Pine-to-Python verification report

Pyne in the Wild

Real TradingView Pine scripts, run as Python.

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

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

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

The Proof Ladder

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

T0

Compiles

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

1000 / 1000 scripts
T1

Runs

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

1000 / 1000 compiled
T2

Has measurable output

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

972 / 1000 with plot/trade output
T3

Matches TradingView

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

1353 / 1353 outputs
885 plot + 468 trade outputs

Results at a Glance

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

Corpus outcome

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

Indicators — plot verification

474 / 473

indicators clearing the ≥99% plot-match threshold

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

Strategies — trade timing

468 / 468

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

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

How closely — the numbers themselves

99.771%

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

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

Methodology

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

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

Open-source scripts only

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

2

No source redistribution

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

3

TradingView is the reference

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

4

Failures stay on the board

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

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

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

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

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

The band itself, script by script

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

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

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

The Corpus

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

Breaks and Retests - Free990by Free990 · MPL-2.0 799STRv5Verifiedbit-exact
100%1 plot
100%195 / 195
✓100.000%30,614
Plot match vs TradingView100%

Accuracy

  • Trades compared195 TV / 195 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-36,225 / -36,225
  • Plots compared1
  • Plotted values compared30,393
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,614
  • Run time3.42 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-30 18:30
  • Bars30,614

Source

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

SHA-256d5a94cfc63728611bb07d7734e4956e812132313e85d24014fd89ce3f74e1dd5

View on TradingView Permalink: Breaks and Retests - Free990
Heikin-Ashi MACDby ridvansozen1 798STRv4Verifiedbit-exact
100%3 plots
100%77 / 77
✓100.000%3,330
Plot match vs TradingView100%

Accuracy

  • Trades compared77 TV / 77 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)56,463 / 56,463
  • Plots compared3
  • Plotted values compared9,818
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed3,330
  • Run time0.45 s CPU
  • Per-bar time0.13 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe1D
  • From2017-08-17 00:00
  • To2026-09-28 00:00
  • Bars3,330

Source

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

SHA-2569d8a4372e1e3b04b23c6b4098c7b48e060da6503f7112615cce9ff65b00977c1

View on TradingView Permalink: Heikin-Ashi MACD
RedK Multi-Modal TrailingStop (RedK MMTStop)by RedKTrader · MPL-2.0 794INDv6Verifiedbit-exact
100%7 plots
—
—30,646
Plot match vs TradingView100%

Accuracy

  • Plots compared7
  • Plotted values compared153,917
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,646
  • Run time2.70 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 10:30
  • Bars30,646

Source

  • Pine versionv6
  • Script revisionv2
  • LicenseMPL-2.0

SHA-256bd0ec185f5716e5c3fd86fe8a6b1998408a726f9d1a4279a78eeef28c14a54db

View on TradingView Permalink: RedK Multi-Modal TrailingStop (RedK MMTStop)
Bollinger Bands strategy with RSI and MACD v1.0 by juliangonzaconde · MPL-2.0 794STRv4Verifiedbit-exact
100%6 plots
100%1,492 / 1,492
✓100.000%30,615
Plot match vs TradingView100%

Accuracy

  • Trades compared1,492 TV / 1,492 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)3,688 / 3,688
  • Plots compared6
  • Plotted values compared183,542
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,615
  • Run time1.88 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-30 19:00
  • Bars30,615

Source

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

SHA-25650e65b1bb9ce0a7057befc6541798ed81966569a27b49f146047479fb3a7028e

View on TradingView Permalink: Bollinger Bands strategy with RSI and MACD v1.0
Golden Triangle Strategyby eemani123 · MPL-2.0 793STRv4Verifiedbit-exact
100%3 plots
100%35 / 35
✓100.000%30,641
Plot match vs TradingView100%

Accuracy

  • Trades compared35 TV / 35 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)8,100 / 8,100
  • Plots compared3
  • Plotted values compared46,112
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,641
  • Run time2.31 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 08:00
  • Bars30,641

Source

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

SHA-2560c949a4ea7b349f5911faff7804047bf190ca0f661342372291a4b98cd8774ae

View on TradingView Permalink: Golden Triangle Strategy
ORB SESSIONSby VONKAR 792STRv6Verifiedbit-exact
100%12 plots
100%669 / 669
✓100.000%27,616
Plot match vs TradingView100%

