Pine-to-Python verification report

Pyne in the Wild

Real TradingView Pine scripts, run as Python.

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

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

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

The Proof Ladder

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

T0

Compiles

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

1000 / 1000 scripts
T1

Runs

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

1000 / 1000 compiled
T2

Has measurable output

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

972 / 1000 with plot/trade output
T3

Matches TradingView

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

1353 / 1353 outputs
885 plot + 468 trade outputs

Results at a Glance

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

Corpus outcome

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

Indicators — plot verification

474 / 474

indicators clearing the ≥99% plot-match threshold

  • Comparable plot references474 / 502
  • Compared plots >=99%474 / 474
  • Exact plot matches474 / 474
  • Mean on compared plots100%
  • Worst per-script plot match100%

Strategies — trade timing

468 / 468

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

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

How closely — the numbers themselves

99.771%

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

  • Plotted values compared131,744,275
  • Identical to the bit131,442,893 (99.771%)
  • Scripts bit-exact throughout866 / 884
  • Explained by libm last bits3 / 884
  • Rest, within the published band15 / 884
  • Worst relative gap from TradingView6.3 × 10⁻¹² (~11 sig. figures)

Methodology

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

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

Open-source scripts only

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

2

No source redistribution

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

3

TradingView is the reference

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

4

Failures stay on the board

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

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

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

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

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

The band itself, script by script

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

scriptmax_relsig. figures
Machine Learning Moving Average [LuxAlgo]6.3 × 10⁻¹²~11
TSI CCI Hull with profit$$$2.8 × 10⁻¹²~11
Reaction Path [BullByte]9.0 × 10⁻¹³~12
the other 12 scripts< 10⁻¹²12+

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

The Corpus

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

MAD Adaptive Trend Score [BackQuant]by BackQuant · MPL-2.0 897INDv6Verifiedbit-exact
100%11 plots
—
—30,616
Plot match vs TradingView100%

Accuracy

  • Plots compared11
  • Plotted values compared336,765
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,616
  • Run time1.81 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-30 19:30
  • Bars30,616

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-2566c346699da3e83873cd8ec853307c10675ac066abab33148e1ed4103e77e0b46

View on TradingView Permalink: MAD Adaptive Trend Score [BackQuant]
v2.0—Tristan's Multi-Indicator Reversal Strategyby OhRayOhRay · MPL-2.0 895STRv6Verifiedbit-exact
100%6 plots
100%522 / 522
✓100.000%30,687
Plot match vs TradingView100%

Accuracy

  • Trades compared522 TV / 522 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-17,504 / -17,504
  • Plots compared6
  • Plotted values compared184,122
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,687
  • Run time2.52 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 07:00
  • Bars30,687

Source

  • Pine versionv6
  • Script revisionv5
  • LicenseMPL-2.0

SHA-25610f0bf22531332c5cc4a66c83ce3257bf71746865242b51013a33c19f883a23d

View on TradingView Permalink: v2.0—Tristan's Multi-Indicator Reversal Strategy
TradePro's 2 EMA + Stoch RSI + ATR Strategyby PtGambler · MPL-2.0 890STRv5Verifiedbit-exact
100%17 plots
100%619 / 619
✓100.000%30,224
Plot match vs TradingView100%

Accuracy

  • Trades compared619 TV / 619 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)3,179 / 3,179
  • Plots compared17
  • Plotted values compared330,855
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,224
  • Run time3.46 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 15:30
  • Bars30,224

Source

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

SHA-2566bb9be4f0d7f2e9b9982f40df17c5092f3e95667861165412fb44f54db42998f

View on TradingView Permalink: TradePro's 2 EMA + Stoch RSI + ATR Strategy
VWAP and RSI strategyby eemani123 · MPL-2.0 890STRv4Verifiedbit-exact
100%1 plot
100%278 / 278
✓100.000%30,224
Plot match vs TradingView100%

Accuracy

  • Trades compared278 TV / 278 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)26,658 / 26,658
  • Plots compared1
  • Plotted values compared30,221
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,224
  • Run time1.39 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 15:30
  • Bars30,224

Source

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

SHA-25642be5eee2dcbdca33b786fde4b0738f178a76439be61c3c7e1a1cc1cce229e05

View on TradingView Permalink: VWAP and RSI strategy
Gold Scalping Strategy with Precise Entriesby vishnush326 889STRv5Verifiedbit-exact
100%4 plots
100%407 / 407
✓100.000%30,224
Plot match vs TradingView100%

Accuracy

  • Trades compared407 TV / 407 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-3,317 / -3,317
  • Plots compared4
  • Plotted values compared120,648
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,224
  • Run time1.13 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 15:30
  • Bars30,224

