Algolego Studio · Strategy Robustness Audit
Algolego StudioIndependent · plain language

Is your TradingView strategy's backtest telling the truth?

A great-looking backtest is easy to publish and easy to believe. We put a strategy through seven stress tests and a source-code integrity scan — and tell you, in plain language, whether the edge is real.


Why bother

Most published strategies fail live for one of three reasons

The market did it

It rode a trend, not an edge

A long-only strategy on an asset that climbed for years looks brilliant — until the trend stops. Strip the rise and there's nothing left.

The code cheats

The backtest saw the future

A single look-ahead data request lets a backtest act on prices that hadn't happened yet. The results are spectacular and completely unrepeatable in real time.

No real edge

Honest, and still not profitable

Clean code, real trades — and a profit factor barely above breakeven that any realistic spread or commission wipes out.


The audit

Seven stress tests and a source-code integrity scan

We take the strategy's own list of trades — and, for open-source scripts, its Pine source — and run both through the same battery, then translate the results into language a trader can act on.

The source scan is the part no statistic can replace: look-ahead and repainting hide in the code, not in the trade list, so every trade-based test can pass while the whole backtest is fiction. We read the code, and we verify it's the code that actually produced your trades.


The deliverable

A shareable report, in plain language


See it in action

Three real audits — one per failure mode

Flawless Victory Strategy

Fragile 24
Crypto · BTC/USDT · by Trabor_Namor

A 70% win rate and a seven-figure profit — that turned out to be Bitcoin's rise plus zero fees. It captured under a fifth of simply holding BTC, for the same 88% drawdown.

Read the report →

OCC Strategy R5.1

Fragile 20
Forex · USD/CAD · by JustUncleL

A profit factor of 13.7 and a 0.75% drawdown — manufactured by a single look-ahead data request in the code. The battery scored it "robust"; reading the source is what caught the lie.

Read the report →

Pivot Point SuperTrend

Fragile 26
Crypto · BTC/USDT · by LonesomeTheBlue

Verifiably honest, clean code — and still no edge: a breakeven profit factor over nine years and a drawdown large enough to blow the account. Clean and real aren't the same as profitable.

Read the report →

How it works

How your report is made

Every report is built in three steps:

  1. The tests are fixed calculations, run on your real trades. Walk-forward, Monte Carlo, trade concentration, cost sensitivity, drawdown, and prop-firm simulation are set formulas applied to your actual trade data. The numbers are not opinions or estimates — they come straight from your trades.
  2. We use AI to explain the results in plain language. The tests produce the numbers; AI turns them into a clear, plain-language write-up, so you get the meaning, not just a table of figures.
  3. A person reviews and approves every report before it is sent. Nothing is delivered automatically.

Independent, educational analysis of a historical backtest. Not financial advice.

Commission a report

Have a strategy you're unsure about?

Send it over and we'll audit it — free while we're in our concierge phase.

What we need: the TradingView link and the strategy's List of trades export (CSV). The Pine source is optional — most tests run on the CSV alone; the source only adds the code-integrity scan.

Request a report →

Complimentary during our concierge phase · typical turnaround ~3 business days

Your files stay private and encrypted, are used only to produce your report, and are auto-deleted within 30 days. We never publish, sell, redistribute, or reuse your strategy.