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.

Universal Breakout Strategy [KedArc Quant]by kedarcquant 1,178STRv6Verifiedbit-exact
100%9 plots
100%484 / 484
✓100.000%27,615
Plot match vs TradingView100%

Accuracy

  • Trades compared484 TV / 484 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-194,870 / -194,870
  • Plots compared9
  • Plotted values compared110,460
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,615
  • Secondary-feed bars3,270
  • Total bars processed30,885
  • Run time3.84 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 07:00
  • Bars27,615
  • Security @ 1D3,270 bars

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256983f114a0bd75aa01b1f2d10666712ed5b47f5156545558a34e22e1fa2941b8b

View on TradingView Permalink: Universal Breakout Strategy [KedArc Quant]
Coral Trend Pullback Strategy (TradeIQ)by kevinmck100 · MPL-2.0 1,176STRv5Verifiedbit-exact
100%12 plots
100%63 / 63
✓100.000%29,603
Plot match vs TradingView100%

Accuracy

  • Trades compared63 TV / 63 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-117 / -117
  • Plots compared12
  • Plotted values compared355,155
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathta.alma (Gaussian weights via exp)
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,603
  • Run time3.11 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-09 17:00
  • Bars29,603

Source

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

SHA-25654eb5d2af375bd6c6cc5119c239cec3a4686a5d57fe68eda5ffe85c15ef1acfa

View on TradingView Permalink: Coral Trend Pullback Strategy (TradeIQ)
Simple EMA Long Only Strategyby coingrabber 1,176STRv4Verifiedbit-exact
100%4 plots
100%356 / 356
✓100.000%29,603
Plot match vs TradingView100%

Accuracy

  • Trades compared356 TV / 356 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)1,498 / 1,498
  • Plots compared4
  • Plotted values compared118,351
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,603
  • 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
  • To2026-09-09 17:00
  • Bars29,603

Source

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

SHA-2560c4d97c4da1bbc6806c66d8b1bfe012a956ceb4bfdae22772867c7b7ff954a86

View on TradingView Permalink: Simple EMA Long Only Strategy
3-Signal Directional Trend Strategy for E-Minisby TradeStation 1,175STRv5Verified
—
100%814 / 814
✓100.000%29,604

Accuracy

  • Trades compared814 TV / 814 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-37,868 / -37,868

Run

  • Bars executed29,604
  • Run time1.27 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-09 17:30
  • Bars29,604

Source

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

SHA-2560e6c9da76c27080ac6a243ad2e388e76a91e212e1b66120239524c50f0a6a94a

View on TradingView Permalink: 3-Signal Directional Trend Strategy for E-Minis
Simple RSI strategyby RafaelZioni · MPL-2.0 1,175STRv4Verifiedbit-exact
100%8 plots
100%742 / 742
✓100.000%29,603
Plot match vs TradingView100%

Accuracy

  • Trades compared742 TV / 742 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-2,908 / -2,908
  • Plots compared8
  • Plotted values compared236,428
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,603
  • Run time3.60 s CPU
  • Per-bar time0.12 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-09 17:00
  • Bars29,603

Source

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

SHA-2560c00f305560f9b3966bab723e5580c50e4857354048fa3315d2f6966b6450a32

View on TradingView Permalink: Simple RSI strategy
Strategy Myth-Busting #6 - PSAR+MA+SQZMOM+HVI - [MYN]by myncrypto · MPL-2.0 1,175STRv5Verifiedbit-exact
100%11 plots
100%57 / 57
✓100.000%29,650
Plot match vs TradingView100%

Accuracy

  • Trades compared57 TV / 57 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)33,285 / 33,285
  • Plots compared11
  • Plotted values compared88,701
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,650
  • Run time7.35 s CPU
  • Per-bar time0.25 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 16:30
  • Bars29,650

Source

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

SHA-256ee8266d5aded6c4dda47b68aed9d6991c308c5b2cc364bd88a2f912cb4f75183

View on TradingView Permalink: Strategy Myth-Busting #6 - PSAR+MA+SQZMOM+HVI - [MYN]
Pivot of Pivot Reversal Strategy [QuantNomad]by QuantNomad 1,174STRv4Verifiedbit-exact
100%4 plots
100%298 / 298
✓100.000%29,650
Plot match vs TradingView100%

