolutionA. Discipline is measurable. Logged skips prove your filter works — and reveal if you're skipping A-setups out of fear.
Day 11 · DRILL · Section 02
Chart drill · Do it now

Build your journal.

  • 1
    Open a spreadsheet. Create the 12 columns exactly as listed.
  • 2
    Add a summary block: trade count, win rate, average win (R), average loss (R), expectancy.
  • 3
    Back-fill every replay trade you've done since Day 10.
  • 4
    Grade each one A / B / C retroactively — be brutal.
  • 5
    Bookmark it. It opens before your platform, every session, forever.
🤖

Get graded — AI Mentor

Screenshot your journal → upload with "Day 11 — my journal setup". The mentor checks whether your grading is honest or generous, and whether R is used correctly.

⚠️ The 2-minute rule

If logging a trade takes longer than 2 minutes, you'll quit within a week. Keep it small enough to survive a bad day.

03
Section 03 · The Numbers

Reading your
statistics.

Four numbers tell you whether you own an edge — or an expensive hobby.

Day 11 · THE NUMBERS · Section 03
The most misunderstood number in trading

Win rate alone means nothing.

A 90% win rate can bankrupt you. A 35% win rate can make you wealthy. What matters is win rate combined with R:R — never either one alone.

The trap of "being right"

Chasing a high win rate pushes you toward tiny targets and huge stops — the shape that feels great for months and then gives it all back in one trade.

100 TRADES · 1% RISKtwo systems
"Feels great" 90% win rate R:R = 1 : 0.2 90 wins × +0.2R = +18R 10 losses × −1R = −10R +8R one slip = wiped out "Feels awful" 40% win rate R:R = 1 : 3 40 wins × +3R = +120R 60 losses × −1R = −60R +60R losing 6 of 10 — and rich the Money Circle system is built for the right-hand column
Day 11 · THE NUMBERS · Section 03
The one number that rules them all

Expectancy: what one trade is worth.

The formula

Expectancy =
(WinRate × AvgWinR) − (LossRate × AvgLossR)

The average R you earn per trade taken, across your whole sample.

Reading the result

Above 0 = real edge, scale carefully. Around 0 = you're paying costs for entertainment. Below 0 = fix the system before risking a cent.

WORKED EXAMPLEyour 100-trade backtest
Win rate42% Average win+2.8R Average loss−0.9R (0.42 × 2.8) − (0.58 × 0.9) = 1.176 − 0.522 Expectancy +0.65R per trade

At 1% risk, +0.65R per trade over 100 trades ≈ +65% account growth before compounding — while losing 58 of them. That is what a real edge looks like.

Day 11 · THE NUMBERS · Section 03
Your system's vital signs

Four numbers, checked monthly.

🎯

Expectancy

Average R per trade. Target: above +0.3R. The single headline number.

📉

Max Drawdown

Worst peak-to-valley in your sample. Target: under 15%. Tells you what you must survive emotionally.

🔁

Longest Losing Streak

Expect 6–8 in a row at a 40% win rate. Know it now so it doesn't break you later.

Rule Adherence

% of trades where rules were followed. Target: above 90%. Below that, your stats measure a system you're not actually trading.

The losing streak nobody warns you about

With a 40% win rate, a run of 7 losses is statistically normal — it will happen several times a year. Traders who don't know this quit a working system right before it pays. Expect the streak, survive the streak.

Day 11 · CHECKPOINT · Section 03
Scored Checkpoint · The Numbers

Checkpoint 3: statistics.

1. A 40% win rate with 1:3 R:R is…
A Strongly profitable
B A losing system
C Break-even
SolutionA. 40 wins × 3R = +120R against 60 losses × 1R = −60R → +60R. Being wrong more often than right is completely fine when the winners are three times the size.
2. Expectancy of −0.2R means…
A Trade bigger to catch up
B Stop and fix the system — it loses money by design
C It's fine, variance will fix it
SolutionB. Negative expectancy means every trade has a negative average value. Size only multiplies the bleeding — go back to the data and find which grade or session is killing you.
3. Seven losses in a row at a 40% win rate is…
A Proof the system broke
B Impossible
C Statistically normal — expect it several times a year
SolutionC. Streaks are how randomness looks up close. Knowing the number in advance is what keeps you executing trade 8 — which is often the +4R one.
Day 11 · DRILL · Section 03
Chart drill · Do it now

Compute your expectancy.

  • 1
    In your journal, count wins and losses → win rate.
  • 2
    Average the R of all winners → average win.
  • 3
    Average the R of all losers → average loss.
  • 4
    Apply the formula. Write the result at the top of the sheet.
  • 5
    Now split it: expectancy of A-setups only vs B vs C. This is where the gold is.
🤖

Get analysed — AI Mentor

Upload your stats block with "Day 11 — my expectancy" and ask what to fix first. Small samples get flagged: under 30 trades, treat any number as a rumour.

