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.

Amazing scalper for majors with risk managementby SoftKill21 770STRv4Verifiedbit-exact
100%3 plots
100%8 / 8
✓100.000%30,685
Plot match vs TradingView100%

Accuracy

  • Trades compared8 TV / 8 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-999,500 / -999,500
  • Plots compared3
  • Plotted values compared91,883
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,685
  • Run time1.23 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-2564370475e0a63d096690ffc4262becb45b5b0cf6dacfbf3d9507344103c977de8

View on TradingView Permalink: Amazing scalper for majors with risk management
Turtle Trend Trading System [racer8]by racer8 · MPL-2.0 770STRv4Verifiedbit-exact
100%4 plots
100%465 / 465
✓100.000%30,685
Plot match vs TradingView100%

Accuracy

  • Trades compared465 TV / 465 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)12,669 / 12,669
  • Plots compared4
  • Plotted values compared122,594
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,685
  • 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
  • To2026-10-02 06:00
  • Bars30,685

Source

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

SHA-25678b543a231a3708ea689be441ea407f87c1bfdc7c04c52354f7017e54d233d40

View on TradingView Permalink: Turtle Trend Trading System [racer8]
Moving Average Crossover Swing Strategyby D_Rockefeller 767STRv6Verifiedbit-exact
100%13 plots
100%186 / 186
✓100.000%27,618
Plot match vs TradingView100%

Accuracy

  • Trades compared186 TV / 186 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)447 / 447
  • Plots compared13
  • Plotted values compared357,091
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,618
  • Run time2.97 s CPU
  • Per-bar time0.11 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-07-30 08:30
  • Bars27,618

Source

  • Pine versionv6
  • Script revisionv7
  • Licenseunspecified

SHA-256a682e2a4f92d10e1337b7cf756eeb6b639ae289076838fee89a6785934f87804

View on TradingView Permalink: Moving Average Crossover Swing Strategy
Momentum Strategy (BTC/USDT; 1h) - MACD (with source code)by Drun30 · MPL-2.0 766STRv4Verifiedbit-exact
100%2 plots
100%1,503 / 1,503
✓100.000%30,685
Plot match vs TradingView100%

Accuracy

  • Trades compared1,503 TV / 1,503 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-94 / -94
  • Plots compared2
  • Plotted values compared30,531
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,685
  • Run time2.29 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv3
  • LicenseMPL-2.0

SHA-2568e0e4bbdffb935f897c29ebb125e9fca670e09f3aff7029a6948445b4698faa3

View on TradingView Permalink: Momentum Strategy (BTC/USDT; 1h) - MACD (with source code)
Donchain Breakoutby Senthaamizh · MPL-2.0 763STRv4Verifiedbit-exact
100%3 plots
100%355 / 355
✓100.000%30,697
Plot match vs TradingView100%

Accuracy

  • Trades compared355 TV / 355 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)1,597 / 1,597
  • Plots compared3
  • Plotted values compared92,034
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,697
  • 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
  • To2026-10-02 12:00
  • Bars30,697

Source

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

SHA-2560ac4b136d7a1ad6d8b2f814019d9360507bfc876e3dda8ea2cb15464e349ac54

View on TradingView Permalink: Donchain Breakout
RCI Strategy [PineIndicators]by PineIndicators 763STRv6Verifiedbit-exact
100%5 plots
100%5,738 / 5,738
✓100.000%19,981
Plot match vs TradingView100%

Accuracy

  • Trades compared5,738 TV / 5,738 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-77,589 / -77,589
  • Plots compared5
  • Plotted values compared99,872
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed19,981
  • Run time1.69 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe240 min
  • From2017-08-17 04:00
  • To2026-10-02 00:00
  • Bars19,981

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-2561d63a9b64f9a4cfc6522b82e86328965511d3229e5d5650b5003b00b47b5bab9

View on TradingView Permalink: RCI Strategy [PineIndicators]
Real Fair Value Gaps [GBB]by GoodBadBitcoin · MPL-2.0 762INDv6Verifiedbit-exact
100%5 plots
—
—30,652
Plot match vs TradingView100%

