Pine-to-Python verification report

Pyne in the Wild

Real TradingView Pine scripts, run as Python.

PyneComp converts open-source Pine Script™ into Python. PyneCore runs the converted scripts on real market data, and this report compares plots and trades against TradingView's own output.

PyneCore is validated against TradingView on 1,000 published Pine scripts; last run . How it is measured

  1. Pine Script
  2. PyneComp
  3. PyneCore (Python)
  4. TradingView reference
1,000 published scripts open-source Pine Script corpus
1,353 TV-comparable outputs 885 plot + 468 trade outputs
100% TV fidelity 1353/1353 comparable outputs verified
99.771% bit-exact values All remaining values matched within published tolerance

The Proof Ladder

Every script in the corpus climbs the same four rungs. No cherry-picking — failures are published right next to the successes.

T0

Compiles

PyneComp converts the original Pine source into runnable Python, untouched by human hands.

1000 / 1000 scripts
T1

Runs

PyneCore executes the converted script over 25,000+ bars of real exchange data without errors.

1000 / 1000 compiled
T2

Has measurable output

The run emitted numeric plot or trade data that can be checked. Drawing-only scripts are reported separately.

972 / 1000 with plot/trade output
T3

Matches TradingView

Plot and trade outputs are compared bar by bar and trade by trade against TradingView's own reference.

1353 / 1353 outputs
885 plot + 468 trade outputs

Results at a Glance

Indicators compared plot by plot, strategies trade by trade, against TradingView's own output. The headline counts are over the scripts that produce a comparable numeric reference; a plot PyneCore fails to reproduce counts as a divergence, never as "no reference". Corpus coverage and each script's full detail are in The Corpus below.

Corpus outcome

1000 scripts
  • 945Matches TradingView
  • 0Diverges from TradingView
  • 26Depends on lookahead
  • 1Data-limited (unavailable feed)
  • 28Runs (no reference output)
  • 0Run failed

Indicators — plot verification

474 / 473

indicators clearing the ≥99% plot-match threshold

  • Comparable plot references473 / 502
  • Compared plots >=99%474 / 473
  • Exact plot matches473 / 473
  • Mean on compared plots100%
  • Worst per-script plot match100%

Strategies — trade timing

468 / 468

trade-producing strategies clearing the ≥99% whole-trade timing threshold

  • Trade-producing strategies compared468 / 498
  • Whole-trade timing >=99%468 / 468
  • Plot-verified, no trades produced3
  • Verified strategies (trades or plots)471 / 498
  • TradingView trades checked353,577
  • Exact trade-count matches468 / 468
  • Net profit within tolerance468 / 468
  • Mean entry/exit timing match100% / 100%

How closely — the numbers themselves

99.771%

of the compared plotted values were the identical IEEE-754 double

  • Plotted values compared131,744,274
  • Identical to the bit131,442,877 (99.771%)
  • Scripts bit-exact throughout865 / 884
  • Explained by libm last bits4 / 884
  • Rest, within the published band15 / 884
  • Worst relative gap from TradingView1.2 × 10⁻¹⁰ (~9 sig. figures)

Methodology

Reproducible by design. The manifest pins the exact source of every script with a SHA-256 hash — and TradingView keeps every published version forever, so anyone can re-run the comparison.

run parameters 
symbol      = BINANCE:BTCUSDTtimeframe   = 30 minexceptions  = 48 scripts on their own marketbars        = 25,000+ per scriptulp_limit   = 64 (libm tier)rel_tol     = 1e-9scale_floor = 1e-9 x series mediannet_tol     = 2.0% of the larger netreference   = TradingView exportsources     = SHA-256 pinned manifest
1

Open-source scripts only

A script enters the corpus only if it is published open source, written in a supported Pine version, and its header does not forbid reuse. The detected license is recorded in the manifest.

2

No source redistribution

Only the manifest (name, author, link, license, version, SHA-256) is published. Pine sources are fetched locally, used for measurement, never re-hosted.

3

TradingView is the reference

Reference plots and trade lists come from running the original script on TradingView itself, on the same symbol, timeframe and bar range.

4

Failures stay on the board

Scripts that time out or hit harness limits are reported as-is. A proof you can't falsify is not a proof.

“Matches” is a weak word. Here is what it means.

A percentage only says the outputs landed inside a band, and a band is something we chose. So each compared value is also placed on the one scale that is not ours to choose — the IEEE-754 double both engines store it in. Consecutive representable doubles are one step apart; that step is the finest distinction the type can make.

