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Nika Quant Analyzer

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Published: 6 March 2026

Current version: 3.10

Nika Quant Analyzer

Name: Nika Quant Analyzer
Author: Nik Andersen

Indicators
Nik Andersen
Nik Andersen
Denmark

2260
Independent algorithmic trader and EA developer based in Denmark with 15 years of trading experience.
Creator of Nika EA — a professional multi-strategy Expert Advisor built on a proprietary signal engine with 12 signal types, 11 MA methods, and 15 layered risk management controls.

1 topic 3 comments
Version: 3.10

NIKA QUANT ANALYZER — Professional Optimization Analysis for MT5 Strategy Tester

Stop guessing which optimization results are real and which are curve-fit traps.

Nika Quant Analyzer reads your MT5 Strategy Tester XML exports and instantly ranks every parameter combination using the proprietary QM+ Score — a single decisive number that fuses Profit Factor, Sharpe Ratio, Recovery Factor, Max Drawdown, Return/DD ratio, and trade count into one actionable metric.

Now with MULTI-FILE GLOBAL RANKING: drop multiple XML files into MQL5/Files and the analyzer merges all passes into one unified leaderboard, ranked across symbols and timeframes.

KEY FEATURES

- QM+ Composite Score — One number to rule them all. Weighted formula combining PF, Sharpe, Recovery, DD, Trades, and Return/DD. Fully tunable weights via inputs.

- Multi-File Global Ranking — Load multiple XML exports simultaneously. All passes merge into one global leaderboard ranked by QM+ Score. Toggle between GLOBAL RANK and BY FILE modes.

- Symbol and Timeframe Display — Each row shows which symbol and timeframe the pass belongs to. Instantly see cross-asset performance.

- QM Score Distribution Histogram — Log-scale bar chart showing how all passes distribute by quality tier (Weak/Moderate/Strong/Elite). See at a glance how rare the top results really are.

- Equity Sparklines — Mini equity curves rendered directly in each row so you can spot erratic behavior without opening individual reports.

- Two-Page Metric Dashboard — Page 1: PF, Sharpe, DD%, Trades, Recovery Factor. Page 2: Consistency Score, R2 Smooth Equity, Return%, Return/DD, Custom Criterion. Navigate with arrow buttons.

- Robustness Detection — Flags isolated peaks (curve-fit traps) vs stable plateaus (tradeable configurations). ROBUST and ISOLATED badges on each row.

- Forward vs Back Comparison — Automatically detects forward test data and adjusts QM+ scores for degradation.

- Color-Coded Rankings — Green/Orange/Red classification across all metrics for instant visual scanning. Gold/Silver/Bronze highlights for top 3.

- Interactive Info Overlay — Built-in education panel explaining every metric. Click the [i] button to learn what each column means.

- Three Panel Sizes — Compact (920px), Standard (1120px), Wide (1400px). Compact mode includes scrollable rows.

- Auto-Detect New Files — Timer checks every 30 seconds for new XML files. Drop files while the panel is running and it reloads automatically.

- CSV Export — Automatically exports a ranked CSV file with all metrics, symbols, and robustness status on load.

- Premium Dark Theme — Professional dark interface designed for extended analysis sessions.

HOW IT WORKS

1. Run optimization in MT5 Strategy Tester

2. Right-click results > Export to XML

3. Place one or more XML files in MQL5/Files folder

4. Attach Nika Quant Analyzer to any chart

5. Full analysis panel appears with globally ranked results, distribution histogram, sparklines, and actionable insights

WHO IS THIS FOR

- EA developers who run hundreds of optimization passes across multiple symbols

- Traders who want data-driven parameter selection instead of guesswork

- Anyone tired of manually comparing Strategy Tester results in spreadsheets

- Multi-symbol portfolio builders who need cross-file ranking

INPUT PARAMETERS

Display Settings:

- Panel Size — Compact (920px), Standard (1120px), or Wide (1400px)

- Top N Passes to Display — Number of top results shown (default: 10)

- Panel X/Y Position — Panel placement on chart

- Minimum Trades Filter — Filter out passes with too few trades (default: 10)

- Export Ranked CSV — Automatically save ranked results as CSV (default: true)

QM Score Tuning:

- Profit Factor Weight (default: 1.5)

- Recovery Factor Weight (default: 1.5)

- Sharpe Ratio Weight (default: 2.0)

- Drawdown Weight (default: 2.0)

- Trade Count Weight (default: 1.0)

- Return/DD Weight (default: 1.5)

- Fallback Deposit (default: 200000)

NOTE: This indicator does not generate trading signals. It is a post-optimization analysis tool designed to help you make better decisions about which parameter sets to deploy live.

