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 / 473

indicators clearing the ≥99% plot-match threshold

  • Comparable plot references473 / 502
  • Compared plots >=99%474 / 473
  • Exact plot matches473 / 473
  • 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 compared131,744,274
  • Identical to the bit131,442,877 (99.771%)
  • Scripts bit-exact throughout865 / 884
  • Explained by libm last bits4 / 884
  • Rest, within the published band15 / 884
  • 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  = 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]1.2 × 10⁻¹⁰~9
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.

Trend Indicator A-V2 (Smoothed Heikin Ashi Cloud)by DZIV · CC 9,765INDv5Verifiedbit-exact
100%6 plots
—
—28,729
Plot match vs TradingView100%

Accuracy

  • Plots compared6
  • Plotted values compared172,326
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathta.alma (Gaussian weights via exp)
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,729
  • Run time2.97 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 12:00
  • Bars28,729

Source

  • Pine versionv5, converted to v6 by PyneComp
  • Script revisionv5
  • LicenseCC

SHA-256a33cc5970a233b5a6e74305ca75234454533cdf50cfcbd0285c4bf942344691c

View on TradingView Permalink: Trend Indicator A-V2 (Smoothed Heikin Ashi Cloud)
Volume-Supported Linear Regression Trendby LonesomeTheBlue · MPL-2.0 9,699INDv4Verifiedbit-exact
100%2 plots
—
—28,737
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared57,406
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,737
  • Run time1.57 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 16:00
  • Bars28,737

Source

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

SHA-256fcc47d4e74412220bc8b538609934562d97d24423234bd5fdfaa0c58ab6223be

View on TradingView Permalink: Volume-Supported Linear Regression Trend
Traders Reality Mainby TradersReality · MPL-2.0 9,686INDv5Verifiedbit-exact
100%14 plots
—
—28,737
Plot match vs TradingView100%

Accuracy

  • Plots compared14
  • Plotted values compared314,842
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,737
  • Secondary-feed bars3,873
  • Total bars processed32,610
  • Run time55.41 s CPU
  • Per-bar time1.93 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 16:00
  • Bars28,737
  • Security @ 1D3,293 bars
  • Security @ 1W471 bars
  • Security @ 1M109 bars

Source

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

SHA-25694fd80dde8bd10c5aaad2ff5c1b413b61f41e65f38bde9dbef6b490942b07bbc

View on TradingView Permalink: Traders Reality Main
Cup Finderby LonesomeTheBlue · MPL-2.0 9,651INDv4Verifiedbit-exact
100%1 plot
—
—28,736
Plot match vs TradingView100%

Accuracy

  • Plots compared1
  • Plotted values compared84
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,736
  • 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
  • To2026-08-22 15:30
  • Bars28,736

Source

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

SHA-256078ac2972d97c4f16873382c84dab7e98400520d1aff6b3da2649aa5a5817878

View on TradingView Permalink: Cup Finder
Consolidation Zones - Liveby LonesomeTheBlue · MPL-2.0 9,603INDv4Verifiedbit-exact
100%2 plots
—
—28,737
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared57,466
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,737
  • Run time1.57 s CPU
  • Per-bar time0.05 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 16:00
  • Bars28,737

Source

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

SHA-256c896dc4f48cedeedc71d8543f557433098a8d5e17e4dac494549517183e0daa3

View on TradingView Permalink: Consolidation Zones - Live
Signal Moving Average [LuxAlgo]by LuxAlgo · CC 9,569INDv5Verifiedbit-exact
100%2 plots
—
—28,736
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared57,423
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathpow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,736
  • Run time1.10 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 15:30
  • Bars28,736

Source

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

SHA-256f7ac7d1c26dd3eab0d6680f79b4c9741076b64e8a13de19c812a059cf626faa7

View on TradingView Permalink: Signal Moving Average [LuxAlgo]
Auto Fib Retracement Alertsby DevLucem · MPL-2.0 9,545INDv4Verifiedbit-exact
100%5 plots
—
—28,744
Plot match vs TradingView100%

Accuracy

  • Plots compared5
  • Plotted values compared143,710
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,744
  • Run time2.98 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 19:30
  • Bars28,744

Source

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

SHA-2562b8995df581d934dc0a1990339abcded125b32d411ae7f20ca1a0564a99a7e36

View on TradingView Permalink: Auto Fib Retracement Alerts
Support & Resistance Dynamic [LuxAlgo]by LuxAlgo · CC 9,456INDv5Verifiedbit-exact
100%4 plots
—
—28,744
Plot match vs TradingView100%

Accuracy

  • Plots compared4
  • Plotted values compared57,488
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,744
  • Run time0.97 s CPU
  • Per-bar time0.03 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 19:30
  • Bars28,744

Source

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

SHA-2565ad6b007efdff29371de97cd5be9fa5243c012dfdc1fe3f4fb8b5a5a26008faa

View on TradingView Permalink: Support & Resistance Dynamic [LuxAlgo]
RSI Support & Resistance by DGTby dgtrd 9,445INDv6Verifiedbit-exact
100%13 plots
—
—27,614
Plot match vs TradingView100%

