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 850 published Pine scripts; last run . How it is measured

  1. Pine Script
  2. PyneComp
  3. PyneCore (Python)
  4. TradingView reference
850 published scripts open-source Pine Script corpus
1,142 TV-comparable outputs 746 plot + 396 trade outputs
100% TV fidelity 1142/1142 comparable outputs verified
99.734% 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.

850 / 850 scripts
T1

Runs

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

850 / 850 compiled
T2

Has measurable output

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

823 / 850 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.

1142 / 1142 outputs
746 plot + 396 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

850 scripts
  • 799Matches TradingView
  • 0Diverges from TradingView
  • 23Depends on lookahead
  • 1Data-limited (unavailable feed)
  • 27Runs (no reference output)
  • 0Run failed

Indicators — plot verification

400 / 400

indicators clearing the ≥99% plot-match threshold

  • Comparable plot references400 / 427
  • Compared plots >=99%400 / 400
  • Exact plot matches400 / 400
  • Mean on compared plots100%
  • Worst per-script plot match100%

Strategies — trade timing

396 / 396

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

  • Trade-producing strategies compared396 / 423
  • Whole-trade timing >=99%396 / 396
  • Plot-verified, no trades produced3
  • Verified strategies (trades or plots)399 / 423
  • TradingView trades checked302,523
  • Exact trade-count matches396 / 396
  • Net profit within tolerance396 / 396
  • Mean entry/exit timing match100% / 100%

How closely — the numbers themselves

99.734%

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

  • Plotted values compared106,480,878
  • Identical to the bit106,198,674 (99.734%)
  • Scripts bit-exact throughout721 / 746
  • Explained by libm last bits3 / 746
  • Rest, within the published band22 / 746
  • 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  = 35 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
Easy System 4201.0 × 10⁻¹¹~10
OBV MACD Indicator5.2 × 10⁻¹²~11
TSI CCI Hull with profit$$$2.8 × 10⁻¹²~11
the other 18 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.

Combo Backtest 123 Reversal & Statistical Volatilityby HPotter 1,354STRv4Verified
—
100%193 / 193
✓100.000%29,049

Accuracy

  • Trades compared193 TV / 193 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-29,254 / -29,254

Run

  • Bars executed29,049
  • Run time1.31 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-29 04:00
  • Bars29,049

Source

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

SHA-25674f783c9869aac00e8115b7d823a6fe5340a4d92d42ac1bd238750a2d0c21aea

View on TradingView Permalink: Combo Backtest 123 Reversal & Statistical Volatility
Fractal Breakout Strategy [KL]by DojiEmoji · MPL-2.0 1,354STRv5Verifiedbit-exact
100%3 plots
100%1,239 / 1,239
✓100.000%28,979
Plot match vs TradingView100%

Accuracy

  • Trades compared1,239 TV / 1,239 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)1,242,244 / 1,242,244
  • Plots compared3
  • Plotted values compared86,894
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,979
  • Run time2.24 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 17:00
  • Bars28,979

Source

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

SHA-2565d93965f92ec0a0c0d7f1aed6161313829e1ebe29b7114e757a3f0e03ecfa808

View on TradingView Permalink: Fractal Breakout Strategy [KL]
Supply & Demand Zones + Order Block (Pro Fusion) - Auto Orderby denidiana 1,352STRv5Verifiedbit-exact
100%9 plots
100%400 / 400
✓100.000%29,004
Plot match vs TradingView100%

Accuracy

  • Trades compared400 TV / 400 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,918 / -1,918
  • Plots compared9
  • Plotted values compared231,859
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathcos, exp
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,004
  • Run time5.25 s CPU
  • Per-bar time0.18 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 05:30
  • Bars29,004

Source

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

SHA-2566d44504aa19108aa5957758d6578515fdfeb1c92caf1ee88f7b0b111dfc75e6c

View on TradingView Permalink: Supply & Demand Zones + Order Block (Pro Fusion) - Auto Order
VWMA/SMA 3Commas Botby CrackingCryptocurrency · MPL-2.0 1,347STRv5Lookaheadbit-exact
100%4 plots
99%3,171 / 3,186
✗35.100%29,004
Plot match vs TradingView100%