Source

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

SHA-256966b000b19e658e89ab1204910863f228bd48bdc98c66968010ac8e7aa07ca0e

View on TradingView Permalink: Gold Scalping Strategy with Precise Entries
Trend Following Breakoutby TrendSurfersSignals · MPL-2.0 883STRv4Verifiedbit-exact
100%4 plots
100%250 / 250
✓100.000%30,224
Plot match vs TradingView100%

Accuracy

  • Trades compared250 TV / 250 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,075 / -1,075
  • Plots compared4
  • Plotted values compared120,596
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,224
  • Run time1.92 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 15:30
  • Bars30,224

Source

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

SHA-2563ad664e1e8e8ca09e6fa3a4a29d648b68ec08a0228a62ba624d9ba65b462c914

View on TradingView Permalink: Trend Following Breakout
RSI W Pattern strategyby eemani123 · MPL-2.0 882STRv4Verifiedbit-exact
100%2 plots
100%438 / 438
✓100.000%30,224
Plot match vs TradingView100%

Accuracy

  • Trades compared438 TV / 438 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)13,709 / 13,709
  • Plots compared2
  • Plotted values compared30,850
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,224
  • Run time1.33 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 15:30
  • Bars30,224

Source

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

SHA-2566cb80a6ddd5e9fd7b0646bf6a3aa4f2279843fae78a2306c8935402fe593a01d

View on TradingView Permalink: RSI W Pattern strategy
TrendLines with Alertsby puneetghai · MPL-2.0 880STRv4Verifiedbit-exact
100%6 plots
100%1,592 / 1,592
✓100.000%30,225
Plot match vs TradingView100%

Accuracy

  • Trades compared1,592 TV / 1,592 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-24,031 / -24,031
  • Plots compared6
  • Plotted values compared180,262
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,225
  • Run time3.22 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 16:00
  • Bars30,225

Source

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

SHA-256f6e5d14a7261fc1af34966a2d9109ed5a3178c3595018c245398f0c5b1c92627

View on TradingView Permalink: TrendLines with Alerts
3 EMA + Stochastic RSI + ATRby vaidab 878STRv4Verifiedbit-exact
100%5 plots
100%2,247 / 2,247
✓100.000%30,226
Plot match vs TradingView100%

Accuracy

  • Trades compared2,247 TV / 2,247 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-324 / -324
  • Plots compared5
  • Plotted values compared134,147
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,226
  • Run time3.09 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 16:30
  • Bars30,226

Source

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

SHA-256b9a43d8333adb6104ee55ad25fabf5ab40826c955392c0bdfffb1cd45d2a3427

View on TradingView Permalink: 3 EMA + Stochastic RSI + ATR
Wyckoff Range Strategyby deperp · MPL-2.0 875STRv5Verifiedbit-exact
100%4 plots
100%282 / 282
✓100.000%30,225
Plot match vs TradingView100%

Accuracy

  • Trades compared282 TV / 282 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)60 / 60
  • Plots compared4
  • Plotted values compared120,900
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,225
  • Run time1.92 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 16:00
  • Bars30,225

Source

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

SHA-256fa4ff5fd317ec0fe1e5402828d43b306f32712da685be293c1317c8343444f3b

View on TradingView Permalink: Wyckoff Range Strategy
Ichimoku Backtester with TP, SL, and Cloud Confirmation Optionby gregh2 868STRv4Verifiedbit-exact
100%5 plots
100%203 / 203
✓100.000%30,275
Plot match vs TradingView100%

Accuracy

  • Trades compared203 TV / 203 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-59,718 / -59,718
  • Plots compared5
  • Plotted values compared151,240
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,275
  • Run time2.56 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:00
  • Bars30,275

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv12
  • Licenseunspecified

SHA-256a48b7bd3d2fb1a901ec7fe39d2bc3fc76eac5333994f37721ffbd97c91b3f189

View on TradingView Permalink: Ichimoku Backtester with TP, SL, and Cloud Confirmation Option
MTF Trailing SL Strategy [QuantNomad]by QuantNomad 868STRv4Verifiedbit-exact
100%4 plots
100%247 / 247
✓100.000%30,225
Plot match vs TradingView100%

Accuracy

  • Trades compared247 TV / 247 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-19,913 / -19,913
  • Plots compared4
  • Plotted values compared120,635
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,225
  • Run time3.47 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-22 16:00
  • Bars30,225

