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.

X48 - Strategy | BreakOut & Consecutive (11in1) + Alert | V.1.2by X4815162342 · MPL-2.0 960STRv5Lookahead
—
92.66%3,677 / 3,671
✓98.392%29,868

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 94.13%. Held apart from the accuracy score.

Accuracy

  • Trades compared3,677 TV / 3,671 Pyne
  • Whole-trade match92.66%
  • Entry timing match94.02%
  • Exit timing match97.61%
  • Extra Pyne entries214
  • Net profit (TV / Pyne)-105 / -104

Run

  • Bars executed29,868
  • Secondary-feed bars99,985
  • Total bars processed129,853
  • Run time26.50 s CPU
  • Per-bar time0.89 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 05:30
  • Bars29,868
  • Security @ 1 min99,985 bars

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv17
  • LicenseMPL-2.0

SHA-2565e33871b6ec01468ba805fdd9fbf81cdd9ede654d53de4a3458221475ae269a5

View on TradingView Permalink: X48 - Strategy | BreakOut & Consecutive (11in1) + Alert | V.1.2
Previous Day High and Low Breakout Strategyby ceyhun · MPL-2.0 957STRv4Verifiedbit-exact
100%2 plots
100%214 / 214
✓100.000%29,867
Plot match vs TradingView100%

Accuracy

  • Trades compared214 TV / 214 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-13,898 / -13,898
  • Plots compared2
  • Plotted values compared59,734
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,867
  • Secondary-feed bars3,317
  • Total bars processed33,184
  • Run time3.23 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 05:00
  • Bars29,867
  • Security @ 1D3,317 bars

Source

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

SHA-25609f6c64f978098d716c4f37f7f94fb9da7b87e2c2df5c426193ed45e38e3eb7f

View on TradingView Permalink: Previous Day High and Low Breakout Strategy
SuperTrend STRATEGYby holdon_to_profits 956STRv6Verifiedbit-exact
100%3 plots
100%90 / 90
✓100.000%27,616
Plot match vs TradingView100%

Accuracy

  • Trades compared90 TV / 90 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-3,420,570 / -3,420,570
  • Plots compared3
  • Plotted values compared27,697
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,616
  • Run time1.68 s CPU
  • Per-bar time0.06 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 revisionv4
  • Licenseunspecified

SHA-2565fba258f2795bc61a2fce57ab3157c9bccf19816b5adfdb968ef2f456d84a058

View on TradingView Permalink: SuperTrend STRATEGY
MACD, RSI, & RVOL Strategyby BobBarker42069 · MPL-2.0 949STRv4Verified
—
100%21 / 21
✓100.000%29,868

Accuracy

  • Trades compared21 TV / 21 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)14,597 / 14,597

Run

  • Bars executed29,868
  • Run time0.81 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 05:30
  • Bars29,868

Source

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

SHA-25630a6663869011b8c676dddf0a1f45b0a0845c15161ab1bf585215c4d236f16af

View on TradingView Permalink: MACD, RSI, & RVOL Strategy
BollingerBands Strat + pending order alerts via TradingConnectorby Peter_O 945STRv5Verified
—
100%733 / 733
✓100.000%29,870

Accuracy

  • Trades compared733 TV / 733 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)65,324,572 / 65,324,570

Run

  • Bars executed29,870
  • Run time1.33 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 06:30
  • Bars29,870

Source

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

SHA-256362f01bc06ae87466e2c7f6f2e1ac5f0c580c4a099b490a192c1f7a6ad879055

View on TradingView Permalink: BollingerBands Strat + pending order alerts via TradingConnector
Multi-TF AI SuperTrend with ADX - Strategy [PresentTrading]by PresentTrading · MPL-2.0 944STRv5Verifiedbit-exact
100%15 plots
100%37 / 37
✓100.000%29,870
Plot match vs TradingView100%

Accuracy

  • Trades compared37 TV / 37 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-4 / -4
  • Plots compared15
  • Plotted values compared149,115
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,870
  • Secondary-feed bars3,317
  • Total bars processed33,187
  • Run time11.12 s CPU
  • Per-bar time0.37 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 06:30
  • Bars29,870
  • Security @ 1D3,317 bars