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 compared3,171 TV / 3,186 Pyne
  • Whole-trade match99%
  • Entry timing match99.87%
  • Exit timing match99.53%
  • Extra Pyne entries19
  • Net profit (TV / Pyne)-967,815 / -339,703
  • Plots compared4
  • Plotted values compared115,942
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,004
  • Run time3.89 s CPU
  • Per-bar time0.13 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 05:30
  • Bars29,004

Source

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

SHA-25647ee922f537f5a9bb1015fdf24c75d9558a0bc0b379d1a07f2bce7e4b77d2c0f

View on TradingView Permalink: VWMA/SMA 3Commas Bot
XAUUSD Scalping AGRESIVby Andra2525 1,345STRv5Verifiedbit-exact
100%4 plots
100%1,944 / 1,944
✓100.000%29,004
Plot match vs TradingView100%

Accuracy

  • Trades compared1,944 TV / 1,944 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-6,464 / -6,464
  • Plots compared4
  • Plotted values compared116,000
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,004
  • Run time1.46 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 05:30
  • Bars29,004

Source

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

SHA-256a248d60146310879fb791b62d6ff0c402a037ffe3d3be13412911dc2661c3f57

View on TradingView Permalink: XAUUSD Scalping AGRESIV
SPY 1 Minute Day Traderby fbearman2000 1,334STRv5Verifiedbit-exact
100%13 plots
100%384 / 384
✓100.000%20,279
Plot match vs TradingView100%

Accuracy

  • Trades compared384 TV / 384 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-5,205 / -5,205
  • Plots compared13
  • Plotted values compared143,089
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed20,279
  • Secondary-feed bars19,350
  • Total bars processed39,629
  • Run time3.99 s CPU
  • Per-bar time0.20 ms/bar CPU (per chart bar)

Data window

  • SymbolAMEX:SPY
  • Timeframe1 min
  • From2026-06-15 13:30
  • To2026-08-27 19:58
  • Bars20,279
  • Security @ 5 min19,350 bars

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv66
  • Licenseunspecified

SHA-256528bd51a7b6b9333e9b0c5b07234a0733048fef4e4ff3ad06bfdacea8b3a5a90

View on TradingView Permalink: SPY 1 Minute Day Trader
2Mars - MA / BB / SuperTrendby facejungle · MPL-2.0 1,327STRv5Verifiedbit-exact
100%14 plots
100%707 / 707
✓100.000%29,004
Plot match vs TradingView100%

Accuracy

  • Trades compared707 TV / 707 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-626 / -626
  • Plots compared14
  • Plotted values compared316,274
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathcos, exp, log10, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,004
  • Run time7.61 s CPU
  • Per-bar time0.26 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 05:30
  • Bars29,004

Source

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

SHA-25605838dc36a63442011c01c4f9c0081b665ca2743acc69ef70f09cb83102b9fae

View on TradingView Permalink: 2Mars - MA / BB / SuperTrend
Joint Conditions Strategy Suite + TradingConnector alerts botby Peter_O · MPL-2.0 1,320STRv5Verifiedbit-exact
100%3 plots
100%47 / 47
✓100.000%21,668
Plot match vs TradingView100%

Accuracy

  • Trades compared47 TV / 47 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,039 / -1,039
  • Plots compared3
  • Plotted values compared64,748
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed21,668
  • Run time3.75 s CPU
  • Per-bar time0.17 ms/bar CPU (per chart bar)

Data window

  • SymbolNASDAQ:AAPL
  • Timeframe30 min
  • From2020-01-02 14:30
  • To2026-08-27 19:00
  • Bars21,668