Accuracy

  • Plots compared13
  • Plotted values compared220,028
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,614
  • Run time1.86 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv6
  • Licenseunspecified

SHA-25687653c5d764803950b377c86dbac6b7e68a62dca95f7190d601283d1f6b5de31

View on TradingView Permalink: RSI Support & Resistance by DGT
Elliott Wave Oscillator Signals by DGTby dgtrd 9,337INDv6Verifiedbit-exact
100%12 plots
—
—27,614
Plot match vs TradingView100%

Accuracy

  • Plots compared12
  • Plotted values compared110,456
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,614
  • Run time2.10 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv17
  • Licenseunspecified

SHA-256278c080ec378a5af5221c4d1f81fe2cb9447759effabad95f97970414e757f61

View on TradingView Permalink: Elliott Wave Oscillator Signals by DGT
Moving Average Shift [ChartPrime]by ChartPrime · MPL-2.0 9,301INDv6Verifiedbit-exact
100%12 plots
—
—27,614
Plot match vs TradingView100%

Accuracy

  • Plots compared12
  • Plotted values compared330,265
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,614
  • Run time1.81 s CPU
  • Per-bar time0.07 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256e1c4dfdbae56c9e653ce172b88bcfddfe7f78135f83c3a30600916251972adc0

View on TradingView Permalink: Moving Average Shift [ChartPrime]
HIGH and LOW Optimized Trend Tracker HOTT LOTTby KivancOzbilgic · MPL-2.0 9,296INDv5Verifiedbit-exact
100%2 plots
—
—28,744
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared57,488
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,744
  • Run time2.36 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 19:30
  • Bars28,744

Source

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

SHA-25636f53a4399acd8d6bcfe8c4ac5b5cf51edf37561842982a71ca51890eff2a090

View on TradingView Permalink: HIGH and LOW Optimized Trend Tracker HOTT LOTT
Heatmap Volume [xdecow]by xdecow 9,284INDv5Verifiedbit-exact
100%11 plots
—
—28,744
Plot match vs TradingView100%

Accuracy

  • Plots compared11
  • Plotted values compared201,208
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,744
  • Run time1.75 s CPU
  • Per-bar time0.06 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 19:30
  • Bars28,744

Source

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

SHA-256e7d59ec6cc5a50680bc88acea04a2912a6872f5214301a2c33c027aae3b8b990

View on TradingView Permalink: Heatmap Volume [xdecow]
Change in State of Delivery CISD [AlgoAlpha]by AlgoAlpha · MPL-2.0 9,282INDv6Verifiedbit-exact
100%8 plots
—
—27,614
Plot match vs TradingView100%

Accuracy

  • Plots compared8
  • Plotted values compared112,380
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,614
  • Run time1.67 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 06:30
  • Bars27,614

Source

  • Pine versionv6
  • Script revisionv3
  • LicenseMPL-2.0

SHA-256400fe21f90951d04f3ed7f9731b73e3e0bbf984a3c0f6a9e92ed9213e046c418

View on TradingView Permalink: Change in State of Delivery CISD [AlgoAlpha]
Gaussian Channel [DW]by DonovanWall · MPL-2.0 9,201INDv4Verifiedbit-exact
100%3 plots
—
—28,749
Plot match vs TradingView100%

Accuracy

  • Plots compared3
  • Plotted values compared86,247
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, cos, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,749
  • Run time2.25 s CPU
  • Per-bar time0.08 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-22 22:00
  • Bars28,749

Source

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

SHA-256f566a353242a282168d646c11b8322f1fcdb1c18311ec3a62a433f56374d0669

View on TradingView Permalink: Gaussian Channel [DW]
HTF Candles & Mini Charts by DGTby dgtrd 9,095INDv6Runs
—
—
—27,615

Accuracy

  • Reference outputno comparable plots exported

Run

  • Bars executed27,615
  • Run time6.18 s CPU
  • Per-bar time0.22 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 revisionv26
  • Licenseunspecified

SHA-256cef0879736c8ac94b09a81d58e94b5d7214e11ac0b6718bd2cfda6c8a377cf3c

View on TradingView Permalink: HTF Candles & Mini Charts by DGT
Support and Resistanceby ahmad_naquib · MPL-2.0 9,024INDv4Verifiedbit-exact
100%2 plots
—
—28,770
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared57,414
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,770
  • Run time1.03 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-23 08:30
  • Bars28,770

Source

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

SHA-25671fc9c9b1000867843f5d8dc90cf03a4337df910e67f3c6b6c33c20f5f96aaf3

View on TradingView Permalink: Support and Resistance
Volume Order Blocks [BigBeluga]by BigBeluga · CC 8,946INDv6Verifiedbit-exact
100%2 plots
—
—27,614
Plot match vs TradingView100%