Accuracy

  • Trades compared669 TV / 669 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,772 / -1,772
  • Plots compared12
  • Plotted values compared173,516
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,616
  • Run time63.49 s CPU
  • Per-bar time2.30 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 07:30
  • Bars27,616

Source

  • Pine versionv6
  • Script revisionv8
  • Licenseunspecified

SHA-25646f7cbaec210aca4c4874c83d5749f63b2d43d7f94c429a51bcf572aa7ce4811

View on TradingView Permalink: ORB SESSIONS
TASC 2026.03 One Percent A Weekby PineCodersTASC 791STRv6Verifiedbit-exact
100%4 plots
100%68 / 68
✓100.000%27,489
Plot match vs TradingView100%

Accuracy

  • Trades compared68 TV / 68 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-21 / -21
  • Plots compared4
  • Plotted values compared21,381
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,489
  • Run time1.22 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-27 16:00
  • Bars27,489

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256497d16fdb7ed4702595a017eead212ec9c206a7c74e7eba80cc2f66450d7c9ba

View on TradingView Permalink: TASC 2026.03 One Percent A Week
ATR Percentile Bands [TradingFinder] Dynamic Extremesby TradingFinder · MPL-2.0 788INDv6Verifiedbit-exact
100%13 plots
—
—30,646
Plot match vs TradingView100%

Accuracy

  • Plots compared13
  • Plotted values compared397,859
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,646
  • Run time3.10 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 10:30
  • Bars30,646

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-25621fd83315b576554edfbb5d42eda0bb92a8b9df1b2d4b56ccb83cc2a78924cc4

View on TradingView Permalink: ATR Percentile Bands [TradingFinder] Dynamic Extremes
Pure Morning 2.0 - Candlestick Pattern Doji Strategyby TheSocialCryptoClub · CC 787STRv5Verifiedbit-exact
100%8 plots
100%425 / 425
✓100.000%30,641
Plot match vs TradingView100%

Accuracy

  • Trades compared425 TV / 425 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-444 / -444
  • Plots compared8
  • Plotted values compared245,069
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,641
  • Run time3.39 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 08:00
  • Bars30,641

Source

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

SHA-25690d423c25ac454e4aca680b09e3228aa3156fdae0f3ac73a9e3b07fe4fb02b6e

View on TradingView Permalink: Pure Morning 2.0 - Candlestick Pattern Doji Strategy
Customizable Non-Repainting HTF MACD MFI Scalper Bot Strategyby MauricioZuniga 783STRv4Verifiedbit-exact
100%3 plots
100%182 / 182
✓100.000%30,641
Plot match vs TradingView100%

Accuracy

  • Trades compared182 TV / 182 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-22,197 / -22,197
  • Plots compared3
  • Plotted values compared49,984
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,641
  • Secondary-feed bars99,993
  • Total bars processed130,634
  • Run time9.16 s CPU
  • Per-bar time0.30 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 08:00
  • Bars30,641
  • Security @ 5 min99,993 bars

Source

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

SHA-2563acfffcd132b5a4d86e310a4e30996a18b6ad13b60a1ade2b846a6a256561dcb

View on TradingView Permalink: Customizable Non-Repainting HTF MACD MFI Scalper Bot Strategy
Multi-Step FlexiMA - Strategy [presentTrading]by PresentTrading · MPL-2.0 781STRv5Verifiedbit-exact
100%28 plots
100%391 / 391
✓100.000%30,641
Plot match vs TradingView100%

Accuracy

  • Trades compared391 TV / 391 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-481 / -481
  • Plots compared28
  • Plotted values compared762,704
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,641
  • Run time4.96 s CPU
  • Per-bar time0.16 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 08:00
  • Bars30,641

Source

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

SHA-256fc53011019b77cc36f512526c51c90f5674b31b51766ff2468bdcef760af9c10

View on TradingView Permalink: Multi-Step FlexiMA - Strategy [presentTrading]
Loft Strategy V4by BigCoinHunter · MPL-2.0 778STRv5Verifiedbit-exact
100%2 plots
100%183 / 183
✓100.000%19,975
Plot match vs TradingView100%

Accuracy

  • Trades compared183 TV / 183 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)4,464,607 / 4,464,607
  • Plots compared2
  • Plotted values compared39,950
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed19,975
  • Run time1.29 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-10-01 00:00
  • Bars19,975

