Backtest Lens
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EA TRADING HOURS ANALYZER

EA trading hours analyzer

Upload an MT4 or MT5 HTML report and break EA performance down by entry hour, exit hour and day of week. See whether the result is distributed across the schedule or depends on one narrow trading window.

What you get
MT4 / MT5 HTMLNo installLocal first analysis
PURPOSE-BUILT ANALYSIS

Find when the EA creates profit and risk

Entry time describes the market window in which exposure begins; exit time describes when profit and loss are realized. Backtest Lens keeps those views separate and combines them with trade count, symbols and weekdays.

01

Entry-hour analysis

Group trades by opening hour to identify the sessions in which the strategy takes risk and how many observations support each result.

02

Exit hours and weekdays

Compare closing-time outcomes and day-of-week behavior without confusing entry timing with realization timing.

03

Timing by instrument

Review the strongest and weakest entry and exit windows for each symbol, then isolate an EA with Magic-number filters.

TIMING ANALYSIS EXAMPLE

181 trades are more useful when their timing remains visible

The public XAUUSD H1 report contains 181 dated trades. Backtest Lens uses those timestamps to separate entry-hour, exit-hour and weekday behavior instead of assigning one generic trading session label to the whole strategy. Open the report to inspect the hourly distributions together with profit, drawdown and individual trades.

Inspect the XAUUSD timing charts →
181dated trades
Entryrisk begins
ExitP/L realized
UTCchart reference
01

Entry time and exit time are not interchangeable

An EA may open during one market session and close hours or days later. Grouping only by close time can make a profitable exit window look like a strong entry window. Backtest Lens presents opening and closing hours separately, so you can distinguish when exposure starts from when the result becomes realized.

  • Entry-hour groups describe trade initiation.
  • Exit-hour groups describe realization timing.
  • Long holding periods can connect very different sessions.
02

Read sample size before ranking hours

The largest profit bar is not automatically a durable timing edge. Check how many trades support each group, compare average and total result, and look at adjacent hours. A single outsized trade or a schedule with sparse observations can dominate the chart even when the aggregate looks convincing.

  • Prefer conclusions supported by repeated observations.
  • Compare totals with average result per trade.
  • Treat narrow isolated peaks as a hypothesis for another test.
03

Use one timezone and then add strategy context

Hourly labels are presented in UTC to keep the analysis consistent across imported reports. Broker server time, daylight-saving changes and the EA's own session rules can differ, so translate the result back to the execution environment before changing inputs. Symbol, direction and Magic-number filters help reveal which strategy actually owns a timing pattern.

  • Confirm how the original report timestamps map to UTC.
  • Compare weekdays as well as hours.
  • Do not remove weak hours until the change is validated on independent data.
SCOPE AND LIMITS

What this analysis does not prove

  • Timing analysis depends on complete and correctly parsed trade timestamps in the report.
  • Historical hourly performance can reflect one market regime, broker session or daylight-saving convention.
  • The analyzer describes observed trades; it does not optimize EA session inputs or rerun the backtest.
HOW IT WORKS

From MetaTrader report to actionable evidence

1Export the MetaTrader report with trade timestamps
2Upload the HTML / HTM file
3Review UTC hours, weekdays, sample size and filtered strategies
FAQ

Questions before you upload

Which timezone does the hourly chart use?

Backtest Lens displays normalized report timestamps in UTC so the hourly groups have one consistent reference.

Are entry and exit hours the same analysis?

No. A trade can open in one session and close much later, so the analyzer presents opening and closing groups separately.

How many trades are needed for an hourly conclusion?

There is no universal threshold. Treat groups with few trades as weak evidence and compare the count, average result and behavior across adjacent hours.

Can I analyze one symbol or Magic number?

Yes. Symbol, Magic-number and direction filters recalculate the selected trade scope.

BACKTEST LENS

Analyze the report before you trust the result.