Source

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

SHA-2563ceafadb83f46346504e0bdbd8568801ad7bf4f94d1f561fb35c005300494fb7

View on TradingView Permalink: Joint Conditions Strategy Suite + TradingConnector alerts bot
Support Resistance Strategyby ceyhun · MPL-2.0 1,318STRv4Verifiedbit-exact
100%2 plots
100%900 / 900
✓100.000%29,018
Plot match vs TradingView100%

Accuracy

  • Trades compared900 TV / 900 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-26,270 / -26,270
  • Plots compared2
  • Plotted values compared58,012
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,018
  • 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
  • To2026-08-28 12:30
  • Bars29,018

Source

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

SHA-256e48c87689a53be9fb1d3e0c42ee3516510bbf7a5d65a4c870aa9f9f843c12c46

View on TradingView Permalink: Support Resistance Strategy
How to use Leverage and Margin in PineScriptby Peter_O · MPL-2.0 1,315STRv4Verifiedbit-exact
100%2 plots
100%2,684 / 2,684
✓100.000%29,018
Plot match vs TradingView100%

Accuracy

  • Trades compared2,684 TV / 2,684 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-100,000 / -100,000
  • Plots compared2
  • Plotted values compared58,004
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,018
  • 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
  • To2026-08-28 12:30
  • Bars29,018

Source

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

SHA-256178fe9c67f11d882f4a01c79337685f163a26a5b48fcec3077f2a16992816395

View on TradingView Permalink: How to use Leverage and Margin in PineScript
Bollinger Bands Enhanced Strategyby Skyrexio · MPL-2.0 1,312STRv5Verifiedbit-exact
100%4 plots
100%82 / 82
✓100.000%19,773
Plot match vs TradingView100%

Accuracy

  • Trades compared82 TV / 82 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)3,370 / 3,370
  • Plots compared4
  • Plotted values compared40,339
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed19,773
  • Run time1.67 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-08-28 08:00
  • Bars19,773

Source

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

SHA-256c082d927d53c90fd031af624adc78861bb987a792118cf607ee226fb996b8679

View on TradingView Permalink: Bollinger Bands Enhanced Strategy
FlexiSuperTrend - Strategy [presentTrading]by PresentTrading · MPL-2.0 1,309STRv5Verifiedbit-exact
100%28 plots
100%341 / 341
✓100.000%29,018
Plot match vs TradingView100%

Accuracy

  • Trades compared341 TV / 341 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,022 / -1,022
  • Plots compared28
  • Plotted values compared725,579
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,018
  • Run time5.80 s CPU
  • Per-bar time0.20 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 12:30
  • Bars29,018

Source

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

SHA-2568a9b3112e9d6c935bb9b7d6d91d8d432ea0d3f9301228ef4abe6e57c4db5f89d

View on TradingView Permalink: FlexiSuperTrend - Strategy [presentTrading]
Moving Average Displaced Envelope & ATRTSby HPotter 1,307STRv5Verifiedbit-exact
100%1 plot
100%1,097 / 1,097
✓100.000%29,029
Plot match vs TradingView100%

Accuracy

  • Trades compared1,097 TV / 1,097 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)33,148 / 33,148
  • Plots compared1
  • Plotted values compared29,014
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,029
  • Run time1.76 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 18:00
  • Bars29,029

Source

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

SHA-256e7947b03cc35ce43ec0e3749a8d2ca07df07c24b8c6386cbc667bcf83e650dd4

View on TradingView Permalink: Moving Average Displaced Envelope & ATRTS
Chandelier Exit - Strategyby melihtuna · MPL-2.0 1,299STRv4Verifiedbit-exact
100%7 plots
100%59 / 59
✓100.000%3,297
Plot match vs TradingView100%

Accuracy

  • Trades compared59 TV / 59 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)11,224 / 11,224
  • Plots compared7
  • Plotted values compared6,665
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed3,297
  • Run time0.74 s CPU
  • Per-bar time0.22 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe1D
  • From2017-08-17 00:00
  • To2026-08-26 00:00
  • Bars3,297

