{ "contacts": { "general": "hello@pineforge.dev", "sales": "enterprise@pineforge.dev", "security": "security@pineforge.dev" }, "schema": "https://pineforge.dev/facts.json#v1", "name": "PineForge", "description": "PineForge is a deterministic C++ backtesting engine with its own kernel; it runs PineScript v6 strategies through a transpiler and a Pine adapter, offline, in CI or from an AI agent.", "url": "https://pineforge.dev/en/", "llms": "https://pineforge.dev/llms.txt", "asOf": "2026-11-04", "notes": "The figures pineforge.dev cites from its facts module: the parity baseline, the tier rubric, the open-corpus gate, the bake-off, the speed benchmark, the releases, the MCP servers and language coverage. Percentages are percent values (12.5 means 12.5 %). Dates are ISO 8601. Commits are pineforge-engine commits unless named otherwise. Each group links its source at the commit the figures were read at, and the page that explains them.", "scoreboard": { "source": "Registry baseline pineforge-parity-baseline-20261103-release-tag-3d8717c4; digest-verified snapshot 3d8717c4c1cb415a9ad64f96cf2bd1e21cdc9fe1575ac99501a3a167071373ad; private evidence sha256:3fd12122740778ace5c8251f50e165b8c24d7e3b263d00d5967a3d8ecaa4106e.", "provenance": { "baselineId": "pineforge-parity-baseline-20261103-release-tag-3d8717c4", "snapshotSha256": "3d8717c4c1cb415a9ad64f96cf2bd1e21cdc9fe1575ac99501a3a167071373ad", "populationSha256": "cf857209574e03b760a308393d67c0eec114fb996749221f32de84c387f1b062", "engineCommit": "59f98ba80e69a624f97ada11935e1bc973fd0e19", "codegenCommit": "47f0e8a59696a8ba9d09166bbf428730f1bee723", "promotionDate": "2026-11-03T21:13:02.973Z", "privateEvidenceSha256": "3fd12122740778ace5c8251f50e165b8c24d7e3b263d00d5967a3d8ecaa4106e" }, "id": "pineforge-parity-baseline-20261103-release-tag-3d8717c4", "date": "2026-11-03", "engineCommit": "59f98ba80e69a624f97ada11935e1bc973fd0e19", "codegenCommit": "47f0e8a59696a8ba9d09166bbf428730f1bee723", "snapshotSha256": "3d8717c4c1cb415a9ad64f96cf2bd1e21cdc9fe1575ac99501a3a167071373ad", "populationSha256": "cf857209574e03b760a308393d67c0eec114fb996749221f32de84c387f1b062", "population": 8006, "anomaliesExcluded": 17, "graded": 7989, "excellent": 7983, "strong": 6, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 7983, "strong": 6, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 }, "scopes": { "corpus": { "graded": 309, "excellent": 309, "strong": 0, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 309, "strong": 0, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } }, "closed": { "graded": 7680, "excellent": 7674, "strong": 6, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 7674, "strong": 6, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } } }, "excellentPct": 99.92, "strongPct": 0.08, "excellentOrStrongPct": 100, "markets": 9, "timeframes": 2, "lanes": 18, "corpusProbes": 309, "closedProbes": 7680, "hardLane": { "symbol": "BINANCE:ETHUSDT.P", "timeframe": "15", "hardProbes": 1009, "corpusProbes": 309, "closedProbes": 700, "graded": 1009, "excellent": 1009, "strong": 0, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 1009, "strong": 0, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } }, "pairs": [ { "symbol": "BINANCE:ETHUSDT.P", "timeframe": "15", "hardProbes": 1009, "corpusProbes": 309, "closedProbes": 700, "graded": 1009, "excellent": 1009, "strong": 0, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 1009, "strong": 0, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } }, { "symbol": "BINANCE:BTCUSDT", "timeframe": "15", "hardProbes": 0, "corpusProbes": 0, "closedProbes": 668, "graded": 668, "excellent": 666, "strong": 2, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 666, "strong": 2, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } }, { "symbol": "BINANCE:BTCUSDT", "timeframe": "1D", "hardProbes": 0, "corpusProbes": 0, "closedProbes": 516, "graded": 516, "excellent": 516, "strong": 0, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 516, "strong": 0, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } }, { "symbol": "BINANCE:ETHUSDT.P", "timeframe": "1D", "hardProbes": 