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.

Octopus Nest Strategy by simwai · CC 1,109STRv5Verifiedbit-exact
100%10 plots
100%42 / 42
✓100.000%29,735
Plot match vs TradingView100%

Accuracy

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

Run

  • Bars executed29,735
  • Run time5.24 s CPU
  • Per-bar time0.18 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-256fb4d920f59367006e540aab51a4b4dd3164d367adef517b526b32e6f74f1358c

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

Accuracy

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

Run

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

Data window

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

Source

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

SHA-256f8253f6459cd3f3af12c86bc6871c910873ec30a2478d7c8465a7cb28a39fae8

View on TradingView Permalink: Ichimoku Cloud Back test
MTF stochastic strategyby 03.freeman 1,095STRv4Verified
100%4 plots
100%624 / 624
✓100.000%29,735
Plot match vs TradingView100%

Accuracy

  • Trades compared624 TV / 624 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-74,870 / -74,870
  • Plots compared4
  • Plotted values compared118,840
  • Identical to the bit99.933%
  • Worst gap7.9 × 10⁻¹⁴ relative (~13 significant figures)
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,735
  • Run time5.82 s CPU
  • Per-bar time0.20 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-25649932579fdc820bc26be554109dfb6d7394fbf5310b7f4a2920c692e37b96f45

View on TradingView Permalink: MTF stochastic strategy
Fibonacci Trend Reversal Strategyby nioboi · MPL-2.0 1,091STRv6Verifiedbit-exact
100%13 plots
100%117 / 117
✓100.000%21,147
Plot match vs TradingView100%

Accuracy

  • Trades compared117 TV / 117 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-0 / -0
  • Plots compared13
  • Plotted values compared80,842
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed21,147
  • Run time2.74 s CPU
  • Per-bar time0.13 ms/bar CPU (per chart bar)

Data window

  • SymbolBYBIT:WIFUSDT.P
  • Timeframe5 min
  • From2026-05-18 00:00
  • To2026-07-30 10:10
  • Bars21,147

Source

  • Pine versionv6
  • Script revisionv7
  • LicenseMPL-2.0

SHA-256613f955a6786c4181cee92f5888da0d59b7f670cdb5b16946ba3144ef555e5b7

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

Accuracy

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

Run

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

Data window

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

Source

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

SHA-2567c93b4f61d7ae489c162665fd6423606f05368550a834835139433ab93e65e75

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

Accuracy

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

Run

  • Bars executed29,735
  • Run time2.21 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256da339b48aa6c0e86fc2ec12c7c7faa526ce9eceae9d064c214c32717fbd517c3

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

Accuracy

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

Run

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

Data window

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

Source

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

SHA-256050da61c02c8aec790f033603f9326f2b2941147fad0fd97a2814d5f75412164

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

Accuracy

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

Run

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

Data window

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

Source

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

SHA-256993d84c9debf87803d618e85dfb3cf76515e3f292deac12319a6a20ca5fbae2a

View on TradingView Permalink: Fractal Breakout Strategy
VWAP Breakout Strategy + EMAs + Clean Cycle/TP/SL Plotsby CatalystNQ 1,074STRv6Verifiedbit-exact
100%4 plots
100%4,044 / 4,044
✓100.000%27,615
Plot match vs TradingView100%

Accuracy

  • Trades compared4,044 TV / 4,044 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-23,372 / -23,372
  • Plots compared4
  • Plotted values compared110,324
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,615
  • Run time2.45 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256845641099fcc25e4a11d88e9e29bcb0f4910b5da1ff6d986f49669f97eae6691

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

Accuracy

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

Run

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

Data window

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

Source

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

SHA-256c64851b673135ad0360c5edce7a17aefb20b961a8c251b9281890ced7edb0013

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

Lookahead, measured — run once with PyneCore's own rules and once with TradingView's future-leaks restored (an open higher-timeframe period read as if it had closed, or a body re-running mid-bar handed the completed bar), the script's own plots differ. Its results depend on data its bars could not have had, so its TradingView reference is itself a lookahead result. With the future-leaks restored on the PyneCore side too, its plots match TradingView 100%. Held apart from the accuracy score.