Source

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

SHA-256ef0ab5d51b9029e6ee90b4d798b116498a1cfb49ba111e08b2f3d482982622bd

View on TradingView Permalink: Chandelier Exit - Strategy
SSL Hybrid Exit Arrow Strategyby kevinmck100 1,298STRv5Verifiedbit-exact
100%9 plots
100%607 / 607
✓100.000%3,298
Plot match vs TradingView100%

Accuracy

  • Trades compared607 TV / 607 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,523 / -1,523
  • Plots compared9
  • Plotted values compared19,960
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, cos, exp, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed3,298
  • Run time1.42 s CPU
  • Per-bar time0.43 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe1D
  • From2017-08-17 00:00
  • To2026-08-27 00:00
  • Bars3,298

Source

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

SHA-2560c6037f03ca5e1b5b50a57d40634f2c2831618b64dc2dd63ebebb3da5e12b7dc

View on TradingView Permalink: SSL Hybrid Exit Arrow Strategy
AlphaTrend Strategyby only_fibonacci · MPL-2.0 1,291STRv5Verifiedbit-exact
100%2 plots
100%673 / 673
✓100.000%29,030
Plot match vs TradingView100%

Accuracy

  • Trades compared673 TV / 673 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)46,199 / 46,199
  • Plots compared2
  • Plotted values compared58,030
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,030
  • Run time1.82 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 18:30
  • Bars29,030

Source

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

SHA-2564fb9005d3da529c94adea635f2ccb932b4422c44b96c3a86960b4c34cffe6f2d

View on TradingView Permalink: AlphaTrend Strategy
Buy&Sell Bullish Engulfing - The Quant Scienceby thequantscience · MPL-2.0 1,291STRv6Verifiedbit-exact
100%1 plot
100%59 / 59
✓100.000%29,029
Plot match vs TradingView100%

Accuracy

  • Trades compared59 TV / 59 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-745 / -745
  • Plots compared1
  • Plotted values compared29,029
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,029
  • Run time1.32 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 18:00
  • Bars29,029

Source

  • Pine versionv6
  • Script revisionv3
  • LicenseMPL-2.0

SHA-2566bf4d7949de417fa4b34987f457a7a0f633f09388955d2992643b7654834f1db

View on TradingView Permalink: Buy&Sell Bullish Engulfing - The Quant Science
EMA Crossover Strategy with Take Profit and Candle Highlightingby Quince2010 1,287STRv5Verifiedbit-exact
100%9 plots
100%559 / 559
✓100.000%29,032
Plot match vs TradingView100%

Accuracy

  • Trades compared559 TV / 559 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-4,214 / -4,214
  • Plots compared9
  • Plotted values compared260,169
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,032
  • Run time1.65 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 19:30
  • Bars29,032

Source

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

SHA-256a4d68a9925f683030c1e7afe208a48197b82451ed6c886d2eb3409ac1f43133c

View on TradingView Permalink: EMA Crossover Strategy with Take Profit and Candle Highlighting
Orion Algo Strategy v2.0by OrionAlgo 1,286STRv4Lookahead
86.77%12 plots
100%59 / 59
✓100.000%29,032
Plot match vs TradingView86.8%

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 99.99%. Held apart from the accuracy score.

Accuracy

  • Trades compared59 TV / 59 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)178,935 / 178,935
  • Plots compared12
  • Plotted values compared72,496
  • Identical to the bit86.772%
  • Worst gap1.7 × 10⁻² relative (~1 significant figures)
  • Pearson correlation (min)0.999781
  • Worst-matching plotPlot

Run

  • Bars executed29,032
  • Run time14.11 s CPU
  • Per-bar time0.49 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 19:30
  • Bars29,032

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv4
  • Licenseunspecified

SHA-2569b67d0d1bfa48fea44cd32c1b8b3fd272877bb0f0c7523286ad0ba42a97858d4

View on TradingView Permalink: Orion Algo Strategy v2.0
Hull MA TimeFrame CrossOverby SeaSide420 · MPL-2.0 1,283STRv5Verifiedbit-exact
100%4 plots
100%32 / 32
✓100.000%29,032
Plot match vs TradingView100%

