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 goes through the same four steps. Failures are published in the same table as the successes.

T0

Compiles

PyneComp converts the original Pine source to Python. Nobody edits the output by hand.

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 are compared plot by plot and strategies trade by trade against TradingView's own output. The counts cover the scripts that have a comparable numeric reference. A plot PyneCore fails to reproduce counts as a divergence, not as a missing reference. Details for each script 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

Indicator plots

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%

Strategy 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 close the numbers are

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

The manifest pins the exact source of every script with a SHA-256 hash, and TradingView keeps every published version, 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. The Pine sources are downloaded locally for the measurement and are not 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 in the table

Scripts that time out or hit a harness limit are listed with the result they got.

What “matches” means

A match percentage only says the outputs landed inside a tolerance band, and we chose that band. So each compared value is also checked on a scale we did not choose: the IEEE-754 double both engines store it in. Adjacent doubles are one step apart, and that step is the smallest difference the type can represent.

  • bit-exact Every compared bar produced the same double, all 64 bits of it, from the first bar to the last.
  • libm The values differ only in the last bits of the mantissa, and the script calls a transcendental function (log, exp, pow or a trig function). IEEE-754 requires + − × ÷ and sqrt to be correctly rounded but says nothing about these, so CPython's C library and TradingView's Java runtime can both be correct and still end up a few representable values apart. A long accumulation then carries the difference forward. The tier is capped at 64 representable values. We set the cap from measurement: the widest such gap in our own reference corpus is 23. A script that stays inside the cap but calls no transcendental function does not get this label.

In the table these two tiers appear under the Verified badge, because they only say how closely a verified script matched. A verified script with no tier line agreed within the published band. The band is a single relative tolerance. Near zero a relative test has nothing to compare against, so it falls back to a floor taken from the series' median magnitude. A fixed absolute floor would not work: a series around 100,000 could never reach it, and for a series around 0.000001 it would be larger than the whole signal.

The band itself, script by script

All scripts that agreed within the band, worst relative gap first. A single worst-case figure or a mean would hide this spread.

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+

You can check any result yourself: take the same script, run it on your own TradingView subscription and compare the output with PyneSys.

The Corpus

The most-liked open-source Pine scripts on TradingView, in order of popularity. If you sort or filter the table, the page remembers your choice. Every name links to the original publication.

Donchian Trend Ribbonby LonesomeTheBlue · MPL-2.0 7,095INDv4Verifiedbit-exact
100%10 plots
—
—28,924
Plot match vs TradingView100%

Accuracy

  • Plots compared10
  • Plotted values compared289,240
  • Identical to the bit100%
  • Worst gapsame double

Run

  • Bars executed28,924
  • Run time3.49 s CPU
  • Per-bar time0.12 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-26 13:30
  • Bars28,924

Source

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

SHA-25600a19fbef032d43e1f1ee29ff4e786a3efe86648723e9995336cfad03e4baa01

View on TradingView Permalink: Donchian Trend Ribbon
[RS]ZigZag Multiple Methods - Forecast - patterns - labelsby RicardoSantos 7,039INDv5Verifiedbit-exact
100%2 plots
—
—28,939
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared57,878
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathacos, asin, atan, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,939
  • Run time2.57 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-26 21:00
  • Bars28,939

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv6
  • Licenseunspecified

SHA-25605b82073e30eecda05a603c5f20e9da660d407d9a1d0c3bc8960950abbb7f16d

View on TradingView Permalink: [RS]ZigZag Multiple Methods - Forecast - patterns - labels
Stochastic Momentum Index (SMI)by surjithctly 7,035INDv5Verifiedbit-exact
100%6 plots
—
—28,939
Plot match vs TradingView100%

Accuracy

  • Plots compared6
  • Plotted values compared173,617
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,939
  • 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
  • To2026-08-26 21:00
  • Bars28,939

Source

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

SHA-2568cfa5af63a8daef0d4496c3ce6c839defbf2b2ced6a93fa83207477a216e4cac

View on TradingView Permalink: Stochastic Momentum Index (SMI)
Trend Lines [LuxAlgo]by LuxAlgo · CC 7,017INDv5Verifiedbit-exact
100%4 plots
—
—28,939
Plot match vs TradingView100%

Accuracy

  • Plots compared4
  • Plotted values compared79,155
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathatan
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,939
  • Run time1.27 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-26 21:00
  • Bars28,939