Accuracy

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

Run

  • Bars executed29,739
  • Run time25.79 s CPU
  • Per-bar time0.87 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-256c45eb96e5fdaa220e90cfd7aded75a74fd314f9e6c6de4c7da1236c87c79e87b

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

Accuracy

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

Run

  • Bars executed29,739
  • Secondary-feed bars3,314
  • Total bars processed33,053
  • Run time3.13 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-2562ec2cdd5858130efb16422ad60e8e33489f3cdd416a39a2abb19369cc08ae2d5

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

Lookahead, measured — run once with PyneCore's own rules and once with TradingView's future-leaks restored (an open higher-timeframe period read as if it had closed, or a body re-running mid-bar handed the completed bar), the script's own plots differ. Its results depend on data its bars could not have had, so its TradingView reference is itself a lookahead result. With the future-leaks restored on the PyneCore side too, its plots match TradingView 100%. Held apart from the accuracy score.

Accuracy

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

Run

  • Bars executed29,744
  • Secondary-feed bars3,788
  • Total bars processed33,532
  • Run time5.63 s CPU
  • Per-bar time0.19 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-256e8904d71bf08f0d4a5acb0f68c742ac1f58b281ec0a816993d471be04f85d4ce

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

Accuracy

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

Run

  • Bars executed29,744
  • Secondary-feed bars6,628
  • Total bars processed36,372
  • Run time5.61 s CPU
  • Per-bar time0.19 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-2568587931af4680e351a635ec4f64ec001f971bc21d164af0f264c50e243b07a3d

View on TradingView Permalink: Yesterday’s High Breakout - Trend Following Strategy
BEST ATR Stop Multiple Strategyby Daveatt · MPL-2.0 1,050STRv4Lookahead
99.96%7 plots
95.6%817 / 817
✗134.721%29,745
Plot match vs TradingView99.9%

Lookahead, measured — run once with PyneCore's own rules and once with TradingView's future-leaks restored (an open higher-timeframe period read as if it had closed, or a body re-running mid-bar handed the completed bar), the script's own plots differ. Its results depend on data its bars could not have had, so its TradingView reference is itself a lookahead result. With the future-leaks restored on the PyneCore side too, its plots match TradingView 100%. Held apart from the accuracy score.

Accuracy

  • Trades compared817 TV / 817 Pyne
  • Whole-trade match95.6%
  • Entry timing match97.68%
  • Exit timing match97.67%
  • Extra Pyne entries19
  • Net profit (TV / Pyne)-4,784,601 / -6,445,859
  • Plots compared7
  • Plotted values compared176,151
  • Identical to the bit99.963%
  • Worst gap1.7 × 10⁻² relative (~1 significant figures)
  • Bars plotted by one side only4
  • Match on values alone99.963%
  • Pearson correlation (min)0.999999
  • Worst-matching plotLong Trail Stop

Run

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

Data window

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

Source

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

SHA-256d5ddee86129227da98fd75d540f5c470a08a910be2b46d4fa83a675977b5df36

View on TradingView Permalink: BEST ATR Stop Multiple Strategy
Multi-Oscillator Divergence Strategyby Craig_Claussen 1,049STRv4Lookahead
99.99%9 plots
97.51%240 / 236
✗132.066%29,744
Plot match vs TradingView99.9%

Lookahead, measured — run once with PyneCore's own rules and once with TradingView's future-leaks restored (an open higher-timeframe period read as if it had closed, or a body re-running mid-bar handed the completed bar), the script's own plots differ. Its results depend on data its bars could not have had, so its TradingView reference is itself a lookahead result. With the future-leaks restored on the PyneCore side too, its plots match TradingView 100%. Held apart from the accuracy score.