  • bit-exact Every compared bar produced the identical double. Not “close enough”: the same 64 bits, from the first bar to the last.
  • libm The values differ only in the last bits of the mantissa, and the script reaches a transcendental function — log, exp, pow, the trig family. IEEE-754 requires + − × ÷ and sqrt to be correctly rounded, and requires nothing of those, so CPython's C library and TradingView's Java runtime can both be right and still land a few representable values apart — which a long accumulation then carries forward. The tier is capped at 64 representable values, chosen from measurement: across our own reference corpus the widest such gap is 23. A script whose numbers sit inside that cap but reaches no transcendental is not labelled this way; an explanation has to explain something.

The two tiers sit under the Verified badge in the table, because that is what they are: the rung a verified script reached, never a verdict of their own. Anything else carries no tier line — it agreed within the published band, which is what the Verified badge above already says. The band itself is one number, not two — a relative tolerance. Near zero a relative test has nothing to be relative to, so it falls back on a floor taken from the series' own median magnitude; a fixed absolute floor would be unreachable for a series living at 100,000 and larger than the whole signal for one living at 0.000001.

The band itself, script by script

Agreement “within the band” is a range, not a verdict, so here is the whole tier — worst relative gap first. The worst case is one number; the shape underneath it — a single outlier over a floor of near-exact agreement — is what a bare worst-case or a mean would throw away.

scriptmax_relsig. figures
Machine Learning Moving Average [LuxAlgo]1.2 × 10⁻¹⁰~9
TSI CCI Hull with profit$$$2.8 × 10⁻¹²~11
Reaction Path [BullByte]9.0 × 10⁻¹³~12
the other 12 scripts< 10⁻¹²12+

Don't take our word for it. Every script is pinned by SHA-256, and TradingView keeps every published version. Pull the same script, run it on your own TradingView subscription, and compare it with PyneSys. The numbers are the numbers.

The Corpus

The most-liked open-source Pine scripts on TradingView, in order of community popularity (or whatever you sort the table by — the choice is remembered). Every name links to the original publication.

ATR Fibonacci Trend Envelopes [BigBeluga]by BigBeluga · CC 5,096INDv6Verifiedbit-exact
100%4 plots
—
—30,226
Plot match vs TradingView100%

Accuracy

  • Plots compared4
  • Plotted values compared119,974
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,226
  • Secondary-feed bars99,996
  • Total bars processed130,222
  • Run time2.14 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 16:30
  • Bars30,226
  • Security @ 5 min99,996 bars

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseCC

SHA-256b6cedb2371788a2848f2db0f4ae181ae376d4490af29c34319fb4a6b1b1a126b

View on TradingView Permalink: ATR Fibonacci Trend Envelopes [BigBeluga]
Market Structure Trailing Stop [BigBeluga]by BigBeluga · MPL-2.0 5,094INDv5Verifiedbit-exact
100%10 plots
—
—30,276
Plot match vs TradingView100%

Accuracy

  • Plots compared10
  • Plotted values compared126,024
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,276
  • Run time1.99 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:30
  • Bars30,276

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256058ce0a3255fad1c2568dee23d37203175ff792401f8681218baf8193921df3a

View on TradingView Permalink: Market Structure Trailing Stop [BigBeluga]
Bollinger Bands (Nadaraya Smoothed) | Flux Chartsby fluxchart · MPL-2.0 5,093INDv5Verifiedbit-exact
100%12 plots
—
—30,226
Plot match vs TradingView100%

Accuracy

  • Plots compared12
  • Plotted values compared298,219
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathexp
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,226
  • Run time21.76 s CPU
  • Per-bar time0.72 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 16:30
  • Bars30,226

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv2
  • LicenseMPL-2.0

SHA-256d06d3d5bfc90d936ba588e9ce5de041295cc0f7bc245ff20ed681a370f258103

View on TradingView Permalink: Bollinger Bands (Nadaraya Smoothed) | Flux Charts
VWAP + Fibo Dev Extensions Strategyby UnknownUnicorn4889556 · MPL-2.0 5,088STRv4Verifiedbit-exact
100%5 plots
100%630 / 630
✓100.000%28,299
Plot match vs TradingView100%

Accuracy

  • Trades compared630 TV / 630 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-75,107 / -75,107
  • Plots compared5
  • Plotted values compared141,495
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,299
  • Run time1.68 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-13 13:00
  • Bars28,299

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256f4793efd6965feb386d50bbf53f0e1b873dd66d69a824891022135314419b1e4

View on TradingView Permalink: VWAP + Fibo Dev Extensions Strategy
Bitcoin Logarithmic Growth Curvesby quantadelic 5,081INDv4Verifiedbit-exact
100%11 plots
—
—30,276
Plot match vs TradingView100%