Source

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

SHA-256c194ec90fa8c7f133d0d2221cedd4dff0b3d9ff1a1ebf4f93c90f87487d25394

View on TradingView Permalink: MTF Trailing SL Strategy [QuantNomad]
Customizable Non-Repainting HTF MACD MFI Scalper Bot Strategy v2by MauricioZuniga 867STRv5Verifiedbit-exact
100%5 plots
100%180 / 180
✓100.000%30,276
Plot match vs TradingView100%

Accuracy

  • Trades compared180 TV / 180 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-303,305 / -303,305
  • Plots compared5
  • Plotted values compared64,368
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathcos, exp, ta.alma (Gaussian weights via exp)
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,276
  • Secondary-feed bars199,995
  • Total bars processed230,271
  • Run time8.93 s CPU
  • Per-bar time0.29 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:30
  • Bars30,276
  • Security @ 5 min99,998 bars
  • Security @ 3 min99,997 bars

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv6
  • Licenseunspecified

SHA-2568dafca337badac811e7def291a3d40f91b443f71fbf5ba47c7e42a56e9771796

View on TradingView Permalink: Customizable Non-Repainting HTF MACD MFI Scalper Bot Strategy v2
Multi Supertrend with no-repaint HTF option strategyby ramki_simple · MPL-2.0 866STRv4Verifiedbit-exact
100%2 plots
100%1,029 / 1,029
✓100.000%30,275
Plot match vs TradingView100%

Accuracy

  • Trades compared1,029 TV / 1,029 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)32,736 / 32,736
  • Plots compared2
  • Plotted values compared60,530
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,275
  • Run time1.72 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:00
  • Bars30,275

Source

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

SHA-2563dc9c4ded7764fc466cea216fc280208a32ac3e86c408bd9a36129b2e4c9e3b1

View on TradingView Permalink: Multi Supertrend with no-repaint HTF option strategy
Strategy Myth-Busting #1 - UT Bot+STC+Hull [MYN]by myncrypto · MPL-2.0 863STRv5Verifiedbit-exact
100%2 plots
100%384 / 384
✓100.000%30,275
Plot match vs TradingView100%

Accuracy

  • Trades compared384 TV / 384 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-203 / -203
  • Plots compared2
  • Plotted values compared60,428
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,275
  • Run time4.80 s CPU
  • Per-bar time0.16 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:00
  • Bars30,275

Source

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

SHA-2563d225b04ddb5c9d9707d3b50faab77086943e5c70bc40b9a4dcf9e9bb29d0389

View on TradingView Permalink: Strategy Myth-Busting #1 - UT Bot+STC+Hull [MYN]
Crypto momentum strategyby echepata 859STRv4Verifiedbit-exact
100%3 plots
100%868 / 868
✓100.000%30,275
Plot match vs TradingView100%

Accuracy

  • Trades compared868 TV / 868 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-76,676 / -76,676
  • Plots compared3
  • Plotted values compared90,747
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,275
  • Secondary-feed bars30,275
  • Total bars processed60,550
  • Run time2.51 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-23 17:00
  • Bars30,275
  • Security CRYPTOCAP:TOTAL @ 30 min30,275 bars

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv6
  • Licenseunspecified

SHA-2569ceef74621b65768333cab8bd5568b602a67cffd9e1cd50af18613730b3801c1

View on TradingView Permalink: Crypto momentum strategy
Strategy MACD vs BBby 03.freeman 859STRv4Verifiedbit-exact
100%6 plots
100%667 / 667
✓100.000%30,519
Plot match vs TradingView100%

Accuracy

  • Trades compared667 TV / 667 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,122,986,752 / -1,122,986,752
  • Plots compared6
  • Plotted values compared122,554
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,519
  • Run time1.50 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:00
  • Bars30,519

Source

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

SHA-256546a00cd37a021966fcbe2063b661cb0d275b5833731b40db0343584a66849d9

View on TradingView Permalink: Strategy MACD vs BB
inwCoin Martingale Strategy ( for Bitcoin )by Real_inwCoin 857STRv4Verifiedbit-exact
100%2 plots
100%55 / 55
✓100.000%30,519
Plot match vs TradingView100%

Accuracy

  • Trades compared55 TV / 55 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)45,167 / 45,167
  • Plots compared2
  • Plotted values compared60,192
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,519
  • Run time2.16 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:00
  • Bars30,519

Source

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

SHA-25640d9c1892e2d074d964ee11253197b0e39dd4e0ffddfd69af4de0253f1088b20

View on TradingView Permalink: inwCoin Martingale Strategy ( for Bitcoin )
Order Flow Bar Statistics [QuantAlgo]by QuantAlgo · CC 853INDv6Verifiedbit-exact
100%16 plots
—
—30,655
Plot match vs TradingView100%