Source

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

SHA-256fd591070a78f107a187b0080f95f379a0a8278097bb851083ab6bed01a861949

View on TradingView Permalink: Trend Lines [LuxAlgo]
Moon Phases Strategy [LuxAlgo]by LuxAlgo · CC 7,017STRv4Verifiedbit-exact
100%2 plots
100%38 / 38
✓100.000%28,123
Plot match vs TradingView100%

Accuracy

  • Trades compared38 TV / 38 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)30,461 / 30,461
  • Plots compared2
  • Plotted values compared39
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,123
  • Run time1.04 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-09 21:00
  • Bars28,123

Source

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

SHA-256f063613de07a2c9d938f3a708caac39efee42205fda417c795312a9052777c66

View on TradingView Permalink: Moon Phases Strategy [LuxAlgo]
Liquidity Thermal Map [BigBeluga]by BigBeluga · CC 7,013INDv6Verifiedbit-exact
100%32 plots
—
—27,618
Plot match vs TradingView100%

Accuracy

  • Plots compared32
  • Plotted values compared38,432
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,618
  • Run time3.00 s CPU
  • Per-bar time2.00 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 08:30
  • Bars27,618

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseCC

SHA-256908fc236454b309b0c2ea396efdb950a89e1b4b9e246df99623367b26533a20a

View on TradingView Permalink: Liquidity Thermal Map [BigBeluga]
AlphaTrend Strategyby KivancOzbilgic · MPL-2.0 6,985STRv5Verifiedbit-exact
100%4 plots
100%655 / 655
✓100.000%28,217
Plot match vs TradingView100%

Accuracy

  • Trades compared655 TV / 655 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)35,153 / 35,153
  • Plots compared4
  • Plotted values compared56,404
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,217
  • Run time1.77 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-11 20:00
  • Bars28,217

Source

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

SHA-256a31431c38b730ce5f865a3fe7c4195352baa39da1fd7472f7916a507415439ea

View on TradingView Permalink: AlphaTrend Strategy
Kalman Trend Levels [BigBeluga]by BigBeluga · CC 6,982INDv5Verifiedbit-exact
100%6 plots
—
—28,939
Plot match vs TradingView100%

Accuracy

  • Plots compared6
  • Plotted values compared173,632
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,939
  • Run time1.10 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-26 21:00
  • Bars28,939

Source

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

SHA-256c31329636076bdb3c43bf07f5a2dc403d7780936485de28b88f9d350af3111af

View on TradingView Permalink: Kalman Trend Levels [BigBeluga]
RCI3linesby gero 6,979INDv6Verifiedbit-exact
100%3 plots
—
—27,617
Plot match vs TradingView100%

Accuracy

  • Plots compared3
  • Plotted values compared82,754
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Run time3.74 s CPU
  • Per-bar time0.14 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
  • Licenseunspecified

SHA-25639cff9a308d71823c5b625ed311acf7a19add6cd87d7bdfc73694840fefa5c5c

View on TradingView Permalink: RCI3lines
Trend Lines for RSI, CCI, Momentum, OBVby LonesomeTheBlue · MPL-2.0 6,961INDv4Verifiedbit-exact
100%1 plot
—
—28,939
Plot match vs TradingView100%

Accuracy

  • Plots compared1
  • Plotted values compared28,925
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,939
  • Run time3.01 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-26 21:00
  • Bars28,939

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv5
  • LicenseMPL-2.0

SHA-2562f0b96c91db52892f5143056e4d5e40d24ebba9563eff138982b42ffed644caa

View on TradingView Permalink: Trend Lines for RSI, CCI, Momentum, OBV
Fibonacci Time-Price Zonesby xxattaxx 6,959INDv6Verifiedbit-exact
100%17 plots
—
—27,617
Plot match vs TradingView100%

Accuracy

  • Plots compared17
  • Plotted values compared220,936
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathlog, pow

Run

  • Bars executed27,617
  • Run time3.09 s CPU
  • Per-bar time0.11 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
  • Licenseunspecified

SHA-25681eb37eedcce7b5b546c1ff8ef727cfc714bb81f60ac93295c4a7c624be5e750

View on TradingView Permalink: Fibonacci Time-Price Zones
Technical Ratingsby TradingView · MPL-2.0 6,925INDv6Verifiedbit-exact
100%8 plots
—
—27,617
Plot match vs TradingView100%

