Trading journal metrics that matter: 10 numbers to watch monthly
The 10 trading journal metrics worth tracking over months, not days: how to compute each one, what good movement looks like, and how often to check it.
You journal every trade, your app shows you forty numbers, and you still can't tell if you're getting better. That's normal. Most of those numbers move every day for reasons that have nothing to do with skill, so watching them daily just adds noise.
The trading journal metrics that matter are the ones that answer two questions over months: am I keeping more real money, and am I trading better. Below are 10 numbers that do that, three for money and seven for skill, with how to compute each one, what good movement looks like and how often to look.
Why months, not days?
A single day can be one lucky trade. A week can be one good trend. Even a month with 15 trades can swing from great to awful on two outcomes. Treat any measure built on fewer than about 20 trades as a rumor, not a result.
So split your checks in two. The weekly check catches mistakes while they're fresh: for that, use the 5 numbers every trader should check every week. The 10 below are the slow ones. Look at them once a month, and compare stretches once a quarter.
Weekly numbers tell you what to fix this week. Monthly numbers tell you whether the fixing is working.
The money metrics (real money only)
Start here, because this is the part that pays your rent. One rule: simulated evaluation and funded account P&L is not money. Only payouts you actually received, realized P&L in your own accounts and the costs you paid count.
1. Net after costs. Payouts received plus realized P&L in your own accounts, minus everything you paid: evaluations, resets, activation fees, monthly fees, data, platforms, courses. Good movement is the last 3 or 12 months turning less negative, then positive. Check it monthly, judge it quarterly.
Here's a sample trader in our demo after 28 months: $1,850 in payouts minus $5,125 in evaluations, $1,457 in resets and $437 in activation fees is −$5,169 on prop firms. Add other costs and personal trading and the all-time number is −$10,184. But the last 12 months are +$28 and the last 3 months +$1,026. All time is history. The recent stretch is the trend.
2. Cost per funded account. Firm fees (evaluations, resets, activation) divided by the number of accounts that got funded. The demo trader paid $7,019 in firm fees for 5 funded accounts: $1,404 each. Good movement is this number falling, because it means you need fewer attempts per success. Check it quarterly. More in cost per funded account.
3. Firm fees per month. What left your bank for prop firms each month. This is the number that quietly grows when you buy accounts after bad days. Good movement is flat or falling while your skill numbers improve. If it rises while skill stays flat, you're paying for attempts, not progress.
The skill metrics
Skill numbers can include simulated prop results, because a good trade on a sim-funded account is still a good trade. Just keep them apart from the money numbers above.
4. Profit factor. Gross profit divided by gross loss. Above 1.0 means winners outweigh losers. The demo trader went from 0.46 in their first 3 months to 1.37 in the last 3. Good movement is a steady climb toward and past 1.0. For benchmarks, see what's a good win rate and profit factor.
5. Average loss. Total lost on losing trades divided by the number of losers. This is the most honest discipline number you have, because it only shrinks when you respect your stops and your size. Demo: −$182 down to −$126. Read it next to your average win: if the gap moves in your favor, your math is improving even when win rate doesn't move.
6. P&L per trading day. Net result divided by the days you traded. It beats total P&L because it doesn't reward simply trading more days. Good movement is losing less per day first, then making a little.
7. Worst day. Your single worst day in the period. Put it next to the daily loss limit you set for yourself. A worst day that stays inside your limit month after month means the limit is real, not decoration.
8. Revenge trades per week. Trades taken quickly after a loss, often at bigger size. The demo trader went from 10.8 a week to 1.6. Check it against your worst days: if they share revenge trades, this is your most important number, and it's one you control completely.
9. Days a blown account lasted. Average days from first trade to blow-up for prop accounts that failed. It's a slow, honest skill signal: the demo trader's first accounts lasted about 5 days, the latest about 20. Longer is better, even before anything passes.
10. Evaluation pass rate. Evaluations passed divided by evaluations that finished (passed or failed; leave out the ones still running). Demo: 5 of 29, or 17%. Check it quarterly, and only read it once you have at least 3 finished accounts in the stretch.
The cheat sheet
| Metric | How to compute | Good movement | Check |
|---|---|---|---|
| Net after costs | Payouts + own-account P&L − all costs | Less negative, then positive | Monthly |
| Cost per funded account | Firm fees ÷ funded accounts | Falling | Quarterly |
| Firm fees per month | Firm charges in the month | Flat or falling | Monthly |
| Profit factor | Gross profit ÷ gross loss | Rising past 1.0 | Monthly |
| Average loss | Total lost ÷ losing trades | Shrinking | Monthly |
| P&L per trading day | Net ÷ days traded | Rising | Monthly |
| Worst day | Your single worst day | Inside your loss limit | Monthly |
| Revenge trades per week | Count ÷ weeks | Falling toward zero | Monthly |
| Days a blown account lasted | Average days to blow-up | Rising | Quarterly |
| Evaluation pass rate | Passed ÷ finished | Rising | Quarterly |
Two numbers that fool people
Win rate on its own. A higher win rate with bigger losses can lose more money. Always read it next to average win and average loss, or just read profit factor, which already combines them.
Days journaled. It jumps from zero to almost every day the moment you start using a journal, so it looks like huge progress. It's a habit worth keeping, but it measures your journaling, not your trading. Don't count it as a skill win.
If a number jumps the week you started tracking it, it's measuring the tracking.
How to check yours, step by step
- Pick two stretches of equal length. Your first 3 months against your last 3 is a good start. Equal lengths keep the comparison fair.
- Confirm the sample. At least 20 trades in each stretch for the skill numbers, and at least 3 finished accounts for pass rate and days lasted.
- Mark each metric Better, Worse or Same. Don't over-read small moves: a profit factor going from 1.10 to 1.14 is Same.
- Count the Betters. Better on most of them, especially average loss and revenge trades, means you're improving even if net is still red.
- Write one line about why. A rule you added, a size you dropped, a setup you stopped trading. That line is what you'll want to remember in a year.
The demo trader, first 3 months against last 3, was better on 8 of 12 measures. Their all-time net was still deep red. Both things were true at once, and that's exactly why you track both. For the side-by-side method in more detail, read then vs now.
Let the app keep the scoreboard
A spreadsheet works, but it means logging every fee and recomputing every quarter. My Trading Journey in Market Matrix does it from your journal: Am I profitable? shows net after costs and cost per funded account from the fees and payouts you log, and Am I getting better? runs Then vs now across 14 measures, saying 'Not enough yet' when a stretch has under 20 trades or 3 accounts.
My Trading Journey is a Pro feature, and every new member gets 14 days of everything free, no credit card. Whatever you use, pick these 10, check them monthly, and let the weekly numbers handle the day-to-day.
This article is for education only and isn't financial advice. Trading futures involves substantial risk of loss.