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 / 474

indicators clearing the ≥99% plot-match threshold

  • Comparable plot references474 / 502
  • Compared plots >=99%474 / 474
  • Exact plot matches474 / 474
  • 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 compared131,744,275
  • Identical to the bit131,442,893 (99.771%)
  • Scripts bit-exact throughout866 / 884
  • Explained by libm last bits3 / 884
  • Rest, within the published band15 / 884
  • Worst relative gap from TradingView6.3 × 10⁻¹² (~11 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]6.3 × 10⁻¹²~11
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.

ABCD Strategyby kerok3g · MPL-2.0 751STRv5Verifiedbit-exact
100%2 plots
100%90 / 90
✓100.000%30,694
Plot match vs TradingView100%

Accuracy

  • Trades compared90 TV / 90 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)8,156 / 8,156
  • Plots compared2
  • Plotted values compared3,917
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,694
  • Run time1.19 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 10:30
  • Bars30,694

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv3
  • LicenseMPL-2.0

SHA-256d9ae666d854055164e14f790a1659c2e2796da14f27cbcaa7807742f469348c2

View on TradingView Permalink: ABCD Strategy
Precision Trading Strategy: Golden Edgeby iamjasonj 751STRv5Verified
—
100%36 / 36
✓100.000%19,984

Accuracy

  • Trades compared36 TV / 36 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)42,398 / 42,398

Run

  • Bars executed19,984
  • Run time0.81 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-10-02 12:00
  • Bars19,984

Source

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

SHA-256277c9e8bb42caba386ff973e26398c95d7f373dde1900a0dcc183e39d057808e

View on TradingView Permalink: Precision Trading Strategy: Golden Edge
20 / 200 SMA Strategy - by gpmpastorsc 750STRv5Verifiedbit-exact
100%8 plots
100%1,172 / 1,172
✓100.000%30,708
Plot match vs TradingView100%

Accuracy

  • Trades compared1,172 TV / 1,172 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-16,707 / -16,707
  • Plots compared8
  • Plotted values compared245,446
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,708
  • Run time1.42 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 17:30
  • Bars30,708

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv1
  • Licenseunspecified

SHA-256d81e78f0816a535275da1c0bdbb076f70fd4fbe925f310bcc93ac6969d484ba2

View on TradingView Permalink: 20 / 200 SMA Strategy -
Estrategia Larry Connors [JoseMetal]by JoseMetal · MPL-2.0 749STRv5Verifiedbit-exact
100%9 plots
100%604 / 604
✓100.000%30,709
Plot match vs TradingView100%

Accuracy

  • Trades compared604 TV / 604 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-40 / -40
  • Plots compared9
  • Plotted values compared64,928
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,709
  • Run time1.78 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 18:00
  • Bars30,709

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv4
  • LicenseMPL-2.0

SHA-2560d29917ff6aecc4fea83dc3a3bff8ab5851b44404e74e7e2e4e8f99f8c04168b

View on TradingView Permalink: Estrategia Larry Connors [JoseMetal]
Triple EMA + RSI + ATRby fhfsb 749STRv5Verifiedbit-exact
100%5 plots
100%1,909 / 1,909
✓100.000%30,708
Plot match vs TradingView100%

Accuracy

  • Trades compared1,909 TV / 1,909 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-978,011 / -978,011
  • Plots compared5
  • Plotted values compared153,458
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,708
  • Run time1.15 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 17:30
  • Bars30,708

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv1
  • Licenseunspecified

SHA-256899187528aaba6b1e004c478e391c0d80c2b8951cdfec1d1703ebdd11d136e97

View on TradingView Permalink: Triple EMA + RSI + ATR
Auto Fib Golden Pocket Band - Strategy with Buy Signalsby imal_max · MPL-2.0 748STRv5Verifiedbit-exact
100%3 plots
100%133 / 133
✓100.000%30,709
Plot match vs TradingView100%

Accuracy

  • Trades compared133 TV / 133 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-3,800 / -3,800
  • Plots compared3
  • Plotted values compared71,238
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,709
  • Run time3.48 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 18:00
  • Bars30,709