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

  • Plots compared16
  • Plotted values compared490,464
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow

Run

  • Bars executed30,655
  • Run time4.45 s CPU
  • Per-bar time0.14 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 15:00
  • Bars30,655

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseCC

SHA-2569082825c69ebb7095f4db0eda66813d705349e45dbb8460044fad438b8654d60

View on TradingView Permalink: Order Flow Bar Statistics [QuantAlgo]
SSL Channel Crossby Hegnar 853STRv4Verifiedbit-exact
100%2 plots
100%2,706 / 2,706
✓100.000%30,519
Plot match vs TradingView100%

Accuracy

  • Trades compared2,706 TV / 2,706 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-25,113 / -25,113
  • Plots compared2
  • Plotted values compared61,020
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,519
  • Run time1.18 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:00
  • Bars30,519

Source

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

SHA-2565803027f2648396e6c3761bf7256fbfc50baae790d274799667046de07023407

View on TradingView Permalink: SSL Channel Cross
Combo 2/20 EMA & Accelerator Oscillator (AC)by HPotter 852STRv5Verified
—
100%4,422 / 4,422
✓100.000%30,520

Accuracy

  • Trades compared4,422 TV / 4,422 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-12,693 / -12,693

Run

  • Bars executed30,520
  • Run time1.36 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:30
  • Bars30,520

Source

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

SHA-256056d98d44c4ede81c3c47e9924bd16126f3a7b9ba54b34cd764c0dd4f35a9842

View on TradingView Permalink: Combo 2/20 EMA & Accelerator Oscillator (AC)
No Nonsense NNFX VP Strategy for Back Testing | jhby jiehonglim 852STRv4Lookaheadbit-exact
100%7 plots
69.02%2,840 / 2,844
✗32.293%30,519
Plot match vs TradingView100%

Lookahead, measured — run once with PyneCore's own rules and once with TradingView's future-leaks restored (an open higher-timeframe period read as if it had closed, or a body re-running mid-bar handed the completed bar), the script's own 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 compared2,840 TV / 2,844 Pyne
  • Whole-trade match69.02%
  • Entry timing match90.28%
  • Exit timing match69.47%
  • Extra Pyne entries280
  • Net profit (TV / Pyne)2,177,803,264 / 703,280,896
  • Plots compared7
  • Plotted values compared93,777
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,519
  • Run time2.71 s CPU
  • Per-bar time0.09 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 19:00
  • Bars30,519

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv6
  • Licenseunspecified

SHA-256f29b504ace25183a4e096a9ffa8e7cb65cf9a77782393eb68f004a1e96fb07b1

View on TradingView Permalink: No Nonsense NNFX VP Strategy for Back Testing | jh
LuxAlgo SMC Pro Ultimateby HAC19 · MPL-2.0 850STRv6Verifiedbit-exact
100%2 plots
100%80 / 80
✓100.000%27,616
Plot match vs TradingView100%

Accuracy

  • Trades compared80 TV / 80 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-28 / -28
  • Plots compared2
  • Plotted values compared5,284
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,616
  • Run time1.56 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 revisionv1
  • LicenseMPL-2.0

SHA-2564db0c1ab605841b5771267b2e38aef016b77be469bbde853d2425099e3370da8

View on TradingView Permalink: LuxAlgo SMC Pro Ultimate
Strong Contrarian Zones | ProjectSyndicateby ProjectSyndicate 849INDv6Verifiedbit-exact
100%2 plots
—
—30,658
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared61,314
  • Identical to the bit100%
  • Worst gapsame double

Run

  • Bars executed30,658
  • Run time1.94 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 16:30
  • Bars30,658

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256fda42348d876a1eac840424cb920ce09c059ea8e0dd15b9e061eed5d945d1316

View on TradingView Permalink: Strong Contrarian Zones | ProjectSyndicate
On Balance Volume Oscillator Strategy [QuantNomad]by QuantNomad 848STRv4Verifiedbit-exact
100%4 plots
100%1,417 / 1,417
✓100.000%30,522
Plot match vs TradingView100%

Accuracy

  • Trades compared1,417 TV / 1,417 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)29,566 / 29,566
  • Plots compared4
  • Plotted values compared121,992
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,522
  • Run time1.28 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-09-28 20:30
  • Bars30,522

Source

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

SHA-25695e3b463409a3f32a70be0980f06e5b5c7cd87bc6ed8c8aba01476d15614b6ae

View on TradingView Permalink: On Balance Volume Oscillator Strategy [QuantNomad]

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