Historical Quality Score Dashboard
Independent 1-100 Quality & Risk Scoring for up to 38 Symbols
Every symbol earns its own absolute 1-100 Quality Score from fixed historical criteria — CAGR, Sharpe, drawdown, volatility, momentum, consistency and trend — never a relative ranking against the group. Read the whole watchlist's historical profile in one black-and-green dashboard, complete with a separate Historical Probability Score, plain-English rating and decision label per row.
01 Quick Summary
The Historical Quality Score Dashboard is an invite-only TradingView indicator built around one principle: score each symbol on its own merits, not against its neighbours. It pulls historical data for up to 38 symbols, measures each one against fixed thresholds for return, risk-adjusted performance, drawdown, volatility, momentum, consistency and trend, and prints an absolute 1-100 Quality Score per row. Because the thresholds never move, a weak group can never make a single symbol "look strong".
02 Overview
Most screeners rank symbols against each other, so the "best" name in a poor list still floats to the top. This dashboard does the opposite: it computes a battery of historical metrics for each symbol independently, then maps each metric onto a fixed point scale. The seven components sum to a Quality Score capped at 100, so the number means the same thing for every symbol, on every chart, in every market.
What it is — and is not: The scores describe a symbol's past return and risk profile against fixed criteria. They are educational and for research only — not financial advice, not a forecast. The "Historical Probability Score" is a historical setup-quality score, never a prediction of future returns. Markets change regime, so a high score means "strong historical profile", never "future winner".
All metrics are computed in each symbol's own context with no lookahead, on your chosen calculation timeframe. You can score over the full price history (Since inception), from a custom start year, or over a rolling lookback window. The default universe spans mega-cap leaders, sector ETFs and broad indices — AAPL, MSFT, NVDA, AMZN, QQQ, SPY, the SPDR sectors and more — but every slot is editable, so you can drop in any basket TradingView can chart.
03 Key Features
Every 1-100 Quality Score comes from fixed historical thresholds, not a relative ranking. A weak peer group can never inflate a single symbol's score — the number is comparable across any chart or market.
CAGR (20), Sharpe (20), Max Drawdown (15), Volatility (10), Momentum (15), Consistency (10) and Trend (10) sum to a 100-point cap — each weight is visible and editable in the script.
Per symbol: Price, CAGR, Total Return, annualised Volatility, Sharpe, Sortino, Max Drawdown, Calmar, 3/6/12-month momentum, positive-period ratio and a 0-10 trend score.
A separate 1-100 setup-quality blend weighted toward consistency and trend, then momentum, Sharpe and drawdown — a historical read on setup quality, never a forecast of returns.
Choose Daily, Weekly or Monthly bars, and measure Since inception, from a Custom start year, or over a rolling Lookback of N years. Minimum-bar guards mark thin histories as Not Rated.
Each row gets a plain-English rating (Excellent / Strong / Moderate / Weak / Poor) and a decision label (e.g. Strong Watchlist, Neutral / Review, Avoid Based on History) for instant triage.
Add a "Vs Bench" column (Full display) that tags each symbol Outperf / Similar / Underperf against a benchmark such as SPY, using CAGR, Sharpe and drawdown together.
Sort rows by Quality, CAGR, Sharpe, lowest drawdown, 12M momentum or Historical Probability for convenience — scores stay independent. Compact / Full views, Large/Normal/Small sizing and a split left-right table keep long lists readable.
04 How to Use the Dashboard
Add it to TradingView
Open the Indicators menu → Invite-Only Scripts → select Tooltack — Historical Quality Score Dashboard and apply it to any chart. The split left/right dashboard tables populate automatically on the last bar.
Enter your symbols
In the Symbols (edit here) group, type tickers into one box separated by commas or new lines. Use full TradingView symbols where needed (e.g. NASDAQ:AAPL, NYSE:BRK.B). Up to 38 are used; extras are ignored.
Set the calculation window
Pick a Calculation timeframe (Monthly is lightest and recommended for 38 symbols) and a Start mode: Since inception, Custom start year, or Lookback years. Set the risk-free rate used in Sharpe and Sortino if you want to override the 4% default.
Choose your display
Use Display mode (Compact or Full) and Dashboard mode (Standard or Lightweight) to control how many columns show. Set Dashboard size to Large, Normal or Small and pick how many symbols to display (10/20/30/38).
Read scores top-down
Start with the colour-banded Quality column — green is high, red is low. Cross-check the Rating and Decision, then drill into the supporting metrics (CAGR, Sharpe, Drawdown, Momentum) to understand why a symbol scored the way it did.
Add a benchmark & sort
Turn on Show benchmark comparison (Full display) to add the Vs Bench column against SPY or your own benchmark. Use the Sort mode to re-order rows for convenience — remember sorting is display-only and never changes a score.
05 Understanding the Quality Score
The Quality Score is a simple sum of seven independent components, each capped at a fixed number of points. The thresholds below are the script defaults and are all editable in the code.
Compound annual growth over the window. Higher growth bands earn more points, with negative growth scoring zero.
Return per unit of volatility above the risk-free rate. Stronger risk-adjusted return lifts the band.
Worst peak-to-trough decline in the window. Shallower drawdowns score higher; deep ones score zero.
Annualised standard deviation of returns. Calmer return streams earn more points.
Built from positive 3/6/12-month returns plus a bonus for strong 12-month momentum.
Share of positive periods over the window — rewards steady, repeatable gains.
Price above key moving averages, an up-sloping 50/200 relationship, and proximity to a 52-period high.