Accuracy

  • Plots compared2
  • Plotted values compared55,207
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,614
  • Run time1.66 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 06:30
  • Bars27,614

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseCC

SHA-2566b77bee25441f10db5a16214af297945028a2a9875fef6f5a35d20d20038ce54

View on TradingView Permalink: Volume Order Blocks [BigBeluga]
72s: Adaptive Hull Moving Average+by io72signals · MPL-2.0 8,914INDv4Verifiedbit-exact
100%12 plots
—
—28,770
Plot match vs TradingView100%

Accuracy

  • Plots compared12
  • Plotted values compared59,313
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathacos, atan
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,770
  • Run time2.92 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-23 08:30
  • Bars28,770

Source

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

SHA-256f28be1eaffa3cb6bc27006f81304b014fbd39d660643076c75c3a84bb6b15de8

View on TradingView Permalink: 72s: Adaptive Hull Moving Average+
Machine Learning RSI ║ BullVisionby BullVisionCapital · MPL-2.0 8,901INDv5Verifiedbit-exact
100%8 plots
—
—28,770
Plot match vs TradingView100%

Accuracy

  • Plots compared8
  • Plotted values compared230,144
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, exp, log, pow
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,770
  • Run time78.39 s CPU
  • Per-bar time2.72 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-23 08:30
  • Bars28,770

Source

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

SHA-256fbccf15035f67b2582f0e1dc5c126699a4412edbb77c880944a172f9cd02f3fa

View on TradingView Permalink: Machine Learning RSI ║ BullVision
Mean Reversion Channel - (fareid's MRI Variant)by fareidzulkifli · MPL-2.0 8,887INDv4Verifiedbit-exact
100%23 plots
—
—28,770
Plot match vs TradingView100%

Accuracy

  • Plots compared23
  • Plotted values compared661,642
  • Identical to the bit100%
  • Worst gapsame double
  • Transcendentals on the pathasin, cos, exp, pow, sin
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,770
  • Run time6.57 s CPU
  • Per-bar time0.23 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-23 08:30
  • Bars28,770

Source

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

SHA-256c7628f339f27519aa75126181ab603dec16f0ce8a2d7dbc764b2889f60a1e914

View on TradingView Permalink: Mean Reversion Channel - (fareid's MRI Variant)
Trend Duration Forecast [ChartPrime]by ChartPrime · MPL-2.0 8,789INDv6Verifiedbit-exact
100%1 plot
—
—27,614
Plot match vs TradingView100%

Accuracy

  • Plots compared1
  • Plotted values compared27,559
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,614
  • Run time1.16 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-256e2e50c664a557dd03fd0de93ed627e6d69a73d0f758730c52ebe357d736098fb

View on TradingView Permalink: Trend Duration Forecast [ChartPrime]
Market Shift Levels [ChartPrime]by ChartPrime · MPL-2.0 8,744INDv6Verifiedbit-exact
100%5 plots
—
—27,614
Plot match vs TradingView100%

Accuracy

  • Plots compared5
  • Plotted values compared136,799
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed27,614
  • Run time1.03 s CPU
  • Per-bar time0.04 ms/bar CPU (per chart bar)

Data window

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

Source

  • Pine versionv6
  • Script revisionv1
  • LicenseMPL-2.0

SHA-2562d1571387dca11a1c44d911c2b94ab751feeddf22921b23ced1a2adf434f2d6f

View on TradingView Permalink: Market Shift Levels [ChartPrime]
Bjorgum Double Tapby Bjorgum · MPL-2.0 8,715STRv5Verified
—
100%16 / 16
✓100.000%28,010

Accuracy

  • Trades compared16 TV / 16 Pyne
  • Whole-trade match100%
  • Entry timing match100%
  • Exit timing match100%
  • Net profit (TV / Pyne)40 / 40

Run

  • Bars executed28,010
  • Run time2.83 s CPU
  • Per-bar time0.10 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-07 12:30
  • Bars28,010

Source

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

SHA-25698402d106e78c8a4e5a0a23e6a9e9d981edd093f9cee32ef64612ce3c1bb812b

View on TradingView Permalink: Bjorgum Double Tap
Laguerre RSIby KivancOzbilgic · MPL-2.0 8,704INDv5Verifiedbit-exact
100%3 plots
—
—28,770
Plot match vs TradingView100%

Accuracy

  • Plots compared3
  • Plotted values compared86,310
  • Identical to the bit100%
  • Worst gapsame double
  • Pearson correlation (min)1.000000

Run

  • Bars executed28,770
  • Run time0.93 s CPU
  • Per-bar time0.03 ms/bar CPU (per chart bar)

Data window

  • SymbolBINANCE:BTCUSDT
  • Timeframe30 min
  • From2025-01-01 00:00
  • To2026-08-23 08:30
  • Bars28,770

Source

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

SHA-2563ce66c386b4fc4dccc0a26aea0b0b450c369184ee4a6faa72efa2b84b7567e2c

View on TradingView Permalink: Laguerre RSI

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