Source

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

SHA-256de45813b104ab57ecaab640369537ca739b98dc7eb71e32f4ded81a12ddc7bea

View on TradingView Permalink: Auto Fib Golden Pocket Band - Strategy with Buy Signals
Linear Regression Channel Breakout Strategyby chanu_lev10k · MPL-2.0 746STRv5Verified
—
100%560 / 560
✓100.000%30,711

Accuracy

  • Trades compared560 TV / 560 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,451 / -1,451

Run

  • Bars executed30,711
  • Run time1.72 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 19:00
  • Bars30,711

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv3
  • LicenseMPL-2.0

SHA-256b782426aa06471051b89c05c540e610165cc52265c7963426dfc06d829bc9834

View on TradingView Permalink: Linear Regression Channel Breakout Strategy
McGinley T3 Flow Campaign [NICK789] v.1by NICK789 · MPL-2.0 746STRv6Verifiedbit-exact
100%8 plots
100%101 / 101
✓100.000%30,710
Plot match vs TradingView100%

Accuracy

  • Trades compared101 TV / 101 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-4,965 / -4,965
  • Plots compared8
  • Plotted values compared184,260
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,710
  • Run time2.49 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 18:30
  • Bars30,710

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-2569463e8e9a951580df1c49e69ba839e31573b0c231e132ef2590e7ea0b7bb5a6c

View on TradingView Permalink: McGinley T3 Flow Campaign [NICK789] v.1
ATR_RSI_Strategy v2 with no repaint [liwei666]by liwei666 745STRv5Verified
—
100%595 / 595
✓100.000%30,711

Accuracy

  • Trades compared595 TV / 595 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-734 / -734

Run

  • Bars executed30,711
  • Run time1.55 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 19:00
  • Bars30,711

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv5
  • Licenseunspecified

SHA-256ad1599f095635f5e165669728134ca030252a5dba9d707ee4e81ccf0f56547b5

View on TradingView Permalink: ATR_RSI_Strategy v2 with no repaint [liwei666]
High Gain Volume Strategy Only 2 Candles by Dreadblitz 744STRv4Lookahead
—
63.05%4,016 / 3,915
✗-3.139%30,711

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 trades 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 trades match TradingView 100%. Held apart from the accuracy score.

Accuracy

  • Trades compared4,016 TV / 3,915 Pyne
  • Whole-trade match63.05%
  • Entry timing match75.2%
  • Exit timing match83.42%
  • Extra Pyne entries895
  • Net profit (TV / Pyne)11,407 / -358

Run

  • Bars executed30,711
  • Run time3.19 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 19:00
  • Bars30,711

Source

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

SHA-2565854294befd6b585d5574ae15490dd8522ec82bbc6b5797ca7fe2ff53107c78b

View on TradingView Permalink: High Gain Volume Strategy Only 2 Candles
Gaussian Channel Strategyby RezzoRedPriest · MPL-2.0 739STRv6Verifiedbit-exact
100%3 plots
100%2,527 / 2,527
✓100.000%30,686
Plot match vs TradingView100%

Accuracy

  • Trades compared2,527 TV / 2,527 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)17,179 / 17,179
  • Plots compared3
  • Plotted values compared92,058
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, cos, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,686
  • Run time2.42 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 06:30
  • Bars30,686

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256427fbb5c67f07ebd785e1014be3dc762fe31cec7d28e176e78feaecba54cdcfc

View on TradingView Permalink: Gaussian Channel Strategy
Turtle Trader Strategyby geneZ_fi · MPL-2.0 739STRv5Verifiedbit-exact
100%10 plots
100%2,313 / 2,313
✓100.000%30,710
Plot match vs TradingView100%

Accuracy

  • Trades compared2,313 TV / 2,313 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-824 / -824
  • Plots compared10
  • Plotted values compared294,226
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,710
  • Run time2.90 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 18:30
  • Bars30,710

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv3
  • LicenseMPL-2.0

SHA-256366c51c07b050d6080018ea5713a820100c6dec4983abd35565af27fda476e73

View on TradingView Permalink: Turtle Trader Strategy
Fractal Proximity MA Aligment Scalping Strategyby UnknownUnicorn13336802 738STRv5Verifiedbit-exact
100%18 plots
100%4,238 / 4,238
✓100.000%30,712
Plot match vs TradingView100%