Accuracy

  • Plots compared5
  • Plotted values compared153,260
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,652
  • Run time16.71 s CPU
  • Per-bar time0.55 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256af618e4283adf3eaa77b73f87262a43ca32ffe48afb64249bd84a8488334b342

View on TradingView Permalink: Real Fair Value Gaps [GBB]
Chandelier Exit ZLSMA Strategyby simwai · MPL-2.0 762STRv5Verifiedbit-exact
100%7 plots
100%258 / 258
✓100.000%30,685
Plot match vs TradingView100%

Accuracy

  • Trades compared258 TV / 258 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-17 / -17
  • Plots compared7
  • Plotted values compared31,103
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,685
  • Run time1.59 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

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

Source

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

SHA-256d54f38980a3b2e38577495541ecee64167d063d5361a8e62fac278bcf952dc30

View on TradingView Permalink: Chandelier Exit ZLSMA Strategy
Liquidity Sweep Breakout - LSBby humayunmha · MPL-2.0 762STRv5Verified
—
100%46 / 46
✓100.000%22,342

Accuracy

  • Trades compared46 TV / 46 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-8 / -8

Run

  • Bars executed22,342
  • Run time0.84 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe3 min
  • From2026-08-17 00:00
  • To2026-10-02 13:03
  • Bars22,342

Source

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

SHA-256fb00456cd4cd057a771086ddf9066546bfb7bf09c34a626a2e82db90079a54fb

View on TradingView Permalink: Liquidity Sweep Breakout - LSB
VoVix DEVMAby DskyzInvestments 762STRv5Verifiedbit-exact
100%9 plots
100%638 / 638
✓100.000%30,697
Plot match vs TradingView100%

Accuracy

  • Trades compared638 TV / 638 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)104,775 / 104,775
  • Plots compared9
  • Plotted values compared209,130
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,697
  • Run time6.68 s CPU
  • Per-bar time0.22 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 12:00
  • Bars30,697

Source

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

SHA-256a6e3e732f215ee66175abdc5d66e8130086c6a12f9050f7be0d7b04cfc5a3fe5

View on TradingView Permalink: VoVix DEVMA
ADX | DMI Trend Strategyby millerrh · MPL-2.0 761STRv4Verifiedbit-exact
100%4 plots
100%536 / 536
✓100.000%30,697
Plot match vs TradingView100%

Accuracy

  • Trades compared536 TV / 536 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-4,056 / -4,056
  • Plots compared4
  • Plotted values compared122,562
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,697
  • 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
  • To2026-10-02 12:00
  • Bars30,697

Source

  • Pine versionv4, converted to v6 by PyneComp
  • Script revisionv8
  • LicenseMPL-2.0

SHA-2561a7fb47bf6de895ddc40b5954a8ff484edf5e1096ce1a30bf965c5ba446b1a9e

View on TradingView Permalink: ADX | DMI Trend Strategy
BTFD strategy [3min]by wielkieef · MPL-2.0 761STRv5Verified
—
100%934 / 934
✓100.000%30,699

Accuracy

  • Trades compared934 TV / 934 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-4,810 / -4,810

Run

  • Bars executed30,699
  • Run time0.99 s CPU

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 13:00
  • Bars30,699

Source

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

SHA-2567069020ccbcfaed7d2f1ce518bb89b95af7e4d7baa645c6b5ffa48066a99d2b1

View on TradingView Permalink: BTFD strategy [3min]
Mix1 : Ema Cross + Trend Channel [Gu5] - Backtestby gu5tavo71 · CC 761STRv5Verifiedbit-exact
100%16 plots
100%674 / 674
✓100.000%30,697
Plot match vs TradingView100%

Accuracy

  • Trades compared674 TV / 674 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-2,379,177 / -2,379,177
  • Plots compared16
  • Plotted values compared237,425
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,697
  • Run time3.81 s CPU
  • Per-bar time0.12 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 12:00
  • Bars30,697