Accuracy

  • Plots compared8
  • Plotted values compared193,299
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, exp, log, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Run time8.71 s CPU
  • Per-bar time0.32 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 revisionv4
  • LicenseMPL-2.0

SHA-25664cb84fb8aa6998ab5c228c72656607d1b2d07c868709cb41beace3328dc9f10

View on TradingView Permalink: Technical Ratings
RSI Entry Engineby trade_w_samet 6,894INDv6Verifiedbit-exact
100%2 plots
—
—27,617
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared55,190
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Run time1.86 s CPU
  • Per-bar time0.07 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
  • Licenseunspecified

SHA-256dabff025740c05ba9c6f9d507ae3bb66256f4fed532a04f155d15536f2eda6b5

View on TradingView Permalink: RSI Entry Engine
_CM_Ultimate_MA_MTF_V4by ChrisMoody 6,893INDv5Verifiedbit-exact
100%4 plots
—
—28,954
Plot match vs TradingView100%

Accuracy

  • Plots compared4
  • Plotted values compared57,870
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,954
  • 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
  • To2026-08-27 04:30
  • Bars28,954

Source

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

SHA-256cc616d78f46b47b67cabd6a0378e74e08d2e11d45a5d1f224ebd07340047b64b

View on TradingView Permalink: _CM_Ultimate_MA_MTF_V4
Hull Butterfly Oscillator [LuxAlgo]by LuxAlgo · CC 6,839INDv5Verifiedbit-exact
100%8 plots
—
—28,954
Plot match vs TradingView100%

Accuracy

  • Plots compared8
  • Plotted values compared173,991
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,954
  • Run time1.28 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-27 04:30
  • Bars28,954

Source

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

SHA-2562cf372744ed81db0f672cf3018c0f447d98edac7bbd9b923df443659d39edfef

View on TradingView Permalink: Hull Butterfly Oscillator [LuxAlgo]
STD-Filtered, N-Pole Gaussian Filter [Loxx]by loxx · MPL-2.0 6,821INDv5Verifiedbit-exact
100%3 plots
—
—28,954
Plot match vs TradingView100%

Accuracy

  • Plots compared3
  • Plotted values compared86,862
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathcos, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,954
  • Run time3.30 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-27 04:30
  • Bars28,954

Source

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

SHA-2566e132aa82a21929b0169a77d2675e43c6869223e16f7c1c7995ad925286a268c

View on TradingView Permalink: STD-Filtered, N-Pole Gaussian Filter [Loxx]
Ichimoku Oscillatorby LonesomeTheBlue · MPL-2.0 6,813INDv5Verifiedbit-exact
100%11 plots
—
—28,955
Plot match vs TradingView100%

Accuracy

  • Plots compared11
  • Plotted values compared318,166
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,955
  • Run time2.23 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-27 05:00
  • Bars28,955

Source

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

SHA-256a1125204abea61cebb458a6fbf168163213a30b5ac3a577c5703cddd45bff0e3

View on TradingView Permalink: Ichimoku Oscillator
RSI Based Automatic Supply and Demandby shtcoinr 6,788INDv4Verifiedbit-exact
100%24 plots
—
—28,955
Plot match vs TradingView100%

Accuracy

  • Plots compared24
  • Plotted values compared57,776
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,955
  • Run time2.09 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-27 05:00
  • Bars28,955

Source

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

SHA-25684c54ad4b3b3b17c334c56b85269a95bf512477529ec5f896ec968cd99189752

View on TradingView Permalink: RSI Based Automatic Supply and Demand
Session Streaks [LuxAlgo]by LuxAlgo · CC 6,780INDv6Verifiedbit-exact
100%2 plots
—
—28,967
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared57,934
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,967
  • Secondary-feed bars3,298
  • Total bars processed32,265
  • Run time2.23 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-27 11:00
  • Bars28,967
  • Security @ 1D3,298 bars

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseCC

SHA-256e25b6e5fb21628c83f3d8e35661278bee663a1c5970a1412125746cc2c5a5520

View on TradingView Permalink: Session Streaks [LuxAlgo]
CVD - Cumulative Volume Delta Candlesby TradingView · MPL-2.0 6,775INDv6Verifiedbit-exact
100%26 plots
—
—28,967
Plot match vs TradingView100%