Accuracy

  • Plots compared11
  • Plotted values compared333,036
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathlog, log10, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,276
  • Run time1.40 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:30
  • Bars30,276

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv3
  • Licenseunspecified

SHA-25613ff86c25df2896aaa6fd2427e54442778d5c8d587470067a573eb3b903723ff

View on TradingView Permalink: Bitcoin Logarithmic Growth Curves
QQE MOD + SSL Hybrid + Waddah Attar Explosionby kevinmck100 5,075STRv5Verifiedbit-exact
100%24 plots
100%1,045 / 1,045
✓100.000%28,255
Plot match vs TradingView100%

Accuracy

  • Trades compared1,045 TV / 1,045 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-288 / -288
  • Plots compared24
  • Plotted values compared616,383
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, cos, exp, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,255
  • Run time4.71 s CPU
  • Per-bar time0.17 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-12 15:00
  • Bars28,255

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv3
  • Licenseunspecified

SHA-256c1d707c22d2837ba6cdd41121c5060d8b51768f92a1ac877ca6a6e1b4353f522

View on TradingView Permalink: QQE MOD + SSL Hybrid + Waddah Attar Explosion
AI Moving Average (Expo)by Zeiierman · CC 5,074INDv5Verifiedbit-exact
100%6 plots
—
—30,276
Plot match vs TradingView100%

Accuracy

  • Plots compared6
  • Plotted values compared59,548
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,276
  • Run time4.72 s CPU
  • Per-bar time0.16 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:30
  • Bars30,276

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv2
  • LicenseCC

SHA-256c1f1954700a4b22fb5c9e437b42d96cb7b2f802200d820221adba5e78c9dfe0d

View on TradingView Permalink: AI Moving Average (Expo)
Machine Learning Momentum Index (MLMI) [Zeiierman]by Zeiierman · CC 5,071INDv5Verifiedbit-exact
100%5 plots
—
—30,276
Plot match vs TradingView100%

Accuracy

  • Plots compared5
  • Plotted values compared147,285
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,276
  • Run time15.61 s CPU
  • Per-bar time0.52 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:30
  • Bars30,276

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv2
  • LicenseCC

SHA-25620569c77aef32178092c483be6aac2ea2ce8b56fa4969fec8e85b5a946634903

View on TradingView Permalink: Machine Learning Momentum Index (MLMI) [Zeiierman]
Smart Money Setup 01 [TradingFinder]Double Order Blocks Proofby TradingFinder · MPL-2.0 5,061INDv5Verifiedbit-exact
100%2 plots
—
—30,520
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared61,040
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,520
  • Run time1.33 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:30
  • Bars30,520

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256de67db07d0ebcff881439a19b4fa7e9f0030af8c13eb8a904df496e270d93142

View on TradingView Permalink: Smart Money Setup 01 [TradingFinder]Double Order Blocks Proof
Delta Reaction Zones [BOSWaves]by BOSWaves · MPL-2.0 5,053INDv6Verifiedbit-exact
100%2 plots
—
—30,276
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared60,552
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,276
  • Run time6.33 s CPU
  • Per-bar time0.21 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:30
  • Bars30,276

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-2561098dbafb24dbbfad186beaa4875b57e90ac3e0da6aaac410c8fd39745d00d33

View on TradingView Permalink: Delta Reaction Zones [BOSWaves]
Predictive Channels [LuxAlgo]by LuxAlgo · CC 5,047INDv5Verifiedbit-exact
100%6 plots
—
—30,520
Plot match vs TradingView100%

Accuracy

  • Plots compared6
  • Plotted values compared183,120
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,520
  • Run time0.87 s CPU
  • Per-bar time0.03 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:30
  • Bars30,520

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv2
  • LicenseCC

SHA-25661ab238ff82fcd5d343624f3221d55b927c2eca46424fff56818307a57cb85ca

View on TradingView Permalink: Predictive Channels [LuxAlgo]
RSI Trendlines with Breakoutsby HoanGhetti · MPL-2.0 5,044INDv5Verifiedbit-exact
100%1 plot
—
—30,520
Plot match vs TradingView100%

Accuracy

  • Plots compared1
  • Plotted values compared30,506
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,520
  • Run time2.56 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:30
  • Bars30,520

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv9
  • LicenseMPL-2.0

SHA-25651f3669b7d98b0bc07bff3b36d8a6f8a95bccca208f22d4c75b76c6a697dc178

View on TradingView Permalink: RSI Trendlines with Breakouts
Gann High Lowby KivancOzbilgic 5,037INDv5Verifiedbit-exact
100%1 plot
—
—30,520
Plot match vs TradingView100%