Source

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

SHA-256383c6387ec57935b01e80d27b07fae8f1514aee5860bb21b3449e26de891ecae

View on TradingView Permalink: Multi-TF AI SuperTrend with ADX - Strategy [PresentTrading]
Double Supertrendby ThiagoSchmitz 941STRv5Verifiedbit-exact
100%15 plots
100%35 / 35
✓100.000%19,878
Plot match vs TradingView100%

Accuracy

  • Trades compared35 TV / 35 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)30,771 / 30,771
  • Plots compared15
  • Plotted values compared223,298
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed19,878
  • Run time2.12 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-09-14 20:00
  • Bars19,878

Source

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

SHA-256e465dc790ce83ba3b761352d0de602471d97dfd707c11ac146c705de11417c4d

View on TradingView Permalink: Double Supertrend
Simple Moving Average Crossoverby sixpathssenin 938STRv4Verifiedbit-exact
100%2 plots
100%547 / 547
✓100.000%29,869
Plot match vs TradingView100%

Accuracy

  • Trades compared547 TV / 547 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)22,061 / 22,061
  • Plots compared2
  • Plotted values compared59,711
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathatan
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,869
  • 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
  • To2026-09-15 06:00
  • Bars29,869

Source

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

SHA-25629aec4101fcbc94f9aa5f276d91cec1ac98c19fa2de4f81deb5f9376e10f9fdb

View on TradingView Permalink: Simple Moving Average Crossover
RSI of VWAPby eemani123 · MPL-2.0 934STRv4Verifiedbit-exact
100%3 plots
100%206 / 206
✓100.000%29,869
Plot match vs TradingView100%

Accuracy

  • Trades compared206 TV / 206 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)845 / 845
  • Plots compared3
  • Plotted values compared59,539
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,869
  • Run time1.27 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 06:00
  • Bars29,869

Source

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

SHA-256d1801c16372e5fdba1cff8348b715cbb69380052b1f71ebf2f56537db981eb6a

View on TradingView Permalink: RSI of VWAP
Pivot Point Reversal + RSI Strategyby QuantNomad 929STRv4Verified
—
100%1,473 / 1,473
✓100.000%29,874

Accuracy

  • Trades compared1,473 TV / 1,473 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)104,662 / 104,662

Run

  • Bars executed29,874
  • Run time1.61 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 08:30
  • Bars29,874

Source

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

SHA-256152b77cdfb5b0ecd64c3c754c5323f82123dd4877238224b851ec59cf1e3793c

View on TradingView Permalink: Pivot Point Reversal + RSI Strategy
Combined Strategy Trading Bot (RSI ADX 20SMA)by Mowisdom 928STRv5Verified
—
100%5,455 / 5,455
✓100.000%29,874

Accuracy

  • Trades compared5,455 TV / 5,455 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)4,284,416 / 4,284,416

Run

  • Bars executed29,874
  • Run time2.30 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 08:30
  • Bars29,874

Source

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

SHA-256393528051200c21e49e032d3ccf415a865309ec0fc9c4eeead7b616b2f0b3b33

View on TradingView Permalink: Combined Strategy Trading Bot (RSI ADX 20SMA)
CCI+EMA Strategy with Percentage or ATR TP/SL [Alifer]by UnknownUnicorn55719247 · MPL-2.0 924STRv5Verifiedbit-exact
100%2 plots
100%365 / 365
✓100.000%29,873
Plot match vs TradingView100%

Accuracy

  • Trades compared365 TV / 365 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-846 / -846
  • Plots compared2
  • Plotted values compared29,860
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,873
  • Run time1.73 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 08:00
  • Bars29,873

Source

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

SHA-25687698aa1de1bf3bf59c186fd00e01c12ce9e8e166bcbf702caa2b4f5547f49f3

View on TradingView Permalink: CCI+EMA Strategy with Percentage or ATR TP/SL [Alifer]
Robot WhiteBox ShiftMAby ROBO_Trading 923STRv4Verifiedbit-exact
100%7 plots
100%4 / 4
✓100.000%29,873
Plot match vs TradingView100%

Accuracy

  • Trades compared4 TV / 4 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)12,113 / 12,113
  • Plots compared7
  • Plotted values compared149,355
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathta.alma (Gaussian weights via exp)
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,873
  • Run time4.91 s CPU
  • Per-bar time0.16 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 08:00
  • Bars29,873