For a detailed guide and examples, read the full blog post: https://www.mql5.com/en/blogs/post/767841

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Candles Size Stats Candles Size Stats is a lightweight yet powerful indicator that measures and visualizes the size of every candle (High − Low range) in pips, giving you an instant statistical picture of price volatility on any symbol and timeframe. What it does The indicator plots each candle's full range as a color-coded histogram in a separate window. Bars are green when the current candle is larger than the previous one and dark green when it is smaller, making expansion and contraction imm

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Spread Times Histogram and Stats is a spread monitoring indicator for MetaTrader 5. It plots a real-time color-coded histogram of broker spread, tracks a rolling 24-hour average, and fires smart alerts when spread exceeds a configurable dynamic threshold. Key Features - Color-coded histogram: green when spread tightens, red when it widens - Rolling 24-hour average line for ongoing context - Session statistics: minimum, maximum, and average spread for the current session - Smart alert system: f

FREE

Nika Session Spread Intelligence is a lightweight on-chart indicator that shows you exactly when your market opens, how long until it closes, and displays all trading sessions at a glance — directly on your chart in a clean, dark-themed panel. Unlike generic session indicators, this tool reads your broker's actual session schedule for any symbol via de>SymbolInfoSessionTrade, so the times shown are always accurate for your specific instrument and server — whether it is forex, indices, commoditie

FREE

Spread Engine Nika — Real-Time Spread Profiling for MetaTrader 5 Spread Engine Nika is a professional spread analysis indicator for MetaTrader 5. It builds a statistical spread profile for any symbol using historical tick data, displays live spread conditions in context, and gives you an instant read on whether current spreads are normal, elevated, or dangerous — all in a compact on-chart panel. Designed for scalpers, intraday traders, and anyone who cares about execution cost, it turns raw spre

FREE

Telegram Control Center (TCC) is a utility Expert Advisor for MetaTrader 5 that connects your trading account to Telegram. It does not open or manage trades. It monitors your account, sends real-time alerts, and lets you control positions remotely via Telegram commands. Key Features - Real-time monitoring of balance, equity, margin, and all open positions - Instant Telegram alerts when positions open, close, or are modified - Equity drawdown alerts with a configurable threshold - Built-in Econ

FREE

Introduction Nika EA is a multi-strategy Expert Advisor for MetaTrader 5 built around a proprietary signal engine that uses linear regression analysis of price deviation from a dynamic midpoint. The system produces three oscillator streams — signal line, average line, and histogram — used across 12 configurable signal types, 3 independent rule slots, and a 15-layer risk management stack. The Linear Regression Computation Engine The core signal calculation does not use price directly. Instead, it

1 500 USD

TrendDrift Oscillator is a double-smoothed mean deviation oscillator for MetaTrader 5. It measures how far price has drifted from its exponential moving average (EMA), then applies two layers of EMA smoothing to filter out noise and produce clean, actionable trend signals. How It Works: 1. Calculates an EMA of the selected price source 2. Measures the deviation between price and the EMA 3. Applies a first layer of EMA smoothing to the deviation 4. Applies a second layer of EMA smoothing (the

35 USD

TrueFlow AD TrueFlow AD is a gap-aware Accumulation/Distribution line for MetaTrader 5 that tracks true volume flow using previous-close-adjusted True Range. The Problem Traditional A/D indicators often misread volume around gaps and large candles, because they only use the current bar high and low and ignore the relationship to the previous close. This leads to distorted signals, fake confirmations, and confusion when price jumps but true participation is weak. The Solution TrueFlow AD uses Tru

35 USD

Daily Range — NikaQuant Daily Range — NikaQuant is a precision session analysis indicator for MetaTrader 5. It automatically defines the daily trading range during a configurable window (default 19:30–20:30 New York time), projects six statistical deviation levels forward to the session close (default 16:00 NY), and generates real-time trade decision signals backed by historical statistics. Session Range Box Captures the highest and lowest 5-minute close during the range window. The box is d

50 USD

Adaptive Kernel Smoother NIKAQuant Indicator Adaptive Kernel Smoother NIKAQuant is a non-parametric machine-learning trend tool built around Nadaraya–Watson kernel regression. Instead of a rigid moving average, every bar is estimated from a Gaussian-weighted lookback window, giving a smooth, data-driven trend line that flexes with price structure. How it Works The core is a Gaussian kernel regression that scores each historical bar by how close it is in the lookback space. Optional ATR-scale

39 USD

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TGalvanize 2026.03.20 15:22 #

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2260

Reply from developer Nik Andersen 2026.08.22 03:43 #

Thank you for 5 stars.. Enjoy.

David Allan Johns 2026.03.10 20:06 #

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