Accuracy

  • Trades compared298 TV / 298 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)26,181 / 26,181
  • Plots compared4
  • Plotted values compared118,596
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,650
  • Run time2.14 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 16:30
  • Bars29,650

Source

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

SHA-256c3708514006b3fde3c515f41f632da426d011be7f9a2aaad000038780de2a3de

View on TradingView Permalink: Pivot of Pivot Reversal Strategy [QuantNomad]
BEST Trailing Stop Strategyby Daveatt 1,171STRv4Lookahead
99.96%7 plots
97.18%814 / 814
✗114.902%29,651
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 compared814 TV / 814 Pyne
  • Whole-trade match97.18%
  • Entry timing match98.53%
  • Exit timing match98.53%
  • Extra Pyne entries12
  • Net profit (TV / Pyne)-5,777,327 / -6,638,281
  • Plots compared7
  • Plotted values compared147,768
  • Identical to the bit99.957%
  • Worst gap1.4 × 10⁻³ relative (~2 significant figures)
  • Pearson correlation (min)1.000000
  • Worst-matching plotSLPriceTrigger

Run

  • Bars executed29,651
  • 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
  • To2026-09-10 17:00
  • Bars29,651

Source

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

SHA-2567dc080c7d13c4c9eae216953eea19399665024a2c57f73515ca9b4cc75c9d9d2

View on TradingView Permalink: BEST Trailing Stop Strategy
Technicals Rating Strategy v420by SeaSide420 1,170STRv4Verified
—
100%1,851 / 1,851
✓100.000%29,651

Accuracy

  • Trades compared1,851 TV / 1,851 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-46,026 / -46,026

Run

  • Bars executed29,651
  • Run time6.04 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 17:00
  • Bars29,651

Source

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

SHA-2568479de4e1312b5efbe56120b9f7f58228abf1a01e278840a5e27214e4ab7df84

View on TradingView Permalink: Technicals Rating Strategy v420
RSI Overbought Oversold Divergence Strategy w/ Buy/Sell Signalsby imal_max · MPL-2.0 1,167STRv5Verifiedbit-exact
100%63 plots
100%498 / 498
✓100.000%29,651
Plot match vs TradingView100%

Accuracy

  • Trades compared498 TV / 498 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-318 / -318
  • Plots compared63
  • Plotted values compared62,366
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathlog, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,651
  • Run time12.84 s CPU
  • Per-bar time0.43 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 17:00
  • Bars29,651

Source

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

SHA-2564c22cad4304eba4a0757a93ead099c92d4ef148b5557b9fdbadd4c3084261a03

View on TradingView Permalink: RSI Overbought Oversold Divergence Strategy w/ Buy/Sell Signals
Moving Average Scalperby Coinrule 1,163STRv4Verifiedbit-exact
100%4 plots
100%81 / 81
✓100.000%29,652
Plot match vs TradingView100%

Accuracy

  • Trades compared81 TV / 81 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-48 / -48
  • Plots compared4
  • Plotted values compared118,253
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,652
  • Run time1.75 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 17:30
  • Bars29,652

Source

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

SHA-25612fd798d175845351f45d51af4a3ab033795ef43eb9f38e0b762578b20734428

View on TradingView Permalink: Moving Average Scalper
RSI Crossover Strategy with Compounding (Monthly)by Anmol-Mittal 1,161STRv5Verifiedbit-exact
100%2 plots
100%2 / 2
✓100.000%29,652
Plot match vs TradingView100%

Accuracy

  • Trades compared2 TV / 2 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-703 / -703
  • Plots compared2
  • Plotted values compared59,304
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,652
  • Secondary-feed bars110
  • Total bars processed29,762
  • Run time2.68 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 17:30
  • Bars29,652
  • Security @ 1M110 bars

Source

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

SHA-25635686353ae385f3914f7cbf1b1f0d35f297fb85267211e25a833a2b11d0bd05e

View on TradingView Permalink: RSI Crossover Strategy with Compounding (Monthly)
Chandelier Exit Strategy with 200 EMA Filterby PakunFX · MPL-2.0 1,157STRv5Verified
—
100%542 / 542
✓100.000%29,653