Source

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

SHA-2562069621b786a8aef9d732267d26669980829d1ee219468080dd179b7940d148b

View on TradingView Permalink: Loft Strategy V4
Só Trade Top - Média de 8 - Augusto Backesby Valente_F · MPL-2.0 778STRv4Verifiedbit-exact
100%7 plots
100%27 / 27
✓100.000%30,641
Plot match vs TradingView100%

Accuracy

  • Trades compared27 TV / 27 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-810 / -810
  • Plots compared7
  • Plotted values compared214,487
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,641
  • Secondary-feed bars477
  • Total bars processed31,118
  • Run time2.62 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 08:00
  • Bars30,641
  • Security @ 1W477 bars

Source

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

SHA-2563bef00593fa169ca3ac4808a9e925d582b6ab30b840619c4e8ea34d3a6cb93f5

View on TradingView Permalink: Só Trade Top - Média de 8 - Augusto Backes
Apex Algo Engine [AlgoChief]by AlgoChief 776INDv6Verifiedbit-exact
100%10 plots
—
—30,652
Plot match vs TradingView100%

Accuracy

  • Plots compared10
  • Plotted values compared275,446
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,652
  • Run time2.57 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 13:30
  • Bars30,652

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256d2c006db61ae9bd694db0ee7196394f610d66ea1afe7ab8abfedcb51983d6bc7

View on TradingView Permalink: Apex Algo Engine [AlgoChief]
Buy Sell Strategy With Z-Score [TradeDots]by tradedots · MPL-2.0 776STRv5Verifiedbit-exact
100%3 plots
100%260 / 260
✓100.000%30,646
Plot match vs TradingView100%

Accuracy

  • Trades compared260 TV / 260 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-5,543 / -5,543
  • Plots compared3
  • Plotted values compared91,859
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,646
  • Run time1.48 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 10:30
  • Bars30,646

Source

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

SHA-2566346fe2696984fb60c22a0d52914123ecaa5bf69389b21767fa1582f837a8467

View on TradingView Permalink: Buy Sell Strategy With Z-Score [TradeDots]
YinYang RSI Volume Trend Strategyby YinYangAlgorithms · MPL-2.0 776STRv5Verifiedbit-exact
100%5 plots
100%550 / 550
✓100.000%30,645
Plot match vs TradingView100%

Accuracy

  • Trades compared550 TV / 550 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)99,761 / 99,761
  • Plots compared5
  • Plotted values compared151,630
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,645
  • Run time1.57 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 10:00
  • Bars30,645

Source

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

SHA-256fd0a03c2861439e086bf764c2536bdc12380919b93f8a7d890a551cb660ef134

View on TradingView Permalink: YinYang RSI Volume Trend Strategy
ATR Trailing Stoploss Strategyby ceyhun · MPL-2.0 775STRv4Verifiedbit-exact
100%1 plot
100%2,788 / 2,788
✓100.000%30,651
Plot match vs TradingView100%

Accuracy

  • Trades compared2,788 TV / 2,788 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)31,162 / 31,162
  • Plots compared1
  • Plotted values compared30,651
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,651
  • 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
  • To2026-10-01 13:00
  • Bars30,651

Source

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

SHA-256c076048ac26028c13ed9bde1c812847f9b6176dde8cb1936c0c5e18b26f29f11

View on TradingView Permalink: ATR Trailing Stoploss Strategy
MA Candles Supertrend Strategyby Trendoscope · MPL-2.0 775STRv5Verifiedbit-exact
100%5 plots
100%131 / 131
✓100.000%30,645
Plot match vs TradingView100%

Accuracy

  • Trades compared131 TV / 131 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-3,532 / -3,532
  • Plots compared5
  • Plotted values compared153,100
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,645
  • Secondary-feed bars10
  • Total bars processed30,655
  • Run time39.88 s CPU
  • Per-bar time1.30 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 10:00
  • Bars30,645
  • Security @ 12M10 bars

Source

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

SHA-256b3752f8dca108c65798da746fab3c22e7becf512d55bfae9b1e763d634c8bbe1

View on TradingView Permalink: MA Candles Supertrend Strategy
Three moving average strategiesby dadashkadir · MPL-2.0 775STRv4Lookaheadbit-exact
100%7 plots
95.8%1,548 / 1,548
✗116.961%30,651
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 compared1,548 TV / 1,548 Pyne
  • Whole-trade match95.8%
  • Entry timing match97.74%
  • Exit timing match97.74%
  • Extra Pyne entries35
  • Net profit (TV / Pyne)-5,557 / -6,500
  • Plots compared7
  • Plotted values compared214,429
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,651
  • Run time1.55 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 13:00
  • Bars30,651

