Strategy Performance

April 2026|12 min read
Two trading strategies compared side by side with racing equity curves in gold and blue

A strategy is only as good as its last 100 trades. Maybe 200. The point is that past performance degrades, markets shift, and the edge you had six months ago might be a memory today. Strategy performance analysis is how you catch these changes before your account balance catches them for you.

ACE Portfolio Tracker gives you the tools to evaluate, compare and monitor strategy performance continuously. Not a one time check after a blowout. Ongoing, systematic, data driven assessment that tells you which strategies deserve more capital, which ones need adjustment, and which ones should be retired.

The ACE Strategy Lab
Think of ACE as your strategy lab. Every strategy gets the same rigorous treatment. Same metrics, same benchmarks, same level playing field. The numbers decide who stays on the team, not your feelings about which setup looks prettiest.

Why Strategy Analysis Matters

Most traders develop a strategy, backtest it, and go live. Then they never systematically evaluate it again. They might notice when it is losing money, but by then the drawdown has already done its damage. Continuous strategy analysis catches problems early.

The key metrics for strategy evaluation are profit factor, maximum drawdown, expectancy and consistency. But you also need to track how these metrics change over time. A declining profit factor is a warning sign even if the strategy is still technically profitable. An increasing drawdown beyond historical norms suggests something has changed.

Comparing Strategies

When you run multiple strategies, comparison is essential. Which one produces the best risk adjusted returns? Which one has the smoothest equity curve? Which one diversifies your portfolio most effectively?

ACE Portfolio Tracker normalises strategy performance so comparisons are fair. Different account sizes, different markets, different trade frequencies. Everything gets standardised so you are comparing edge quality, not account balance.

The backtest vs live comparison is equally important. If your live results are significantly worse than your backtest, you need to understand why. Slippage, latency, emotional overrides, or genuine edge degradation. Each has a different fix.

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Execution Quality

A great strategy with poor execution is a mediocre result. Execution analysis measures the gap between your planned trade and what actually happened. Did you enter where you planned? Did you exit at your target or bail early? Did slippage eat your edge?

The entry vs exit analysis breaks this down further. Some traders have excellent entries but terrible exits. Others have great exits but enter too late or too early. Knowing which side of the trade needs work focuses your improvement efforts where they will have the most impact.

For vendor strategies and bots, execution analysis also reveals whether the signals are being copied accurately. If your results differ from the vendor's published performance, execution analysis shows exactly where the gap is.

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Frequently Asked Questions

How do I know if my strategy still has an edge?
Track rolling profit factor and expectancy over time. If both are declining consistently, your edge may be fading. ACE Portfolio Tracker shows these trends automatically.
Can I compare strategies across different markets?
Yes. ACE normalises performance metrics so you can compare a futures strategy against a crypto strategy against a sports betting approach on a level playing field.
What is the difference between backtest and live performance?
Backtest uses historical data with perfect execution. Live trading includes slippage, emotional decisions and real market conditions. The gap between them tells you how much execution costs you.
How many trades do I need to evaluate a strategy?
At least 100 trades for a basic evaluation. 200 or more for reliable statistical significance. Less than 30 trades tells you almost nothing.
Should I optimise my strategies?
Careful optimisation based on out of sample testing is fine. Over-optimisation to fit historical data is a trap that produces strategies that look great in backtest and fail live.
Can ACE track vendor strategy performance?
Yes. Track any strategy whether you developed it, bought it, or copied it from a vendor. ACE treats all strategies equally with the same analytics.