Accuracy

  • Trades compared240 TV / 236 Pyne
  • Whole-trade match97.51%
  • Entry timing match98.34%
  • Exit timing match98.33%
  • Net profit (TV / Pyne)36,458 / 48,149
  • Plots compared9
  • Plotted values compared37,507
  • Identical to the bit100%
  • Worst gapsame double
  • Bars plotted by one side only2
  • Match on values alone100%
  • Pearson correlation (min)1.000000
  • Worst-matching plotHidden Bearish Label

Run

  • Bars executed29,744
  • Run time2.58 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-2561f4f5b8f47f52baa21726aaec03e2a1469004334c4d7b1a0a2eeb132cb565e7c

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

Accuracy

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

Run

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

Data window

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

Source

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

SHA-2565f59d62c863f952c446884139daf844655e852c4f74024a2058639d86221d5f3

View on TradingView Permalink: Double Bottom and Top Hunter
Momentum Reversal / Dip Buyer [Score Based]by TheTRADRS · MPL-2.0 1,027STRv5Verifiedbit-exact
100%2 plots
100%927 / 927
✓100.000%29,782
Plot match vs TradingView100%

Accuracy

  • Trades compared927 TV / 927 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)4,091 / 4,091
  • Plots compared2
  • Plotted values compared59,564
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,782
  • 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
  • To2026-09-13 10:30
  • Bars29,782

Source

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

SHA-256775dff9f590689e7a8f85fd95441054413f85668dca1d8752899643d312c6cb5

View on TradingView Permalink: Momentum Reversal / Dip Buyer [Score Based]
Pivot Reversal Strategy + alerts via TradingConnector to indicesby Peter_O 1,026STRv4Verified
—
100%1,476 / 1,476
✓100.000%29,783

Accuracy

  • Trades compared1,476 TV / 1,476 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)147,625 / 147,625

Run

  • Bars executed29,783
  • Run time2.18 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-13 11:00
  • Bars29,783

Source

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

SHA-25681707311482d170f399e7f33cc5788f0976d3c22b5719a89adf7ccd6b43ce585

View on TradingView Permalink: Pivot Reversal Strategy + alerts via TradingConnector to indices
NQ/MNQ Super Scalper [BACKTEST]by Crispigino 1,021STRv6Data-limited
—
89.92%376 / 359
✗440.609%28,825

Data-limited — this script calls request.footprint(), whose tick-level order-flow (buy/sell aggressor) data TradingView derives from bid/ask ticks. This comparison runs on frozen OHLCV bars and no such feed is part of it, so the footprint is reported as na and the script falls back to price action. It runs, but can never match TradingView here — excluded from the accuracy score, by design.

Accuracy

  • Trades compared376 TV / 359 Pyne
  • Whole-trade match89.92%
  • Entry timing match94.96%
  • Exit timing match92.82%
  • Extra Pyne entries2
  • Net profit (TV / Pyne)3,153 / 13,890

Run

  • Bars executed28,825
  • Secondary-feed bars218,906
  • Total bars processed247,731
  • Run time71.23 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-24 12:00
  • Bars28,825
  • Security @ 1D3,250 bars
  • Security SPY @ 30 min5,313 bars
  • Security ES1! @ 30 min19,365 bars
  • Security QQQ @ 30 min5,313 bars
  • Security @ 5 min100,003 bars
  • Security @ 15 min40,274 bars
  • Security USI:TICK @ 30 min21,610 bars
  • Security CBOE:VIX @ 30 min23,778 bars

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-2565b8a1304c7aacbe10030cee4495965d7cbb3fe131d540995a3f0c887673beb2e

View on TradingView Permalink: NQ/MNQ Super Scalper [BACKTEST]
CoGrid Managementby UnknownUnicorn2151907 · MPL-2.0 1,019STRv4Verifiedbit-exact
100%32 plots
100%570 / 570
✓100.000%29,782
Plot match vs TradingView100%