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv4
  • LicenseCC

SHA-25667969ec6cfa8e425d053ea364adaced526c9a4a8ccc27528f39e6da43823aa8d

View on TradingView Permalink: Mix1 : Ema Cross + Trend Channel [Gu5] - Backtest
Noro's TrendMA Strategyby ROBO_Trading · MPL-2.0 761STRv4Verifiedbit-exact
100%2 plots
100%1,265 / 1,265
✓100.000%30,698
Plot match vs TradingView100%

Accuracy

  • Trades compared1,265 TV / 1,265 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-87,340 / -87,340
  • Plots compared2
  • Plotted values compared61,358
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,698
  • Run time1.22 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 12:30
  • Bars30,698

Source

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

SHA-25612e364f336497b789be49a8b84763b5f237ef2026377fb828df735c2b46b6fd5

View on TradingView Permalink: Noro's TrendMA Strategy
Bollinger Bands + EMA 9by D499 · MPL-2.0 760STRv5Verifiedbit-exact
100%9 plots
100%1,379 / 1,379
✓100.000%30,698
Plot match vs TradingView100%

Accuracy

  • Trades compared1,379 TV / 1,379 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-13,951 / -13,951
  • Plots compared9
  • Plotted values compared104,933
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,698
  • Run time1.74 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 12:30
  • Bars30,698

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv8
  • LicenseMPL-2.0

SHA-25625ed18bd2fdb1e10026b2e7ef7c25e515448b1809aad0951eea5ff2fbac35d1f

View on TradingView Permalink: Bollinger Bands + EMA 9
Bitcoin SuperFlip | Supertrend EMA Trend-Following Strategyby blitz_locked · MPL-2.0 757STRv6Verifiedbit-exact
100%16 plots
100%791 / 791
✓100.000%30,653
Plot match vs TradingView100%

Accuracy

  • Trades compared791 TV / 791 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-2,192 / -2,192
  • Plots compared16
  • Plotted values compared277,193
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,653
  • Run time2.04 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 14:00
  • Bars30,653

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-2560c397fc26231c2e38f960ec8fd34a63b4e3593c8a56f8ff80c15166f11e5a82e

View on TradingView Permalink: Bitcoin SuperFlip | Supertrend EMA Trend-Following Strategy
DCA Simulator by lukescream 756STRv5Verifiedbit-exact
100%1 plot
100%21 / 21
✓100.000%30,699
Plot match vs TradingView100%

Accuracy

  • Trades compared21 TV / 21 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-36 / -36
  • Plots compared1
  • Plotted values compared30,000
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,699
  • Secondary-feed bars3,334
  • Total bars processed34,033
  • Run time3.11 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 13:00
  • Bars30,699
  • Security @ 1D3,334 bars

Source

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

SHA-2561356e84a4fbb8d88fe18d303b238050ec0e458bd881d6f7b11e58774b8c0ad2d

View on TradingView Permalink: DCA Simulator
Kaufman Adaptive Moving Average (KAMA) Strategy [TradeDots]by tradedots · MPL-2.0 756STRv5Verifiedbit-exact
100%2 plots
100%167 / 167
✓100.000%30,698
Plot match vs TradingView100%

Accuracy

  • Trades compared167 TV / 167 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-1,592 / -1,592
  • Plots compared2
  • Plotted values compared61,391
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,698
  • 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
  • To2026-10-02 12:30
  • Bars30,698

Source

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

SHA-256917bd81296452126e00109f852b574b910f6babfe7d46482feb09307e948dd24

View on TradingView Permalink: Kaufman Adaptive Moving Average (KAMA) Strategy [TradeDots]
SuperATR 7-Step Profit - Strategy [presentTrading] by PresentTrading · MPL-2.0 754STRv5Verifiedbit-exact
100%2 plots
100%802 / 802
✓100.000%30,702
Plot match vs TradingView100%