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv18
  • Licenseunspecified

SHA-2565e5d78737f0ed472694ee0195003e54046324fd89f3e3c7c1ca6ec49e868d9b0

View on TradingView Permalink: Robot WhiteBox ShiftMA
VuManChu Cipher B + Divergences Strategyby nattichai001 · MPL-2.0 923STRv4Verifiedbit-exact
100%35 plots
100%5,881 / 5,881
✓100.000%29,873
Plot match vs TradingView100%

Accuracy

  • Trades compared5,881 TV / 5,881 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-27,875 / -27,875
  • Plots compared35
  • Plotted values compared406,505
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathlog
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,873
  • Secondary-feed bars50,234
  • Total bars processed80,107
  • Run time22.58 s CPU
  • Per-bar time0.76 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 08:00
  • Bars29,873
  • Security @ 60 min23,721 bars
  • Security @ 240 min19,881 bars
  • Security @ 720 min6,632 bars

Source

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

SHA-25650e825ac0c74baabf96a435e86674b0eacde782f8b7197f9d9855d8153dd09e4

View on TradingView Permalink: VuManChu Cipher B + Divergences Strategy
RSI Strategy with alerts via TradingConnector to Forexby Peter_O 922STRv4Verified
—
100%223 / 223
✓100.000%29,879

Accuracy

  • Trades compared223 TV / 223 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)2,509,906,000 / 2,509,906,000

Run

  • Bars executed29,879
  • Run time0.76 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 11:00
  • Bars29,879

Source

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

SHA-256884522d1f11e997a8fdbd288e965bfc76f371c3cab05c43f7180e8940a17f570

View on TradingView Permalink: RSI Strategy with alerts via TradingConnector to Forex
Growth Producerby WunderTrading 921STRv5Verifiedbit-exact
100%8 plots
100%503 / 503
✓100.000%29,878
Plot match vs TradingView100%

Accuracy

  • Trades compared503 TV / 503 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-400 / -400
  • Plots compared8
  • Plotted values compared116,222
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,878
  • Run time3.67 s CPU
  • Per-bar time0.12 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 10:30
  • Bars29,878

Source

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

SHA-256df91fdeb4b019f105e97325773c32c681b2de617db328ec081e5a8a82e30fee9

View on TradingView Permalink: Growth Producer
Enhanced OB Retest Strategy v7.0by averagemouse954 920STRv5Lookahead
87.6%7 plots
58.84%1,896 / 1,957
✗81.151%29,878
Plot match vs TradingView87.6%

Lookahead, measured — run once with PyneCore's own rules and once with TradingView's future-leaks restored (an open higher-timeframe period read as if it had closed, or a body re-running mid-bar handed the completed bar), the script's own plots differ. Its results depend on data its bars could not have had, so its TradingView reference is itself a lookahead result. With the future-leaks restored on the PyneCore side too, its plots match TradingView 99.98%. Held apart from the accuracy score.

Accuracy

  • Trades compared1,896 TV / 1,957 Pyne
  • Whole-trade match58.84%
  • Entry timing match60.94%
  • Exit timing match70.41%
  • Extra Pyne entries802
  • Net profit (TV / Pyne)-2,714 / -2,203
  • Plots compared7
  • Plotted values compared76,143
  • Identical to the bit98.672%
  • Worst gap9.9 × 10⁻³ relative (~2 significant figures)
  • Bars plotted by one side only9,624
  • Match on values alone98.672%
  • Pearson correlation (min)0.355600
  • Worst-matching plotShort Trailing Stop

Run

  • Bars executed29,878
  • Run time6.70 s CPU
  • Per-bar time0.22 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 10:30
  • Bars29,878

Source

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

SHA-25641499e16b305b4dc13f91a455cc0a8f6f2c6d5379c307a4c0234fcfae1d4915b

View on TradingView Permalink: Enhanced OB Retest Strategy v7.0
London BreakOut Classicby xsixs 919STRv5Verifiedbit-exact
100%1 plot
100%805 / 805
✓100.000%19,880
Plot match vs TradingView100%

Accuracy

  • Trades compared805 TV / 805 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)18,471 / 18,471
  • Plots compared1
  • Plotted values compared19,877
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, exp, log, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed19,880
  • Run time2.23 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-09-15 04:00
  • Bars19,880

Source

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

SHA-256d74545675fd35bc107bf1b43956a0e0ff15b5e9e5e6623f009aecc70a6d515e7

View on TradingView Permalink: London BreakOut Classic
OBV Pyrby RafaelZioni · MPL-2.0 918STRv4Verified
—
100%342 / 342
✓100.000%29,880

