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.

Zendog V3 backtest DCA bot 3commasby zendog123 1,136STRv5Verifiedbit-exact
100%5 plots
100%97 / 97
✓100.000%29,704
Plot match vs TradingView100%

Accuracy

  • Trades compared97 TV / 97 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)1,537 / 1,537
  • Plots compared5
  • Plotted values compared66,224
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,704
  • Run time2.92 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-11 19:30
  • Bars29,704

Source

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

SHA-256a59db2a94455ac7e353dfb0cc8db144d2aa1f6f14a6a894d302ff03b89f8fce5

View on TradingView Permalink: Zendog V3 backtest DCA bot 3commas
Grover Llorens Activator Strategy Analysisby alexgrover · CC 1,134STRv4Verifiedbit-exact
100%2 plots
100%500 / 500
✓100.000%29,704
Plot match vs TradingView100%

Accuracy

  • Trades compared500 TV / 500 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)23,992 / 23,992
  • Plots compared2
  • Plotted values compared59,408
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,704
  • Run time1.56 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-11 19:30
  • Bars29,704

Source

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

SHA-2569c54c2bcd57792574f21eb4a53aaa13815088ac91d21a1d50047e0246ea1ea1f

View on TradingView Permalink: Grover Llorens Activator Strategy Analysis
VWMA with kNN Machine Learning: MFI/ADXby lastguru · MPL-2.0 1,133STRv4Verifiedbit-exact
100%2 plots
100%198 / 198
✓100.000%29,704
Plot match vs TradingView100%

Accuracy

  • Trades compared198 TV / 198 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-40,231 / -40,231
  • Plots compared2
  • Plotted values compared59,378
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,704
  • Run time11.45 s CPU
  • Per-bar time0.39 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-11 19:30
  • Bars29,704

Source

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

SHA-256e40b72ee877aa618324aae9b1872860d58c9e877e8a184f8a2a6c2dd452717c3

View on TradingView Permalink: VWMA with kNN Machine Learning: MFI/ADX
robotrading ZZ-8 fractalsby ROBO_Trading 1,131STRv4Verifiedbit-exact
100%4 plots
100%1,059 / 1,059
✓100.000%29,704
Plot match vs TradingView100%

Accuracy

  • Trades compared1,059 TV / 1,059 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-73 / -73
  • Plots compared4
  • Plotted values compared118,804
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,704
  • Run time1.92 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-11 19:30
  • Bars29,704

Source

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

SHA-2562ffa65b75c2f0c98b863d0e70a54c6bbf57712e1a610bb44e94a4dfa4f32ff64

View on TradingView Permalink: robotrading ZZ-8 fractals
PercentX Trend Follower [Trendoscope]by Trendoscope · CC 1,121STRv5Verifiedbit-exact
100%7 plots
100%531 / 531
✓100.000%29,724
Plot match vs TradingView100%

Accuracy

  • Trades compared531 TV / 531 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)30,624 / 30,624
  • Plots compared7
  • Plotted values compared149,130
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,724
  • Run time4.14 s CPU
  • Per-bar time0.14 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 05:30
  • Bars29,724

Source

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

SHA-256f0ddd85dead883cc2f17036d09c2ff3293851113a928ef55ee5debd02ae49d46

View on TradingView Permalink: PercentX Trend Follower [Trendoscope]
Uhl MA System - Strategy Analysisby alexgrover · MPL-2.0 1,116STRv4Verifiedbit-exact
100%2 plots
100%323 / 323
✓100.000%29,724
Plot match vs TradingView100%

Accuracy

  • Trades compared323 TV / 323 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-56,152 / -56,152
  • Plots compared2
  • Plotted values compared59,448
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,724
  • Run time1.51 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 05:30
  • Bars29,724

Source

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

SHA-256a214041df1bd28198f43dd318a5bab9024cf7051b7a9a958f58d370e0cbd9200

View on TradingView Permalink: Uhl MA System - Strategy Analysis
Trend Reversal Alerts Strategy [4H/3M]by sequentialvision 1,115STRv6Verifiedbit-exact
100%1 plot
100%2,610 / 2,610
✓100.000%30,686
Plot match vs TradingView100%

Accuracy

  • Trades compared2,610 TV / 2,610 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-46,395 / -46,395
  • Plots compared1
  • Plotted values compared30,686
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,686
  • Run time1.06 s CPU
  • Per-bar time0.03 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv2
  • Licenseunspecified