Accuracy

  • Trades compared4,238 TV / 4,238 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-132,886 / -132,886
  • Plots compared18
  • Plotted values compared551,979
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, exp, log, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,712
  • Run time12.89 s CPU
  • Per-bar time0.42 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 19:30
  • Bars30,712

Source

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

SHA-25637d45ebcf933c56144405bac6c3d3df95b3aba352e7fa65c0b3ed45529dce8d3

View on TradingView Permalink: Fractal Proximity MA Aligment Scalping Strategy
Inside Bar Strategy w/ SLby tweakerID · MPL-2.0 738STRv4Verifiedbit-exact
100%9 plots
100%626 / 626
✓100.000%30,712
Plot match vs TradingView100%

Accuracy

  • Trades compared626 TV / 626 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-5,579 / -5,579
  • Plots compared9
  • Plotted values compared150,674
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,712
  • Run time2.46 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 19:30
  • Bars30,712

Source

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

SHA-2567cdf09d9c51fe014c4b632d988767d48b56cfab421e06ab5e9ad994f5fd5c571

View on TradingView Permalink: Inside Bar Strategy w/ SL
Rob Booker - ADX Breakout updated to pinescript V5by Powerscooter 738STRv5Verifiedbit-exact
100%4 plots
100%420 / 420
✓100.000%30,712
Plot match vs TradingView100%

Accuracy

  • Trades compared420 TV / 420 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)35,724 / 35,724
  • Plots compared4
  • Plotted values compared61,384
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,712
  • Run time1.32 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 19:30
  • Bars30,712

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv1
  • Licenseunspecified

SHA-2569079f8f969ab172244baad54f3586c36c397e25c226fc7bf3f4b5603c6ab3640

View on TradingView Permalink: Rob Booker - ADX Breakout updated to pinescript V5
Adaptive Fibonacci Pullback System -FibonacciFluxby FibonacciFlux · CC 735STRv6Verifiedbit-exact
100%17 plots
100%172 / 172
✓100.000%27,617
Plot match vs TradingView100%

Accuracy

  • Trades compared172 TV / 172 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)51 / 51
  • Plots compared17
  • Plotted values compared469,455
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Secondary-feed bars99,957
  • Total bars processed127,574
  • Run time6.17 s CPU
  • Per-bar time0.22 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 08:00
  • Bars27,617
  • Security @ 1 min99,957 bars

Source

  • Pine versionv6
  • Script revisionv3
  • LicenseCC

SHA-2568a022564d6f1372a27bc9209d9da02442cb07b11be3c99574c343a2f2b085ce9

View on TradingView Permalink: Adaptive Fibonacci Pullback System -FibonacciFlux
Crossing Moving Averages with ADX Filter)by BangtheClose 735STRv6Verifiedbit-exact
100%2 plots
100%685 / 685
✓100.000%30,686
Plot match vs TradingView100%

Accuracy

  • Trades compared685 TV / 685 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-19,188 / -19,188
  • Plots compared2
  • Plotted values compared61,234
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,686
  • Run time1.14 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 06:30
  • Bars30,686

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256f622a9dfc441be7cbafac31402d23cf7aaada008479644abbcc296285312f289

View on TradingView Permalink: Crossing Moving Averages with ADX Filter)
Hulk Grid Algorithm V2 - The Quant Scienceby thequantscience 735STRv6Verifiedbit-exact
100%12 plots
100%95 / 95
✓100.000%30,713
Plot match vs TradingView100%

Accuracy

  • Trades compared95 TV / 95 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)302 / 302
  • Plots compared12
  • Plotted values compared337,843
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow

Run

  • Bars executed30,713
  • Run time2.55 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:LTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 20:00
  • Bars30,713

Source

  • Pine versionv6
  • Script revisionv2
  • Licenseunspecified

SHA-25648bc3a931044a09b975aab9a4ce7dd4fd1c8a9f07e94e2a4081ffdaaa357c62a

View on TradingView Permalink: Hulk Grid Algorithm V2 - The Quant Science
Volume Difference Delta Cycle Oscillatorby tathal · MPL-2.0 733STRv5Verifiedbit-exact
100%1 plot
100%145 / 145
✓100.000%19,987
Plot match vs TradingView100%