Accuracy

  • Trades compared802 TV / 802 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-375 / -375
  • Plots compared2
  • Plotted values compared61,396
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,702
  • Run time2.49 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 14:30
  • Bars30,702

Source

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

SHA-256f9458ea071e1970ca62b7bd91b65754fa1b0c662c3b882bd1d10c4677e2f206f

View on TradingView Permalink: SuperATR 7-Step Profit - Strategy [presentTrading]
Structure Break Volume Profileby erdensedat · MPL-2.0 753INDv6Verifiedbit-exact
100%2 plots
—
—30,647
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared61,292
  • Identical to the bit100%
  • Worst gapsame double

Run

  • Bars executed30,647
  • Run time1.22 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-01 11:00
  • Bars30,647

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-2562db88fd60c1efdc9f06d38598bd0667584fde3dc78b5717b4553b2ce3b547742

View on TradingView Permalink: Structure Break Volume Profile
Simple RSI and SMA Long and Short (by Coinrule)by Coinrule · MPL-2.0 753STRv5Verifiedbit-exact
100%2 plots
100%128 / 128
✓100.000%30,703
Plot match vs TradingView100%

Accuracy

  • Trades compared128 TV / 128 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-216 / -216
  • Plots compared2
  • Plotted values compared61,158
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,703
  • Run time1.09 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 15:00
  • Bars30,703

Source

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

SHA-256b4696616f299bcd7e8fc812d641f255b0919fced27f8dc426269052342146376

View on TradingView Permalink: Simple RSI and SMA Long and Short (by Coinrule)
scalping against trapped countertrendby clocks156t174 753STRv4Verifiedbit-exact
100%3 plots
100%482 / 482
✓100.000%30,703
Plot match vs TradingView100%

Accuracy

  • Trades compared482 TV / 482 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-48,290 / -48,290
  • Plots compared3
  • Plotted values compared91,974
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,703
  • Run time1.37 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-10-02 15:00
  • Bars30,703

Source

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

SHA-256e4e9bb7552f7908f20b93153c212f43911f42fa9b8faa42ff0929b6d954573d0

View on TradingView Permalink: scalping against trapped countertrend
EWMAC Trend Signals [QuantAlgo]by QuantAlgo · CC 752INDv6Verifiedbit-exact
100%3 plots
—
—30,652
Plot match vs TradingView100%

Accuracy

  • Plots compared3
  • Plotted values compared91,575
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathlog
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,652
  • Run time1.29 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseCC

SHA-2561eef8f1656d68623bca1b6caa1c305eb1b67238f1cf0756a2f0bdbd366ff7b48

View on TradingView Permalink: EWMAC Trend Signals [QuantAlgo]
Market Trend Levels Non-Repainting [BigBeluga X PineIndicators]by PineIndicators 752STRv6Verifiedbit-exact
100%3 plots
100%499 / 499
✓100.000%27,617
Plot match vs TradingView100%

Accuracy

  • Trades compared499 TV / 499 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-45,004 / -45,004
  • Plots compared3
  • Plotted values compared56,198
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,617
  • Run time2.49 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 08:00
  • Bars27,617

Source

  • Pine versionv6
  • Script revisionv1
  • Licenseunspecified

SHA-256dd796b86fd6212bc3dc4798e4a1917b86a65410dc5acd1ea99967fc0e814ad7f

View on TradingView Permalink: Market Trend Levels Non-Repainting [BigBeluga X PineIndicators]
Zero-Lag MA Trend Followingby PakunFX · MPL-2.0 752STRv5Verifiedbit-exact
100%4 plots
100%527 / 527
✓100.000%30,703
Plot match vs TradingView100%

Accuracy

  • Trades compared527 TV / 527 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)-37,921 / -37,921
  • Plots compared4
  • Plotted values compared122,713
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed30,703
  • 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
  • To2026-10-02 15:00
  • Bars30,703

Source

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

SHA-256eb12b96ee401596c9279c5213b68e4b6834b5549388895fdef4194cd579b2661

View on TradingView Permalink: Zero-Lag MA Trend Following

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