SHA-256e12472bb81b6f8dd838fba623796f8593ea6bf7e4196b5369316f9bdb6960f6b

View on TradingView Permalink: Trend Reversal Alerts Strategy [4H/3M]
ATR Trend Strategy with Moving Average | Fixed TP/SL versionby lahonglam · MPL-2.0 1,111STRv6Verifiedbit-exact
100%13 plots
100%110 / 110
✓100.000%27,615
Plot match vs TradingView100%

Accuracy

  • Trades compared110 TV / 110 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)192 / 192
  • Plots compared13
  • Plotted values compared355,501
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, exp, log, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,615
  • Run time4.55 s CPU
  • Per-bar time0.16 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 07:00
  • Bars27,615

Source

  • Pine versionv6
  • Script revisionv3
  • LicenseMPL-2.0

SHA-256e648053886d85db61c396532ac6d8286a4d4ce2561e9382832d6fef96dce3690

View on TradingView Permalink: ATR Trend Strategy with Moving Average | Fixed TP/SL version
Octopus Nest Strategy by simwai · CC 1,109STRv5Verifiedbit-exact
100%10 plots
100%42 / 42
✓100.000%29,735
Plot match vs TradingView100%

Accuracy

  • Trades compared42 TV / 42 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)164 / 164
  • Plots compared10
  • Plotted values compared78,393
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,735
  • Run time3.36 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 11:00
  • Bars29,735

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv11
  • LicenseCC

SHA-256fb4d920f59367006e540aab51a4b4dd3164d367adef517b526b32e6f74f1358c

View on TradingView Permalink: Octopus Nest Strategy
Ichimoku Cloud Back testby Yo_adriiiiaan 1,099STRv4Verifiedbit-exact
100%5 plots
100%793 / 793
✓100.000%29,735
Plot match vs TradingView100%

Accuracy

  • Trades compared793 TV / 793 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-669 / -669
  • Plots compared5
  • Plotted values compared148,566
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,735
  • Run time2.02 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 11:00
  • Bars29,735

Source

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

SHA-256f8253f6459cd3f3af12c86bc6871c910873ec30a2478d7c8465a7cb28a39fae8

View on TradingView Permalink: Ichimoku Cloud Back test
MTF stochastic strategyby 03.freeman 1,095STRv4Verifiedbit-exact
100%4 plots
100%624 / 624
✓100.000%29,735
Plot match vs TradingView100%

Accuracy

  • Trades compared624 TV / 624 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-74,870 / -74,870
  • Plots compared4
  • Plotted values compared118,840
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,735
  • Run time4.02 s CPU
  • Per-bar time0.14 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 11:00
  • Bars29,735

Source

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

SHA-25649932579fdc820bc26be554109dfb6d7394fbf5310b7f4a2920c692e37b96f45

View on TradingView Permalink: MTF stochastic strategy
Fibonacci Trend Reversal Strategyby nioboi · MPL-2.0 1,091STRv6Verifiedbit-exact
100%13 plots
100%234 / 234
✓100.000%21,405
Plot match vs TradingView100%

Accuracy

  • Trades compared234 TV / 234 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-94 / -94
  • Plots compared13
  • Plotted values compared88,943
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed21,405
  • Run time2.45 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBYBIT:WIFUSDT.P
  • Timeframe5 min
  • From2026-07-20 00:00
  • To2026-10-02 07:40
  • Bars21,405

Source

  • Pine versionv6
  • Script revisionv7
  • LicenseMPL-2.0

SHA-256613f955a6786c4181cee92f5888da0d59b7f670cdb5b16946ba3144ef555e5b7

View on TradingView Permalink: Fibonacci Trend Reversal Strategy
Scalping The Bull - Two EMA Strategyby TheSocialCryptoClub · CC 1,089STRv5Verifiedbit-exact
100%3 plots
100%732 / 732
✓100.000%29,735
Plot match vs TradingView100%

Accuracy

  • Trades compared732 TV / 732 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,001 / -1,001
  • Plots compared3
  • Plotted values compared59,402
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,735
  • Run time1.71 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 11:00
  • Bars29,735

Source

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

SHA-2567c93b4f61d7ae489c162665fd6423606f05368550a834835139433ab93e65e75

View on TradingView Permalink: Scalping The Bull - Two EMA Strategy
Ultimate Prop Firm [Artillery]by ArtilleryTrades 1,088STRv6Verifiedbit-exact
100%2 plots
100%504 / 504
✓100.000%29,735
Plot match vs TradingView100%

Accuracy

  • Trades compared504 TV / 504 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-6,988 / -6,988
  • Plots compared2
  • Plotted values compared59,470
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,735
  • Run time1.70 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 11:00
  • Bars29,735