Accuracy

  • Plots compared1
  • Plotted values compared30,500
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,520
  • Run time0.87 s CPU
  • Per-bar time0.03 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:30
  • Bars30,520

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv2
  • Licenseunspecified

SHA-25609a23618fae2ffe9a33e017336dbd0299cbe46598d15ef28ce373c52ed02c4fe

View on TradingView Permalink: Gann High Low
Stochastic Z-Score [AlgoAlpha]by AlgoAlpha · MPL-2.0 5,037INDv6Verifiedbit-exact
100%14 plots
—
—30,520
Plot match vs TradingView100%

Accuracy

  • Plots compared14
  • Plotted values compared339,487
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathta.alma (Gaussian weights via exp)
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,520
  • Run time2.56 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:30
  • Bars30,520

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-2562af9aa6d2bb5914d27eefe531f22f231047197924a0c3f8dfb28f7ad1811e922

View on TradingView Permalink: Stochastic Z-Score [AlgoAlpha]
Luxy Super-Duper SuperTrend Predictor Engine and Buy/Sell signalby orenluxy 5,022INDv6Verifiedbit-exact
100%17 plots
—
—30,523
Plot match vs TradingView100%

Accuracy

  • Plots compared17
  • Plotted values compared518,423
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathlog, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,523
  • Run time8.26 s CPU
  • Per-bar time0.27 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 21:00
  • Bars30,523

Source

  • Pine versionv6
  • Script revisionv5
  • Licenseunspecified

SHA-2569bf7bc625f046fd3d640ac2f1c93f707bd595621cc7bd0967642b553680bea7b

View on TradingView Permalink: Luxy Super-Duper SuperTrend Predictor Engine and Buy/Sell signal
SMT Divergence ICT 01 [TradingFinder] Smart Money Techniqueby TradingFinder · MPL-2.0 5,014INDv5Verifiedbit-exact
100%4 plots
—
—30,523
Plot match vs TradingView100%

Accuracy

  • Plots compared4
  • Plotted values compared121,908
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,523
  • Secondary-feed bars20,575
  • Total bars processed51,098
  • Run time4.00 s CPU
  • Per-bar time0.13 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 21:00
  • Bars30,523
  • Security XAUUSD @ 30 min20,575 bars

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv1
  • LicenseMPL-2.0

SHA-25662e8b543e5de77993d513d37593c25719fce178d09bb08e12b45071682a48247

View on TradingView Permalink: SMT Divergence ICT 01 [TradingFinder] Smart Money Technique
Trend Speed Analyzer (Zeiierman)by Zeiierman · CC 5,012INDv6Verifiedbit-exact
100%7 plots
—
—30,523
Plot match vs TradingView100%

Accuracy

  • Plots compared7
  • Plotted values compared213,309
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,523
  • Run time1.58 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 21:00
  • Bars30,523

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseCC

SHA-25636e1f67f53c245f86516097a1775ea98ff3052d12693578a43d1738b504660a4

View on TradingView Permalink: Trend Speed Analyzer (Zeiierman)
Trailing SL Strategy [QuantNomad]by QuantNomad 5,006STRv4Verifiedbit-exact
100%1 plot
100%131 / 131
✓100.000%28,268
Plot match vs TradingView100%

Accuracy

  • Trades compared131 TV / 131 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-7,661 / -7,661
  • Plots compared1
  • Plotted values compared28,268
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,268
  • Run time1.96 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-12 21:30
  • Bars28,268

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv1
  • Licenseunspecified

SHA-25650ffa3d5d673ac4caf50be9c2f781dabccbc84816fdb021b98b209c4d0b64ad3

View on TradingView Permalink: Trailing SL Strategy [QuantNomad]
Stochastic Heat Mapby Violent · MPL-2.0 5,005INDv4Verifiedbit-exact
100%31 plots
—
—30,523
Plot match vs TradingView100%

Accuracy

  • Plots compared31
  • Plotted values compared945,633
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,523
  • Run time6.15 s CPU
  • Per-bar time0.20 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 21:00
  • Bars30,523

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv12
  • LicenseMPL-2.0

SHA-25644f025c3c86ffe9d73622743c426f64106338a3dd28d9c9372382e8fe8423753

View on TradingView Permalink: Stochastic Heat Map
EMA 9/21 with Target Price [SS]by Steversteves 4,999INDv5Verifiedbit-exact
100%4 plots
—
—30,523
Plot match vs TradingView100%

Accuracy

  • Plots compared4
  • Plotted values compared62,403
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,523
  • Run time10.27 s CPU
  • Per-bar time0.34 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 21:00
  • Bars30,523