Source

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

SHA-256fa1a64bc334c306da9b456df443a5fa556031616a071a006650efe55992a9453

View on TradingView Permalink: Three moving average strategies
VCP pivot buyby perrycc007 · MPL-2.0 775STRv4Verifiedbit-exact
100%4 plots
100%30 / 30
✓100.000%30,646
Plot match vs TradingView100%

Accuracy

  • Trades compared30 TV / 30 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-12,547 / -12,547
  • Plots compared4
  • Plotted values compared122,178
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,646
  • Run time4.34 s CPU
  • Per-bar time0.14 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 10:30
  • Bars30,646

Source

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

SHA-25626e334fd38815bad88e7baa5e5081e94e2c597b508460092adb46d0ede30ae8a

View on TradingView Permalink: VCP pivot buy
Pivot Consolidation Zoneby Uncle_the_shooter · MPL-2.0 774INDv6Verifiedbit-exact
100%8 plots
—
—30,654
Plot match vs TradingView100%

Accuracy

  • Plots compared8
  • Plotted values compared184,229
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,654
  • Run time3.64 s CPU
  • Per-bar time0.12 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-25688f72a7715e349188a3a13bf2148ba8809d8e18d8fa631652a798d17c2cdd62c

View on TradingView Permalink: Pivot Consolidation Zone
MACandles-LinearRegression-Strategyby Trendoscope · MPL-2.0 774STRv5Verifiedbit-exact
100%4 plots
100%107 / 107
✓100.000%30,651
Plot match vs TradingView100%

Accuracy

  • Trades compared107 TV / 107 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)4,737 / 4,737
  • Plots compared4
  • Plotted values compared61,115
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,651
  • Run time2.70 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 13:00
  • Bars30,651

Source

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

SHA-25649c3416016d6b39b5ab51b6488bad4eb31c70bb85bb577054a68534c02aa6c1c

View on TradingView Permalink: MACandles-LinearRegression-Strategy
TP/SL Toolkit [AxeAlgo]by AxeAlgo 774STRv6Verifiedbit-exact
100%2 plots
100%2,527 / 2,527
✓100.000%30,685
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)-7,136 / -7,136
  • Plots compared2
  • Plotted values compared61,370
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,685
  • Run time3.05 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 06:00
  • Bars30,685

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256f96965d17955f2509c434608e29b8b8c29aa59188e9e2a7a9a809c64fd2de488

View on TradingView Permalink: TP/SL Toolkit [AxeAlgo]
High/Low Channel Multi averages Crypto Swing strategyby exlux · MPL-2.0 773STRv4Verifiedbit-exact
100%2 plots
100%1,342 / 1,342
✓100.000%19,976
Plot match vs TradingView100%

Accuracy

  • Trades compared1,342 TV / 1,342 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)33,429 / 33,429
  • Plots compared2
  • Plotted values compared39,930
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathta.alma (Gaussian weights via exp)
  • Pearson correlation (min)1.000000

Run

  • Bars executed19,976
  • Run time1.57 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-10-01 04:00
  • Bars19,976

Source

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

SHA-256a95307b104027d7804c5ba3d56dc4a03ed66f9f8c255f9da0e5f2f5a50c6148b

View on TradingView Permalink: High/Low Channel Multi averages Crypto Swing strategy
Strategy Myth-Busting #12 - OSGFC+SuperTrend - [MYN]by myncrypto · MPL-2.0 773STRv5Verifiedbit-exact
100%8 plots
100%1,046 / 1,046
✓100.000%30,651
Plot match vs TradingView100%

Accuracy

  • Trades compared1,046 TV / 1,046 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-796 / -796
  • Plots compared8
  • Plotted values compared214,509
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathcos, exp, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,651
  • Run time10.14 s CPU
  • Per-bar time0.33 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 13:00
  • Bars30,651

Source

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

SHA-256c447f67e0dd6e0633b056ad869cee48e1d78fb0142e67dae02c4facf76923e52

View on TradingView Permalink: Strategy Myth-Busting #12 - OSGFC+SuperTrend - [MYN]

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

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