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256da339b48aa6c0e86fc2ec12c7c7faa526ce9eceae9d064c214c32717fbd517c3

View on TradingView Permalink: Ultimate Prop Firm [Artillery]
KPL Swing Strategyby ceyhun · MPL-2.0 1,086STRv4Verifiedbit-exact
100%2 plots
100%692 / 692
✓100.000%29,739
Plot match vs TradingView100%

Accuracy

  • Trades compared692 TV / 692 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-645 / -645
  • Plots compared2
  • Plotted values compared59,450
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,739
  • Run time1.52 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 13:00
  • Bars29,739

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv4
  • LicenseMPL-2.0

SHA-256050da61c02c8aec790f033603f9326f2b2941147fad0fd97a2814d5f75412164

View on TradingView Permalink: KPL Swing Strategy
Fractal Breakout Strategyby ceyhun · MPL-2.0 1,081STRv4Verifiedbit-exact
100%2 plots
100%1,185 / 1,185
✓100.000%29,739
Plot match vs TradingView100%

Accuracy

  • Trades compared1,185 TV / 1,185 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)35,849 / 35,849
  • Plots compared2
  • Plotted values compared59,454
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,739
  • Run time1.64 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 13:00
  • Bars29,739

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv2
  • LicenseMPL-2.0

SHA-256993d84c9debf87803d618e85dfb3cf76515e3f292deac12319a6a20ca5fbae2a

View on TradingView Permalink: Fractal Breakout Strategy
VWAP Breakout Strategy + EMAs + Clean Cycle/TP/SL Plotsby CatalystNQ 1,074STRv6Verifiedbit-exact
100%4 plots
100%6,718 / 6,718
✓100.000%30,687
Plot match vs TradingView100%

Accuracy

  • Trades compared6,718 TV / 6,718 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-47,401 / -47,401
  • Plots compared4
  • Plotted values compared122,612
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,687
  • Run time2.38 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 07:00
  • Bars30,687

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256845641099fcc25e4a11d88e9e29bcb0f4910b5da1ff6d986f49669f97eae6691

View on TradingView Permalink: VWAP Breakout Strategy + EMAs + Clean Cycle/TP/SL Plots
Non-Repainting Renko Emulation Strategy [PineIndicators]by PineIndicators 1,072STRv5Verified
—
100%1,221 / 1,221
✓100.000%29,740

Accuracy

  • Trades compared1,221 TV / 1,221 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-4,182 / -4,182

Run

  • Bars executed29,740
  • Run time1.04 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 13:30
  • Bars29,740

Source

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

SHA-256c64851b673135ad0360c5edce7a17aefb20b961a8c251b9281890ced7edb0013

View on TradingView Permalink: Non-Repainting Renko Emulation Strategy [PineIndicators]
Divergence for Many [Dimkud - v5]by dimkud · MPL-2.0 1,066STRv5Lookahead
99.43%15 plots
94.75%591 / 591
✗155.295%29,739
Plot match vs TradingView99.4%

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 compared591 TV / 591 Pyne
  • Whole-trade match94.75%
  • Entry timing match94.92%
  • Exit timing match96.45%
  • Extra Pyne entries30
  • Net profit (TV / Pyne)-46 / -71
  • Plots compared15
  • Plotted values compared232,762
  • Identical to the bit99.698%
  • Worst gap8.1 × 10⁻³ relative (~2 significant figures)
  • Bars plotted by one side only639
  • Match on values alone99.698%
  • Pearson correlation (min)0.999996
  • Worst-matching plotPrecio Entrada

Run

  • Bars executed29,739
  • Run time26.98 s CPU
  • Per-bar time0.91 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 13:00
  • Bars29,739

Source

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

SHA-256c45eb96e5fdaa220e90cfd7aded75a74fd314f9e6c6de4c7da1236c87c79e87b

View on TradingView Permalink: Divergence for Many [Dimkud - v5]
Camarilla Pivot Points V2 Backtestby HPotter 1,057STRv4Verified
—
100%2,448 / 2,448
✓100.000%29,739

Accuracy

  • Trades compared2,448 TV / 2,448 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-16,277 / -16,277

Run

  • Bars executed29,739
  • Secondary-feed bars3,314
  • Total bars processed33,053
  • Run time2.39 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 13:00
  • Bars29,739
  • Security @ 1D3,314 bars