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv2
  • Licenseunspecified

SHA-256063e47dbe82df726b9c83c1ef9e85bd8eb5f302caacf9181b91eaa9d3b0e9209

View on TradingView Permalink: EMA 9/21 with Target Price [SS]
Bollinger Band with RSIby lolnopls 4,987STRv4Verifiedbit-exact
100%5 plots
100%661 / 661
✓100.000%28,269
Plot match vs TradingView100%

Accuracy

  • Trades compared661 TV / 661 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-7,750 / -7,750
  • Plots compared5
  • Plotted values compared84,779
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,269
  • Run time2.58 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-12 22:00
  • Bars28,269

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv2
  • Licenseunspecified

SHA-2560a5e742164ea94471664c98e4722c9b5ec919aa86e70634807fca98e1e6c71f0

View on TradingView Permalink: Bollinger Band with RSI
SUPERTREND ATR WITH TRAILING STOP LOSSby exit490 · MIT 4,900STRv4Lookahead
99.96%5 plots
99.68%621 / 621
✗104.280%28,269
Plot match vs TradingView99.9%

Lookahead, measured — run once with PyneCore's own rules and once with TradingView's future-leaks restored (an open higher-timeframe period read as if it had closed, or a body re-running mid-bar handed the completed bar), the script's own plots differ. Its results depend on data its bars could not have had, so its TradingView reference is itself a lookahead result. With the future-leaks restored on the PyneCore side too, its plots match TradingView 100%. Held apart from the accuracy score.

Accuracy

  • Trades compared621 TV / 621 Pyne
  • Whole-trade match99.68%
  • Entry timing match99.84%
  • Exit timing match99.84%
  • Extra Pyne entries1
  • Net profit (TV / Pyne)-275 / -286
  • Plots compared5
  • Plotted values compared56,574
  • Identical to the bit100%
  • Worst gapsame double
  • Bars plotted by one side only22
  • Match on values alone100%
  • Pearson correlation (min)1.000000
  • Worst-matching plotEntry Price

Run

  • Bars executed28,269
  • Run time2.86 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-12 22:00
  • Bars28,269

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv1
  • LicenseMIT

SHA-25613536f2dfd3c5b3b1c81195596ec13cd53b2e551303011b14540f965fb2db868

View on TradingView Permalink: SUPERTREND ATR WITH TRAILING STOP LOSS
ICT Master Suite [Trading IQ]by Trading-IQ · MPL-2.0 4,837STRv5Verified
—
100%27 / 27
✓100.000%28,125

Accuracy

  • Trades compared27 TV / 27 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)0 / 0

Run

  • Bars executed28,125
  • Secondary-feed bars3,280
  • Total bars processed31,405
  • Run time20.21 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-09 22:00
  • Bars28,125
  • Security @ 1D3,280 bars

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv2
  • LicenseMPL-2.0

SHA-256e5f1618204d27d454043fede7f6afe4d84a548eee86188d6d15fb01dd949dc49

View on TradingView Permalink: ICT Master Suite [Trading IQ]
Captain Backtest Model [TFO]by tradeforopp · MPL-2.0 4,744STRv5Verifiedbit-exact
100%3 plots
100%386 / 386
✓100.000%28,271
Plot match vs TradingView100%

Accuracy

  • Trades compared386 TV / 386 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-4,767 / -4,767
  • Plots compared3
  • Plotted values compared84,813
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,271
  • Run time1.58 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-12 23:00
  • Bars28,271

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv2
  • LicenseMPL-2.0

SHA-256c45e16108500a72c7dbf5f0c3bae29539e4e09e64f185e62c66e3ba9dd1a8956

View on TradingView Permalink: Captain Backtest Model [TFO]
72s Strat: Backtesting Adaptive HMA+ pt.1by io72signals · MPL-2.0 4,692STRv4Verifiedbit-exact
100%22 plots
100%293 / 293
✓100.000%28,271
Plot match vs TradingView100%

Accuracy

  • Trades compared293 TV / 293 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-4,805 / -4,805
  • Plots compared22
  • Plotted values compared224,101
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathacos, atan
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,271
  • Run time4.42 s CPU
  • Per-bar time0.16 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-12 23:00
  • Bars28,271

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv3
  • LicenseMPL-2.0

SHA-256497e6be4645887a8e5857119f7053ec7f42e7459a2fe92ceb0f93054532e8d0e

View on TradingView Permalink: 72s Strat: Backtesting Adaptive HMA+ pt.1

Every script on this page was compiled by PyneComp and run by PyneCore. Both are live.

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