Accuracy

  • Trades compared145 TV / 145 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-458,562 / -458,562
  • Plots compared1
  • Plotted values compared19,944
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed19,987
  • Run time1.85 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:ETHUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-10-02 12:00
  • Bars19,987

Source

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

SHA-2566e133a133bebd1384de7937caa8b3be825ff331464052eb3b66921fba0ccfffc

View on TradingView Permalink: Volume Difference Delta Cycle Oscillator
MACD Liquidity Tracker Strategy [Quant Trading]by Quant_Trading_Pro · MPL-2.0 731STRv6Verifiedbit-exact
100%12 plots
100%240 / 240
✓100.000%27,617
Plot match vs TradingView100%

Accuracy

  • Trades compared240 TV / 240 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-561 / -561
  • Plots compared12
  • Plotted values compared330,740
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Run time1.55 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 08:00
  • Bars27,617

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256a7598f0c0d04560e102907d56c53a0e74b2a71f64005b96adfc6eb9a4eb3f310

View on TradingView Permalink: MACD Liquidity Tracker Strategy [Quant Trading]
Horizontal Ray from Specified Dateby finallynitin · MPL-2.0 727INDv6Verifiedbit-exact
100%3 plots
—
—30,642
Plot match vs TradingView100%

Accuracy

  • Plots compared3
  • Plotted values compared2,358
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,642
  • Run time0.84 s CPU
  • Per-bar time0.03 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 08:30
  • Bars30,642

Source

  • Pine versionv6
  • Script revisionv2
  • LicenseMPL-2.0

SHA-256c73807e444882fa2ecf13ac95ef46f3f7e099555ce96c534059437c2ec38e46e

View on TradingView Permalink: Horizontal Ray from Specified Date
Auto Trend Lines + Signals + Supertrendby antanest · MPL-2.0 719INDv6Verifiedbit-exact
100%7 plots
—
—30,655
Plot match vs TradingView100%

Accuracy

  • Plots compared7
  • Plotted values compared214,576
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathexp, log
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,655
  • Run time1.45 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 15:00
  • Bars30,655

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256048a82191424a4b3481d67d2bb7dbe45e9987723090c126c7cd0bdf07be57e28

View on TradingView Permalink: Auto Trend Lines + Signals + Supertrend
Gradient Trend Filter STRATEGY [ChartPrime/PineIndicators]by PineIndicators · MPL-2.0 715STRv6Verifiedbit-exact
100%9 plots
100%194 / 194
✓100.000%27,617
Plot match vs TradingView100%

Accuracy

  • Trades compared194 TV / 194 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-3,165 / -3,165
  • Plots compared9
  • Plotted values compared193,708
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Run time4.78 s CPU
  • Per-bar time0.17 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 08:00
  • Bars27,617

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256001c07142e81a75a81bd2cef4b19f5d754e11ada741e4b873ed4a2bf2964e068

View on TradingView Permalink: Gradient Trend Filter STRATEGY [ChartPrime/PineIndicators]
ICT 10AM First FVG Daily Strategyby mehmettopbas_ 712STRv6Verified
—
100%264 / 264
✓100.000%30,654

Accuracy

  • Trades compared264 TV / 264 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)4,304 / 4,304

Run

  • Bars executed30,654
  • Run time1.45 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 14:30
  • Bars30,654

Source

  • Pine versionv6
  • Script revisionv2
  • Licenseunspecified

SHA-25684397d1c5a07d227b26fc5223e204acace91fb0050bb8faa4e59f99ea81418d8

View on TradingView Permalink: ICT 10AM First FVG Daily Strategy
SuperTrend AI Adaptive - Strategy [BTC]by DefinedEdge · MPL-2.0 712STRv6Verifiedbit-exact
100%11 plots
100%304 / 304
✓100.000%27,617
Plot match vs TradingView100%

Accuracy

  • Trades compared304 TV / 304 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-5,159 / -5,159
  • Plots compared11
  • Plotted values compared222,153
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Run time2.32 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 08:00
  • Bars27,617

Source

  • Pine versionv6
  • Script revisionv2
  • LicenseMPL-2.0

SHA-256b820dcf502f07074090f1b7666923e14b74f2b019850aab2358490721b93dc5d

View on TradingView Permalink: SuperTrend AI Adaptive - Strategy [BTC]

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

Try PyneComp Convert your first Pine script at pynesys.io