Accuracy

  • Plots compared26
  • Plotted values compared521,406
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, exp, log, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,967
  • Secondary-feed bars99,973
  • Total bars processed128,940
  • Run time5.91 s CPU
  • Per-bar time0.20 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-27 11:00
  • Bars28,967
  • Security @ 1 min99,973 bars

Source

  • Pine versionv6
  • Script revisionv8
  • LicenseMPL-2.0

SHA-256f46b5309dfe8ba5e01ab11056769b64c527eb47a326447c3a3f9d8ffcd7c0798

View on TradingView Permalink: CVD - Cumulative Volume Delta Candles
Super Scalper - 5 Min 15 Minby VinayKumarKV 6,775STRv5Verifiedbit-exact
100%8 plots
100%839 / 839
✓100.000%28,217
Plot match vs TradingView100%

Accuracy

  • Trades compared839 TV / 839 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)6,441 / 6,441
  • Plots compared8
  • Plotted values compared225,626
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,217
  • Run time1.50 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-11 20:00
  • Bars28,217

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv4
  • Licenseunspecified

SHA-25680ad84e2ea382e6962bffe217c56d8ba24a1ed12b7bb7e86a69ea2599d388943

View on TradingView Permalink: Super Scalper - 5 Min 15 Min
Optimized Trend Tracker STRATEGY & SCREENERby KivancOzbilgic · MPL-2.0 6,773STRv4Verifiedbit-exact
100%9 plots
100%841 / 841
✓100.000%28,218
Plot match vs TradingView100%

Accuracy

  • Trades compared841 TV / 841 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)41,203 / 41,203
  • Plots compared9
  • Plotted values compared85,496
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,218
  • Secondary-feed bars228,180
  • Total bars processed256,398
  • Run time11.08 s CPU
  • Per-bar time0.39 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-11 20:30
  • Bars28,218
  • Security EURUSD @ 30 min20,016 bars
  • Security XAUUSD @ 30 min19,016 bars
  • Security AMZN @ 30 min21,496 bars
  • Security TSLA @ 30 min21,496 bars
  • Security BTCUSDT @ 30 min28,218 bars
  • Security ETHBTC @ 30 min28,218 bars
  • Security XBTUSD @ 30 min20,311 bars
  • Security XRPBTC @ 30 min28,218 bars
  • Security THYAO @ 30 min20,595 bars
  • Security GARAN @ 30 min20,596 bars

Source

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

SHA-256b2663cf5534229398452ea5af6c8b0ad1a3986aa3cdae1f552cdf4f4da0dc3b7

View on TradingView Permalink: Optimized Trend Tracker STRATEGY & SCREENER
Machine Learning Moving Average [LuxAlgo]by LuxAlgo · CC 6,765INDv5Verified
100%4 plots
—
—28,967
Plot match vs TradingView100%

Accuracy

  • Plots compared4
  • Plotted values compared87,025
  • Identical to the bit0.01%
  • Worst gap6.3 × 10⁻¹² relative (~11 significant figures)
  • Transcendentals on the pathexp, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,967
  • Run time1.94 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-27 11:00
  • Bars28,967

Source

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

SHA-256b8a85b8012422f18a9f10bba7042a48728ec28fab86afc250f653cba2d627340

View on TradingView Permalink: Machine Learning Moving Average [LuxAlgo]
Comprehensive Trading Toolkit [BigBeluga]by BigBeluga · CC 6,764INDv6Verifiedbit-exact
100%7 plots
—
—27,617
Plot match vs TradingView100%

Accuracy

  • Plots compared7
  • Plotted values compared86,689
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Run time2.54 s CPU
  • Per-bar time0.09 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
  • LicenseCC

SHA-256ca8b7a5dca1be549510123dc1defb097c41a752f6ac88da8d368c23a1158ecb3

View on TradingView Permalink: Comprehensive Trading Toolkit [BigBeluga]
TTM Squeeze Proby Beardy_Fred · MPL-2.0 6,757INDv5Verifiedbit-exact
100%2 plots
—
—28,967
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared57,896
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,967
  • Run time1.62 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-27 11:00
  • Bars28,967

Source

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

SHA-256fb3f7b4eea8091ecbba5980ef88cbd1409b79586f96888060919675d95b1ae6f

View on TradingView Permalink: TTM Squeeze Pro

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

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