Back to Stochastly

Product facts.
Defined and dated.

Counted on 21 September 2026 from the modular-desk build source, revision 52e4a8f4, including Minimum Track Record Length. Machine-readable census.

Catalogue

667 unique family/name entries across 28 families in the shipped-runtime census, including 175 roadmap entries. Of these, 492 are proven by an executable test that names them. The count is read from that census and does not re-execute the full catalogue.

Distinct charts

214+ distinct graphical results, including Minimum Track Record Length. This is a source-reviewed lower bound from build 52e4a8f4: 161 results accessible from the chart picker, 43 additional graph-driven results and 10 explicitly traced node-result figures. A result accessed through several views is counted once. Tables, text diagnostics, configuration readouts and candidates without a per-result rendering witness are excluded.

Examples: candle replay shares the candlestick result; surface, contour and 3D search landscape share one result; repeated prop-firm cash paths and distributions are deduplicated. Different calculations with their own plotted results remain distinct. Data requirements vary by chart. This census is not a fresh execution of the entire library or a competitor ranking. Dated inventory of the 214 counted results and collision decisions.

Code exports

6 registered targets: Python, Pine Script, MQL5, FASTEXPR, C++ and Rust. The translator covers 18 kernels. Target-specific coverage and execution semantics are documented in the generated file and export reference. FASTEXPR represents a continuous score. An exported file requires review and target-platform validation before live use. A MQL5 file does not imply a complete Expert Advisor matching every graph component.

Engine performance

66,000 bar-configuration evaluations per second, rounded down from a median of 66,238. Three first runs in fresh packaged-engine processes; EMA crossover, 52,565 hourly BTCUSDT bars, 12 configurations, one worker, Intel Core i9-12900K, 64 GB RAM, Windows 11. Timing includes orchestration and result retrieval; process startup and cached repeats are excluded. Measured on 21 September 2026. Workload and timings · Machine-readable evidence. No competitor speed comparison is claimed.

The exact input file and runner are not public yet. The recorded arithmetic can be checked, but the elapsed times cannot currently be reproduced independently. This measurement applies to the identified sidecar build; a later build needs a new measurement.

MCP walkthrough source

The landing animation replays selected fields from a real MCP development session recorded on 21 September 2026, source revision 52e4a8f4. Animation timing is editorial. The browser runs no backtest or MCP command. The source session used a protocol client without a language model.

  1. compose_graph returns one runnable configuration.
  2. backtest_graph starts run rg_0446867e.
  3. backtest_status returns done, cached: false and verdict: NO-GO.

Displayed fields and trace fingerprint. No production-build licence setting was changed.

Brand use & attribution

Client names describe MCP-capable software requiring configuration. They do not represent a partnership or endorsement. End-to-end compatibility with every client version has not been certified.

Pascal, modulo two

The pixel motif is constructed from the odd coefficients of Pascal's triangle: C(n,k) is odd when (k & n) = k. It produces the Sierpinski triangle pattern. Original vector construction; no third-party painting or photograph is reproduced.

Back to Stochastly

Public evidence records and limits by source version

Each ID refers to one public experiment. Source fingerprints identify the reviewed version. Synthetic examples are labelled simulated; their results do not predict trading outcomes.

Packaged engine throughput

Evidence ID: engine-throughput-2026-09-21. Source version: 6d2870fdbbbaa6d8f2e6860d06c91f36cae88e4f. Measured on a local fixture.

Three fresh packaged-engine runs evaluated 12 EMA crossover configurations on a local hourly BTCUSDT fixture. The displayed 66,000 bar-configuration evaluations per second is rounded down from the median on the stated Windows machine.

Limit: Workload-normalized throughput for this machine and strategy. Repeated cached requests are excluded. No cross-product speed comparison. This is not a count of unique market bars or internal engine operations.

Provenance: source record.

Search demonstration

Evidence ID: demo-search-2026-09-21. Source version: 1826b5c3f9cc095158914de816d4e54de517db6564dc37c116b6cbb93662b19a. Simulated experiment.

The public demonstration defines 48 configurations and evaluates 24. Its GO verdict applies to those 24 evaluated configurations only. The output is a simulated example.

Limit: This graph describes 48 configurations; 24 were evaluated. The verdict covers those 24, not the whole space. Raise the cap to run all of them.

Provenance: source record.

Machine learning demonstration

Evidence ID: demo-ml-2026-09-21. Source version: 8626069e2f142cfbbe23a9e22fb966fa8f9801c7a3b421219555778bef6d2080. Simulated experiment.

The public machine learning example evaluates one configuration and records a NO-GO verdict. The reported backtest metrics are simulated demonstration output.

Limit: One evaluated configuration cannot establish the quality of a wider model search or predict live trading outcomes.

Provenance: source record.

Overfitting in strategy research

Evidence ID: working-paper-01. Source version: 2d0edb9e636a9648e61c9a345610ab43bfee6856965e99c7bf7efc87014c2157. Simulated experiment.

A fixed Gaussian simulation studies selection among candidate strategies and dependence across them. Its false-discovery frequencies describe the specified synthetic family.

Limit: The Gaussian null and known variance are diagnostic assumptions; real returns, dependence and trial histories require separate validation.

Provenance: source record.

Validation in event time

Evidence ID: working-paper-02. Source version: e5c4b5f626e8f3417e87e2f759d713862f86f5024e1fe5e324a1e3c61b1f278c. Simulated experiment.

Synthetic event indices and analytical examples illustrate temporal validation. No forecast model, market backtest or application-run performance is represented.

Limit: No forecast model, market backtest or application-run performance was measured in this working paper.

Provenance: source record.

From a backtest to executable rules

Evidence ID: working-paper-03. Source version: e0b05d07978ad0f50b3e8a5c0aa065cef8444837069dea8f457692d26bdafc2f. Simulated experiment.

Synthetic examples compare stated execution rules, costs and state transitions. They do not certify an exporter or promise live execution parity.

Limit: No market dataset, proprietary strategy, live account or target-language exporter was exercised.

Provenance: source record.