Live Session

LIVE EXAMPLE — JOURNAL REVIEW

Coach dissects a real 100-trade journal on screen.

04
Section 04 · The Document

Your written
trading plan.

One page that converts discipline from willpower into a checklist you simply follow.

Day 11 · THE PLAN · Section 04
The eight sections of a professional plan

Write it once. Follow it forever.

1 · Markets

Exactly which instruments you trade. Maximum 3 while learning.

2 · Timeframes

Your stack — e.g. Daily bias, 4H setup, 15m trigger. Fixed.

3 · Sessions

When you trade — and when you are explicitly forbidden to.

4 · Setups

The 7 layers, written out. Plus the breakout variant conditions.

5 · Risk Rules

1% per trade, max 2 open, daily stop at −2R, weekly stop at −5R.

6 · Entry & Exit

Order types, stop placement logic, TP1/TP2, break-even rule.

7 · No-Trade List

Red news within 30 min, unclear bias, after 2 losses, when tired or angry.

8 · Review Ritual

Daily journal, Sunday review, monthly stats. Non-negotiable.

The test of a real plan

Hand it to a stranger. If they could execute your system from the document alone, it's a plan. If it needs your interpretation, it's still just a feeling. Vague plans produce vague results.

Day 11 · THE PLAN · Section 04
A real one-page plan · copy and adapt

The Money Circle starter plan.

  • M
    Markets: EURUSD, BTCUSD, NAS100 — nothing else for 90 days.
  • T
    Timeframes: Daily bias · 4H zones · 15m trigger.
  • S
    Sessions: London open and NY open only. No Asia, no weekends.
  • Setup: A-grade only (6–7 layers). B-grade at half size. C-grade never.
  • R
    Risk: 1% per trade · max 2 positions · daily stop −2R · weekly stop −5R.
  • E
    Exits: BE at +1R · 50% off at TP1 · runner to HTF liquidity.
  • No trade: red news <30 min · unclear bias · after 2 losses · under 6h sleep.
  • 📓
    Review: journal every trade · Sunday 30-min review · monthly stats check.
Print it

This lives next to your screen on paper, not in a folder you never open. Every trade gets checked against it before the click — that friction is the point.

Day 11 · CHECKPOINT · Section 04
Scored Checkpoint · The Trading Plan

Checkpoint 4: the document.

1. A trading plan must be…
A Written, specific, executable by a stranger
B In your head, flexible
C Rewritten after every loss
SolutionA. If it isn't written and specific, it bends under pressure — which is exactly when you need it rigid.
2. The "no-trade list" exists to…
A Limit your income
B Pre-decide your weakest moments while you're calm
C Impress other traders
SolutionB. Tired, tilted, or 5 minutes before CPI — those decisions are made badly in the moment, so you make them in advance instead.
3. How many markets should a beginner trade?
A As many as possible — more opportunities
B Two or three, deeply
C Whichever is trending on social media
SolutionB. Depth beats breadth. You learn an instrument's rhythm — its spread, its session behaviour, its typical range — only by watching the same one for months.
05
Section 05 · The Gate

From demo to
real money.

The exact criteria — and the exact order — that separate a prepared trader from a hopeful one.

Day 11 · THE GATE · Section 05
Two different tests, both required

Backtest proves the system. Forward test proves you.

BACKTEST (replay)FORWARD TEST (demo, live market)
What it measuresDoes the strategy have an edge?Can YOU execute it in real time?
Speed30 trades in a weekend30 trades in 4–8 weeks
Emotional loadLow — you can pause and thinkReal — candles move while you hesitate
Main riskHindsight biasDiscovering your discipline isn't there yet
Skips it?You trade an untested beliefYou learn execution with real money — expensively
The order is not optional

Backtest → forward test → small live → scale. Every step skipped gets paid for later, with interest, in real currency.

Day 11 · THE GATE · Section 05
The gate · no exceptions

The 30-trade rule.

You may fund a real account only when all five conditions are true at once. Not four. Not "almost". Five.

Why 30?

Below ~30 trades, results are noise — luck dominates. Thirty is the smallest sample where your discipline becomes visible in the numbers.

  • 1
    30+ journaled forward-test trades on demo, following the written plan.
  • 2
    Positive expectancy across that sample — above +0.3R.
  • 3
    Rule adherence above 90% — you did what you said you'd do.
  • 4
    You survived a losing streak of 4+ without changing size or rules.
  • 5
    The plan is printed and the journal habit is automatic.
Day 11 · THE GATE · Section 05
The first real money

Start insultingly small.

1
Micro size

Risk an amount whose loss you'd genuinely shrug at. Yes, that small.