Source

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

SHA-2562ec2cdd5858130efb16422ad60e8e33489f3cdd416a39a2abb19369cc08ae2d5

View on TradingView Permalink: Camarilla Pivot Points V2 Backtest
SuperTrend Multi Time Frame Long and Short Trading Strategyby AIScripts · MPL-2.0 1,055STRv5Lookahead
83.39%17 plots
100%318 / 318
✓100.000%29,744
Plot match vs TradingView83.4%

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 compared318 TV / 318 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-196 / -196
  • Plots compared17
  • Plotted values compared159,426
  • Identical to the bit83.39%
  • Worst gap1.4 × 10⁻³ relative (~2 significant figures)
  • Pearson correlation (min)0.999991
  • Worst-matching plotTimeframe 2 CE

Run

  • Bars executed29,744
  • Secondary-feed bars3,788
  • Total bars processed33,532
  • Run time4.52 s CPU
  • Per-bar time0.15 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 15:30
  • Bars29,744
  • Security @ 1D3,314 bars
  • Security @ 1W474 bars

Source

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

SHA-256e8904d71bf08f0d4a5acb0f68c742ac1f58b281ec0a816993d471be04f85d4ce

View on TradingView Permalink: SuperTrend Multi Time Frame Long and Short Trading Strategy
Yesterday’s High Breakout - Trend Following Strategyby TheSocialCryptoClub · CC 1,053STRv5Verifiedbit-exact
100%3 plots
100%84 / 84
✓100.000%29,744
Plot match vs TradingView100%

Accuracy

  • Trades compared84 TV / 84 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)194 / 194
  • Plots compared3
  • Plotted values compared87,983
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,744
  • Secondary-feed bars6,628
  • Total bars processed36,372
  • Run time4.70 s CPU
  • Per-bar time0.16 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 15:30
  • Bars29,744
  • Security @ 1D3,314 bars
  • Security @ 1D3,314 bars

Source

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

SHA-2568587931af4680e351a635ec4f64ec001f971bc21d164af0f264c50e243b07a3d

View on TradingView Permalink: Yesterday’s High Breakout - Trend Following Strategy
BEST ATR Stop Multiple Strategyby Daveatt · MPL-2.0 1,050STRv4Lookahead
99.96%7 plots
95.6%817 / 817
✗134.721%29,745
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 compared817 TV / 817 Pyne
  • Whole-trade match95.6%
  • Entry timing match97.68%
  • Exit timing match97.67%
  • Extra Pyne entries19
  • Net profit (TV / Pyne)-4,784,601 / -6,445,858
  • Plots compared7
  • Plotted values compared176,151
  • Identical to the bit99.963%
  • Worst gap1.7 × 10⁻² relative (~1 significant figures)
  • Bars plotted by one side only4
  • Match on values alone99.963%
  • Pearson correlation (min)0.999999
  • Worst-matching plotLong Trail Stop

Run

  • Bars executed29,745
  • Run time2.38 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 16:00
  • Bars29,745

Source

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

SHA-256d5ddee86129227da98fd75d540f5c470a08a910be2b46d4fa83a675977b5df36

View on TradingView Permalink: BEST ATR Stop Multiple Strategy
Multi-Oscillator Divergence Strategyby Craig_Claussen 1,049STRv4Lookahead
99.99%9 plots
97.51%240 / 236
✗132.066%29,744
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 compared240 TV / 236 Pyne
  • Whole-trade match97.51%
  • Entry timing match98.34%
  • Exit timing match98.33%
  • Net profit (TV / Pyne)36,458 / 48,149
  • Plots compared9
  • Plotted values compared37,507
  • Identical to the bit100%
  • Worst gapsame double
  • Bars plotted by one side only2
  • Match on values alone100%
  • Pearson correlation (min)1.000000
  • Worst-matching plotHidden Bearish Label

Run

  • Bars executed29,744
  • 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
  • To2026-09-12 15:30
  • Bars29,744

Source

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

SHA-2561f4f5b8f47f52baa21726aaec03e2a1469004334c4d7b1a0a2eeb132cb565e7c

View on TradingView Permalink: Multi-Oscillator Divergence Strategy
Double Bottom and Top Hunterby sefakantarcilar 1,032STRv5Verifiedbit-exact
100%2 plots
100%7 / 7
✓100.000%29,744
Plot match vs TradingView100%

Accuracy

  • Trades compared7 TV / 7 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,362,624 / -1,362,624
  • Plots compared2
  • Plotted values compared59,488
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,744
  • Run time1.31 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-12 15:30
  • Bars29,744

Source

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

SHA-2565f59d62c863f952c446884139daf844655e852c4f74024a2058639d86221d5f3

View on TradingView Permalink: Double Bottom and Top Hunter

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

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