Accuracy

  • Trades compared342 TV / 342 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,156 / -1,156

Run

  • Bars executed29,880
  • Run time1.93 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 11:30
  • Bars29,880

Source

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

SHA-2567e399b4afe169667bbc31885c2d9c9404de7111213a2d920ae536a48f93dadcf

View on TradingView Permalink: OBV Pyr
Stochastic Trendby FieryTrading 917STRv4Verifiedbit-exact
100%4 plots
100%63 / 63
✓100.000%29,879
Plot match vs TradingView100%

Accuracy

  • Trades compared63 TV / 63 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-32,089 / -32,089
  • Plots compared4
  • Plotted values compared118,918
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,879
  • Run time1.34 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 11:00
  • Bars29,879

Source

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

SHA-2566773ea7cf6add6565afb35dd73dc43aa20d8a95f2c322e4aaa34702e30942b27

View on TradingView Permalink: Stochastic Trend
Accurate BUY & SELL 5 mins TF by RRby RohitVR 916STRv4Verifiedbit-exact
100%17 plots
100%604 / 604
✓100.000%29,879
Plot match vs TradingView100%

Accuracy

  • Trades compared604 TV / 604 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-36 / -36
  • Plots compared17
  • Plotted values compared470,994
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,879
  • Run time13.63 s CPU
  • Per-bar time0.46 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 11:00
  • Bars29,879

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv5
  • Licenseunspecified

SHA-256f4608e4ecd02c36c1353b8ebaf5a25dac0537f4a19c814230a9e58df68b027f7

View on TradingView Permalink: Accurate BUY & SELL 5 mins TF by RR
Optimized RSI Strategy - Buy The Dips (by Coinrule)by Coinrule · MPL-2.0 916STRv4Verifiedbit-exact
100%1 plot
100%191 / 191
✓100.000%29,879
Plot match vs TradingView100%

Accuracy

  • Trades compared191 TV / 191 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-71 / -71
  • Plots compared1
  • Plotted values compared29,780
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,879
  • Run time1.43 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 11:00
  • Bars29,879

Source

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

SHA-256ff2f580fbf53ae8969cf22a06d683c72153467d3bb36d59de48cc3478c9c3a6b

View on TradingView Permalink: Optimized RSI Strategy - Buy The Dips (by Coinrule)
TSI CCI Hullby SeaSide420 915STRv4Verified
100%9 plots
100%350 / 350
✓100.000%29,880
Plot match vs TradingView100%

Accuracy

  • Trades compared350 TV / 350 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)5,172 / 5,172
  • Plots compared9
  • Plotted values compared131,613
  • Identical to the bit85.486%
  • Worst gap7.4 × 10⁻¹³ relative (~12 significant figures)
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,880
  • Run time2.48 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 11:30
  • Bars29,880

Source

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

SHA-256a1bb4d13df2bd8b55a14c48c8d545608431e0f8ea892cacf36481e506b53364a

View on TradingView Permalink: TSI CCI Hull
Automated Bitcoin (BTC) Investment Strategy from Wunderbit by WunderTrading · MPL-2.0 914STRv5Verifiedbit-exact
100%5 plots
100%274 / 274
✓100.000%29,879
Plot match vs TradingView100%

Accuracy

  • Trades compared274 TV / 274 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,907 / -1,907
  • Plots compared5
  • Plotted values compared78,643
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed29,879
  • Run time2.48 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-15 11:00
  • Bars29,879

Source

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

SHA-25692e818a239516801424abf4f2ca7e4e0f29eebb59a597f212996ea5b74e88e72

View on TradingView Permalink: Automated Bitcoin (BTC) Investment Strategy from Wunderbit
The Flash-Strategy (Momentum-RSI, EMA-crossover, ATR)by JS_TechTrading 912STRv5Verifiedbit-exact
100%6 plots
100%486 / 486
✓100.000%30,133
Plot match vs TradingView100%

Accuracy

  • Trades compared486 TV / 486 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)284 / 284
  • Plots compared6
  • Plotted values compared136,847
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,133
  • Run time1.54 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-20 18:00
  • Bars30,133

Source

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

SHA-256d7c3d1d29274d0a61339a6532d3ff1b5d7ff09de6c5e199f1c9343b518155cf9

View on TradingView Permalink: The Flash-Strategy (Momentum-RSI, EMA-crossover, ATR)

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

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