Paid products
QuantLib Monte Carlo — full version
European option prices and Greeks through the official QuantLib Python package; the full version adds the other engines.
Measured: 5–18× free part · 2–24× all engines
One-year licence, paid in one annual payment. No automatic renewal. Monthly billing is not offered. The full price for your country, including applicable VAT or sales tax, will be shown here when checkout opens.
Checkout is not yet available. When it opens, purchases will be from the merchant of record identified at checkout under its purchase terms. TAKT's Product Licence and Hosted Terms apply to use and technical delivery.
LightGBM explanations — full version
Permutation importance, partial dependence, ICE and what-if sweeps on LightGBM models through the unchanged API.
Measured: up to 3.2× free part · up to 19× full, one core
One-year licence, paid in one annual payment. No automatic renewal. Monthly billing is not offered. The full price for your country, including applicable VAT or sales tax, will be shown here when checkout opens.
Checkout is not yet available. When it opens, purchases will be from the merchant of record identified at checkout under its purchase terms. TAKT's Product Licence and Hosted Terms apply to use and technical delivery.
backtrader optstrategy — hosted runs
Grid searches with backtrader’s optstrategy: identical results for every parameter set.
Measured: 2.2–5.2×
Your first 20 core-hours across hosted products are free, once per account. After that, billed per run per core-hour at the rate for your country, including applicable VAT or sales tax, shown here when checkout opens. Before you order, we show how usage is metered, your remaining free allowance and the maximum total charge, including tax. Additional paid work requires your agreement.
Checkout is not yet available. When it opens, purchases will be from the merchant of record identified at checkout under its purchase terms. TAKT's Product Licence and Hosted Terms apply to use and technical delivery.
freqtrade hyperopt — hosted runs
freqtrade hyperopt runs: the same result file, every trade identical.
Measured: 6–11×
Your first 20 core-hours across hosted products are free, once per account. After that, billed per run per core-hour at the rate for your country, including applicable VAT or sales tax, shown here when checkout opens. Before you order, we show how usage is metered, your remaining free allowance and the maximum total charge, including tax. Additional paid work requires your agreement.
Checkout is not yet available. When it opens, purchases will be from the merchant of record identified at checkout under its purchase terms. TAKT's Product Licence and Hosted Terms apply to use and technical delivery.
Free products
TA-Lib indicators (ta-lib-takt)
Seven TA-Lib indicators (CCI, SAR, DX, ADX, EMA, STOCH, RSI) in C programs and from Python, with the same outputs bit for bit.
Measured: 2.3–7.4× in C · 2.0–6.0× from Python
Free package on PyPI (Linux x86-64).
vn.py parameter optimization
The brute-force optimizer of vn.py: the same ten best parameter sets, sooner.
Measured: 16–20× vs a native port
Free download, open licence (Linux x86-64), programs and measurements included.
Technical indicators in Rust (ta 0.11 port)
ATR, ADX and PSAR parameter sweeps, the same output as the Python ta library.
Measured: 5.7× whole run
Free download, open licence (Linux x86-64), programs and measurements included.
bzip2 decompression
Decompression of bzip2 files, data and error messages identical.
Measured: 3.4× vs the original Rust · 4.0× vs libbz2
Free download, open licence (Linux x86-64), programs and measurements included.
Published performance figures identify the program, workload, machine and comparison method; the details page of each product has them. Linux x86-64 unless stated otherwise.