Accuracy

  • Trades compared542 TV / 542 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-36,578 / -36,578

Run

  • Bars executed29,653
  • Run time0.96 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 18:00
  • Bars29,653

Source

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

SHA-256b16d0480db462759e29b0807dfd9ba0a49ca91d7ceec159c6ca6b79e651ff3c1

View on TradingView Permalink: Chandelier Exit Strategy with 200 EMA Filter
Davin's 10/200MA Pullback on SPY Strategy v2.0by Gold_D_Roger · MPL-2.0 1,157STRv5Verifiedbit-exact
100%5 plots
100%553 / 553
✓100.000%29,652
Plot match vs TradingView100%

Accuracy

  • Trades compared553 TV / 553 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-148 / -148
  • Plots compared5
  • Plotted values compared118,598
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,652
  • Run time1.53 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 17:30
  • Bars29,652

Source

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

SHA-256c7f874321d202da3488443e345586e5a8dfddb149503dcf39a20f027d9fdfbf1

View on TradingView Permalink: Davin's 10/200MA Pullback on SPY Strategy v2.0
X48 - Strategy | MA Type Cross + TPSL | Future&Spot | V.2by X4815162342 · MPL-2.0 1,153STRv5Verifiedbit-exact
100%24 plots
100%744 / 744
✓100.000%29,652
Plot match vs TradingView100%

Accuracy

  • Trades compared744 TV / 744 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-29 / -29
  • Plots compared24
  • Plotted values compared266,645
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,652
  • Secondary-feed bars110
  • Total bars processed29,762
  • Run time11.24 s CPU
  • Per-bar time0.38 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-10 17:30
  • Bars29,652
  • Security @ 1M110 bars

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv15
  • LicenseMPL-2.0

SHA-256131039a55795608f4aa3b7dcb5963eb54cbbdcb7e492eae8f9e435d1f7d9025d

View on TradingView Permalink: X48 - Strategy | MA Type Cross + TPSL | Future&Spot | V.2
Mutanabby_AI | Algo Pro Strategyby Mutanabby_AI 1,152STRv5Verifiedbit-exact
100%1 plot
100%288 / 288
✓100.000%29,704
Plot match vs TradingView100%

Accuracy

  • Trades compared288 TV / 288 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-2,104 / -2,104
  • Plots compared1
  • Plotted values compared11,989
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,704
  • Run time1.38 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 versionv5, converted to v6 by PyneComp
  • Script revisionv1
  • Licenseunspecified

SHA-256c6a2fb6bb3d74ee74b0d0f73e7164f5ae9f9b54ddee9dbdf095786bcc46404e6

View on TradingView Permalink: Mutanabby_AI | Algo Pro Strategy
Trading Report Generator from CSVby adolgov · MPL-2.0 1,147STRv6Verified
—
100%2 / 2
✓100.000%9,855

Accuracy

  • Trades compared2 TV / 2 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)2,255,772 / 2,255,772

Run

  • Bars executed9,855
  • Run time0.62 s CPU

Data window

  • SymbolCRYPTO:BTCUSD
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2025-07-25 07:00
  • Bars9,855

Source

  • Pine versionv6
  • Script revisionv2
  • LicenseMPL-2.0

SHA-256cfb731846f03c1cec8d657b14ec73f31e67864dbd109316b55e52494754a1a6a

View on TradingView Permalink: Trading Report Generator from CSV
Zendog V3 backtest DCA bot 3commasby zendog123 1,136STRv5Verifiedbit-exact
100%5 plots
100%97 / 97
✓99.999%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 time3.72 s CPU
  • Per-bar time0.13 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 time16.60 s CPU
  • Per-bar time0.56 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 time2.56 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-11 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%2,344 / 2,344
✓100.000%27,614
Plot match vs TradingView100%

Accuracy

  • Trades compared2,344 TV / 2,344 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-60,890 / -60,890
  • Plots compared1
  • Plotted values compared27,614
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,614
  • Run time1.24 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 06:30
  • Bars27,614

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 time5.17 s CPU
  • Per-bar time0.19 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

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

Try PyneComp Convert your first Pine script at pynesys.io