Accuracy

  • Trades compared32 TV / 32 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-0 / -0
  • Plots compared4
  • Plotted values compared58,489
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathta.alma (Gaussian weights via exp)
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,032
  • Secondary-feed bars3,299
  • Total bars processed32,331
  • Run time6.52 s CPU
  • Per-bar time0.22 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 19:30
  • Bars29,032
  • Security @ 1D3,299 bars

Source

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

SHA-256d9bcbc464ca448e6358775db6329899cc2523a5f60870f27ffb3fcaa6ca09c0d

View on TradingView Permalink: Hull MA TimeFrame CrossOver
Backtesting Moduleby dg_factor · MPL-2.0 1,257STRv5Verifiedbit-exact
100%3 plots
100%195 / 195
✓100.000%29,032
Plot match vs TradingView100%

Accuracy

  • Trades compared195 TV / 195 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-643 / -643
  • Plots compared3
  • Plotted values compared29,032
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,032
  • Run time1.85 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 19:30
  • Bars29,032

Source

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

SHA-256682d476428390f93260b0db9d0c3203f19c23994165530a79f5528d5b146b018

View on TradingView Permalink: Backtesting Module
Chande Momentum Oscillator (CMO) Buy Sell Strategy [TradeDots]by tradedots · MPL-2.0 1,249STRv5Verifiedbit-exact
100%5 plots
100%372 / 372
✓100.000%29,032
Plot match vs TradingView100%

Accuracy

  • Trades compared372 TV / 372 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)493 / 493
  • Plots compared5
  • Plotted values compared145,117
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,032
  • Run time2.00 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-28 19:30
  • Bars29,032

Source

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

SHA-25609f3edf325ded6e47ac3ec6f393954cabdc8a2ff230c0e672678bfbc0df6986d

View on TradingView Permalink: Chande Momentum Oscillator (CMO) Buy Sell Strategy [TradeDots]
Strategy Templateby Trebor_Namor · MPL-2.0 1,248STRv5Verified
—
100%213 / 213
✓100.000%29,050

Accuracy

  • Trades compared213 TV / 213 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-11,691 / -11,691

Run

  • Bars executed29,050
  • Run time2.01 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-29 04:30
  • Bars29,050

Source

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

SHA-2566e4ad1e4b0e9bd8ebe625ee87aeb9b82934ea4793a61359f8b100194aa086a4b

View on TradingView Permalink: Strategy Template
3 Candle Strike Stretegyby PtGambler · MPL-2.0 1,238STRv5Verifiedbit-exact
100%14 plots
100%220 / 220
✓100.000%20,207
Plot match vs TradingView100%

Accuracy

  • Trades compared220 TV / 220 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-2,404 / -2,404
  • Plots compared14
  • Plotted values compared171,626
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed20,207
  • Secondary-feed bars8,453
  • Total bars processed28,660
  • Run time4.29 s CPU
  • Per-bar time0.21 ms/bar CPU (per chart bar)

Data window

  • SymbolAMEX:SPY
  • Timeframe5 min
  • From2025-08-18 13:30
  • To2026-08-28 19:50
  • Bars20,207
  • Security @ 1D8,453 bars

Source

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

SHA-2565a60e959a2aad300e60c0a5e94dc09abfcdfbe84160d338fb07ffcaf07aae98a

View on TradingView Permalink: 3 Candle Strike Stretegy
DAX Shooter 5M Strategyby th3web 1,236STRv4Verifiedbit-exact
100%3 plots
100%113 / 113
✓100.000%29,049
Plot match vs TradingView100%

Accuracy

  • Trades compared113 TV / 113 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)3,804 / 3,804
  • Plots compared3
  • Plotted values compared87,000
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,049
  • Run time2.33 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-29 04:00
  • Bars29,049

Source

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

SHA-256d4a88cb3f6763d74678776df44438ceee3201b18b5618b86e2b6f4dbd7ae1045

View on TradingView Permalink: DAX Shooter 5M Strategy

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

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