2
20 trades

Prove the demo discipline survives contact with real money.

3
Review

Compare live stats to demo stats. A big gap = psychology, not strategy.

4
Scale slowly

Only after 20 disciplined live trades: increase size by ~25%.

5
Repeat

Each scale-up earns its way in. Never jump — the mind must catch up with the numbers.

The gap that surprises everyone

Traders profitable on demo often lose live at first — same system, different nervous system. Starting micro means you pay for that lesson in cents instead of savings.

Day 11 · THE GATE · Section 05
The other route to size

Prop firms — honestly.

The genuine upside
  • Trade meaningful size without risking your own capital
  • Their rules force the discipline you're building anyway
  • Profit splits are real for consistent traders
  • A structured target beats aimless demo trading
⚠️ The honest warnings
  • Most participants fail the evaluation — often repeatedly
  • Fees add up fast; treat them as tuition, not investment
  • Daily drawdown limits punish exactly one thing: oversizing
  • Never attempt one before passing your own 30-trade gate
The Money Circle position

Prop firms are a legitimate tool — after you're consistent, never as a shortcut to becoming consistent. The evaluation tests the discipline you already have; it cannot create it.

Day 11 · CHECKPOINT · Section 05
Scored Checkpoint · The Gate

Checkpoint 5: going live.

1. The correct order is…
A Backtest → forward test → small live → scale
B Live first — demo isn't realistic
C Prop firm first
SolutionA. Each stage tests something the previous one can't. Skipping stages doesn't save time — it moves the tuition bill to your real account.
2. You're profitable on demo but losing live. Most likely cause?
A The broker is cheating you
B Psychology — real money changed your execution
C The strategy stopped working that week
SolutionB. Same charts, same rules — the variable that changed is you. That's why size starts micro, and why Day 14 exists.
3. You have 28 journaled trades and +0.5R expectancy. You…
A Go live — close enough
B Finish the sample and check all five conditions
C Attempt a prop challenge instead
SolutionB. "Close enough" is the phrase that precedes most blown accounts. The gate has five conditions precisely so impatience can't negotiate with it.
Day 11 · WRAP-UP · Section 05
Mega exercise · Do it now

Write your plan.

  • 1
    Open a blank document. Title it "My Trading Plan — v1" with today's date.
  • 2
    Write all 8 sections — markets, timeframes, sessions, setups, risk, entries/exits, no-trade list, review ritual.
  • 3
    Be brutally specific: numbers, times, prices — never "when it looks good".
  • 4
    Print it. Put it beside your screen where you cannot avoid it.
  • 5
    Start your forward test tomorrow: trade #1 of 30, on demo.
🤖

Get reviewed — AI Mentor

Screenshot your plan → upload with "Day 11 — my trading plan v1". The mentor hunts for vagueness: any rule a stranger couldn't execute gets flagged for rewriting.

Live Session

LIVE EXAMPLE — PLAN TEARDOWN

Coach rewrites a vague student plan into an executable one.

Day 11 · WRAP-UP · Section 05
Homework · Before Day 12

Tonight's training.

  • Backtest 15 trades using the 6-step workflow. Log every one — including the losers.
  • 📊
    Compute win rate, average win, average loss and expectancy on that sample.
  • 🅰️
    Split by grade: what is the expectancy of your A-setups vs your B-setups?
  • 📋
    Finish and print your trading plan v1.
  • 🤖
    Upload your stats and plan to the AI Mentor for review.
⏱️

Time budget: ~2.5 hours

100 min backtesting · 20 min statistics · 30 min plan writing.

Tomorrow: Day 12 zooms out to the macro layer — CPI, NFP, FOMC, the dollar and how global money flows decide which direction your system should even be looking.

Day 11 · WRAP-UP · Section 05
Day 11 complete

Your Day 11 scorecard.

TAKEAWAY 1

Data over belief

Replay honestly, log everything, and let 30+ trades tell you the truth your memory never would.

TAKEAWAY 2

Expectancy is the verdict

Win rate alone is noise. Average R per trade decides whether you own an edge or a hobby.

TAKEAWAY 3

The plan makes it repeatable

Eight sections, printed, plus the five-condition gate before real money. Discipline as a checklist, not willpower.

You are now a measured trader

Most people trading today cannot state their own expectancy. After tonight's homework, you can. That alone puts you ahead of the majority of the retail crowd.

Coming up · Day 12 of 15

Follow the Money.

CPI, NFP, FOMC, central banks and interest rates. The dollar index as the anchor of every chart. Risk-on versus risk-off, safe havens, COT and ETF flows — plus the exact websites professionals check every single morning.

Day 12 unlocks Macro · DXY · Capital Flow 100+ learning units

"Charts show you where. Macro shows you why." — Money Circle