Accuracy

  • Trades compared570 TV / 570 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)31,950 / 31,950
  • Plots compared32
  • Plotted values compared167,243
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,782
  • Secondary-feed bars110
  • Total bars processed29,892
  • Run time36.64 s CPU
  • Per-bar time1.23 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-13 10:30
  • Bars29,782
  • Security @ 1M110 bars

Source

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

SHA-2563fc9f9eaea0c74772454fcca09318c4f5758e4cbda119aeffc46012e02dcf6a1

View on TradingView Permalink: CoGrid Management
Heikin/Kaufman Non-Repaintby TradersVenue 1,019STRv4Verifiedbit-exact
100%2 plots
100%818 / 818
✓100.071%29,784
Plot match vs TradingView100%

Accuracy

  • Trades compared818 TV / 818 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-21,772 / -21,788
  • Plots compared2
  • Plotted values compared46,442
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,784
  • Secondary-feed bars20,154
  • Total bars processed49,938
  • Run time4.82 s CPU
  • Per-bar time0.16 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-13 11:30
  • Bars29,784
  • Security @ 25 min20,154 bars

Source

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

SHA-2569bffd742875b34ec629ab58a746aadba2feaff3a8e5df8c735be6a72f079309a

View on TradingView Permalink: Heikin/Kaufman Non-Repaint
3Commas Bot DCA Backtester & Signals FREEby FriendOfTheTrend 1,017STRv5Verifiedbit-exact
100%54 plots
100%1,646 / 1,646
✓100.000%29,783
Plot match vs TradingView100%

Accuracy

  • Trades compared1,646 TV / 1,646 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)1,890 / 1,890
  • Plots compared54
  • Plotted values compared245,672
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,783
  • Run time55.92 s CPU
  • Per-bar time1.88 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-13 11:00
  • Bars29,783

Source

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

SHA-256fa6d363bbedac269b532271ae1d0bf450b9c3efdeedf50e2ea8c3c89a2535480

View on TradingView Permalink: 3Commas Bot DCA Backtester & Signals FREE
Optimized Heikin Ashi Strategy with Buy/Sell Optionsby markontie 1,016STRv5Lookahead
77.87%8 plots
9.15%73 / 164
✗10.490%19,868
Plot match vs TradingView77.9%

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 compared73 TV / 164 Pyne
  • Whole-trade match9.15%
  • Entry timing match49.32%
  • Exit timing match58.9%
  • Extra Pyne entries128
  • Net profit (TV / Pyne)7 / 1
  • Plots compared8
  • Plotted values compared158,934
  • Identical to the bit77.873%
  • Worst gap7.1 × 10⁻¹ relative (~0 significant figures)
  • Pearson correlation (min)0.364643
  • Worst-matching plotCandles (close)

Run

  • Bars executed19,868
  • Secondary-feed bars3,315
  • Total bars processed23,183
  • Run time3.51 s CPU
  • Per-bar time0.18 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-09-13 04:00
  • Bars19,868
  • Security @ 1D3,315 bars

Source

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

SHA-25631d29f15bf295c3f86903473d0e8080d09f6f359735aa10eceafde1141186b30

View on TradingView Permalink: Optimized Heikin Ashi Strategy with Buy/Sell Options
Vegas SuperTrend Enhanced - Strategy [presentTrading]by PresentTrading · MPL-2.0 1,010STRv5Verifiedbit-exact
100%6 plots
100%337 / 337
✓100.000%29,786
Plot match vs TradingView100%

Accuracy

  • Trades compared337 TV / 337 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-11,030 / -11,030
  • Plots compared6
  • Plotted values compared148,633
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,786
  • Run time1.84 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-13 12:30
  • Bars29,786

Source

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

SHA-256af9415e1903e72eb0a025a8f20c5dd708eb304ff4e59f8705a1bcafa91474735

View on TradingView Permalink: Vegas SuperTrend Enhanced - Strategy [presentTrading]

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

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