85+ Excellent, 70+ Strong, 55+ Moderate, 40+ Weak, below 40 Poor. Thin histories show as Not Rated.
A distinct 1-100 setup-quality blend (consistency & trend weighted highest) — historical setup quality, not a forecast.
06 Workflow Ideas
Educational examples only — combine with fundamentals, valuation and macro context, and always test before using real capital.
Sort by Quality, Skim the Bands
Sort by Quality Score and scan the colour bands first. The green (Excellent / Strong) rows become a research shortlist; the red (Poor) rows are candidates to investigate or set aside — all on absolute, comparable criteria.
Drawdown & Volatility Filter
Sort by lowest drawdown, then read the Volatility and Sharpe columns. Names that pair a high Quality score with shallow drawdown and a strong Sharpe have historically delivered smoother return paths.
High Score + 12M Momentum
Among the top-quality rows, favour those with positive 12-month momentum and a high Trend score. Use the Hist Prob column as a second opinion on overall setup quality before any deeper work.
Outperf vs the Index
Turn on the benchmark comparison and look for rows tagged Outperf against SPY. Pairing a strong absolute Quality score with index outperformance frames a symbol relative to the broad market too.
Compare Windows
Run the dashboard over a long Since-inception window, then over a shorter rolling Lookback. Symbols whose scores hold up across both windows have been less dependent on a single past regime.
High Pos % Names
Sort by Quality, then read the Pos % column. A high positive-period ratio alongside a strong Consistency contribution highlights symbols whose historical gains were steady rather than lumpy.
Reminder: these are educational frameworks, not trade recommendations. Scores are based on fixed historical criteria and describe the past only. Historical performance does not guarantee future results — combine the dashboard with fundamentals, valuation and macro context, and test any idea before risking real capital.
07 Best Tools to Combine With
The Quality Score frames what has had a strong historical profile. It becomes far more useful when paired with tools that tell you where price is now and what to do about it. Stacking complementary ToolTack utilities turns a static score into a structure-aware research workflow.
Confirm that a high-quality symbol is also trending the right way now before acting on a historical score.
Time entries on top-quality names using BOS / CHoCH and Fibonacci zones for higher-conviction setups.
Layer key levels onto strong-rated symbols to find lower-risk entries and logical invalidation points.
Cross-check the momentum and trend components with live momentum oscillators on the active chart.
Use VWAP as a mean and target reference once the dashboard has surfaced a candidate worth watching.
Standardise position sizing and stops across the watchlist so quality reads translate into a consistent plan.
08 Easy Setup Guide
Get all 28+ tools activated in 4 simple steps.
Go to Your Dashboard
After purchasing your plan, log in to your ToolTack account and navigate to your personal dashboard. This is your command centre for managing your subscription and tools.
Update Your TradingView Username
Enter your exact TradingView username in the designated field. Make sure it matches your TradingView profile exactly — this is how access is granted.
Wait for Activation
The ToolTack team will activate the tools on your TradingView account within 24 hours. You will receive a confirmation email once activation is complete.
Access Your Tools
Open TradingView → Indicators → Invite-Only Scripts. Your ToolTack indicators, screeners, dashboards and strategies will be ready to add to your charts.
09 Who It Is For
Why Subscribe to ToolTack
One subscription unlocks the full ToolTack library — indicators, screeners, dashboards and strategies built specifically for TradingView workflows. Activate with your TradingView username and access everything from a single dashboard.
- Access to 28+ TradingView tools
- Faster, more structured market analysis
- Decision-support, not signal services
- Built for the TradingView ecosystem
- Useful for learning & testing
- Easy activation in under 24 hours
- One dashboard to manage everything
- Continuous additions to the toolset
10 Frequently Asked Questions
Is the Quality Score a ranking of my symbols against each other?
No. Each symbol is scored independently against fixed historical thresholds, so the score is absolute. A weak group cannot make one symbol look strong, and the same score means the same thing on any chart. Sorting only re-orders rows for display — it never changes a score.
What is the difference between the Quality Score and the Historical Probability Score?
The Quality Score is the 100-point sum of seven components (CAGR, Sharpe, drawdown, volatility, momentum, consistency, trend). The Historical Probability Score is a separate 1-100 blend weighted toward consistency and trend — a read on historical setup quality, not a forecast of future returns.
How many symbols can I add, and how do I enter them?
Up to 38. Type them into the single Symbols box separated by commas or new lines, using full TradingView symbols where needed (for example NASDAQ:AAPL or NYSE:BRK.B). Any symbols beyond 38 are ignored.
Which calculation timeframe should I use?
You can choose Daily, Weekly or Monthly. Monthly is the lightest on TradingView and is recommended when scoring the full set of 38 symbols, since the script makes one data request per ticker in every mode.
Why does a symbol show "Not Rated" or "Insufficient Data"?
Each timeframe has a minimum-bars requirement (for example 36 monthly bars by default). If a symbol's available history is too short, or its data is invalid, it is flagged rather than scored — so a thin history can never produce a misleadingly confident number.
Can these scores tell me what to buy?
No. The scores are based on fixed historical criteria and describe the past only. They are educational and for research, not financial advice or a forecast. Markets change regime, so a high score means a strong historical profile — combine it with fundamentals, valuation and macro context.
Does the dashboard slow down my chart?
It makes one data request per symbol on every bar, so the initial load can take a few seconds with a full 38-symbol list and the table renders on the last bar. Using the Monthly timeframe, the Lightweight or Compact display, and showing fewer symbols all keep it lean.