0, "corpusProbes": 0, "closedProbes": 540, "graded": 540, "excellent": 540, "strong": 0, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 540, "strong": 0, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } } ], "otherMarkets": { "lanes": 14, "markets": 7, "additionalTimeframes": 0, "hardProbes": 0, "corpusProbes": 0, "closedProbes": 5256, "graded": 5256, "excellent": 5252, "strong": 4, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 5252, "strong": 4, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 }, "timeframes": [ { "timeframe": "15", "lanes": 7, "graded": 3081, "excellent": 3077, "strong": 4, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 3077, "strong": 4, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } }, { "timeframe": "1D", "lanes": 7, "graded": 2175, "excellent": 2175, "strong": 0, "belowStrong": 0, "engineErrors": 0, "tiers": { "excellent": 2175, "strong": 0, "moderate": 0, "weak": 0, "minimal": 0, "no-trades": 0 } } ] }, "tvTradesCompared": 4692951, "tvTradesComparedSource": "Sum over the graded probes of this baseline of the trades compared with TradingView, each probe counted once; a position closed in several parts counts once; trades still open at the end of TradingView's list are excluded." }, "inventory": { "source": "https://raw.githubusercontent.com/pineforge-4pass/pineforge-engine/d1d188673c526a5a1751e51f4f1aa0c0cdcd7471/README.md#validation-scoreboard; historical release 1.0.1 authored-script and closed-trade inventory, independent of the active population; not registry row or slug totals.", "sourceRelease": "1.0.1", "sourceCommit": "d1d188673c526a5a1751e51f4f1aa0c0cdcd7471", "populationSha256": "cf857209574e03b760a308393d67c0eec114fb996749221f32de84c387f1b062", "corpusScripts": 309, "communityScripts": 680, "probeScripts": 61, "closedProbes": 7680, "closedScripts": 741, "communityProbes": 7179, "probeScriptProbes": 501, "tvTrades": 4776328 }, "hpoLicense": { "source": "LICENSE and LEGAL.md at the immutable HPO release source; the completed GitHub release and attached-artifact readback are retained in the publication receipt. Offline excerpts: content/proof/sources/pineforge-hpo@0.11.0.md. This records GitHub publication, not PyPI publication.", "name": "PineForge Source License 1.2", "sinceHpo": "0.11.0", "historical": { "name": "Apache-2.0", "throughHpo": "0.10.0" }, "repo": "pineforge-4pass/pineforge-hpo", "tag": "v0.11.0", "commit": "dab7b6775588da0f112eb363a70561c212dce80b", "publishedAt": "2026-10-07T08:39:29Z", "sourceUrl": "https://github.com/pineforge-4pass/pineforge-hpo/tree/dab7b6775588da0f112eb363a70561c212dce80b", "licenseUrl": "https://github.com/pineforge-4pass/pineforge-hpo/blob/dab7b6775588da0f112eb363a70561c212dce80b/LICENSE", "legalUrl": "https://github.com/pineforge-4pass/pineforge-hpo/blob/dab7b6775588da0f112eb363a70561c212dce80b/LEGAL.md", "releaseUrl": "https://github.com/pineforge-4pass/pineforge-hpo/releases/tag/v0.11.0" }, "parityBaseline": { "what": "Backtests of PineScript strategies, each graded against the trade list TradingView itself exported for the same script, market and timeframe.", "id": "pineforge-parity-baseline-20261103-release-tag-3d8717c4", "date": "2026-11-03", "engineCommit": "59f98ba80e69a624f97ada11935e1bc973fd0e19", "codegenCommit": "47f0e8a59696a8ba9d09166bbf428730f1bee723", "graded": 7989, "excellent": 7983, "strong": 6, "belowStrong": 0, "engineErrors": 0, "excellentPct": 99.92, "strongPct": 0.08, "excellentOrStrongPct": 100, "population": 8006, "anomaliesExcluded": 17, "openReferenceStrategies": 309, "communityScripts": 680, "maintainerProbeScripts": 61, "closedTestScripts": 741, "closedTestProbes": 7680, "markets": 9, "timeframes": 2, "probes15m": 4758, "probes1D": 3231, "tradingViewTrades": 4692951, "lanes": [ { "market": "BINANCE:ETHUSDT.P", "timeframe": "15", "graded": 1009, "excellent": 1009, "strong": 0, "belowStrong": 0 }, { "market": "BINANCE:BTCUSDT", "timeframe": "15", "graded": 668, "excellent": 666, "strong": 2, "belowStrong": 0 }, { "market": "BINANCE:BTCUSDT", "timeframe": "1D", "graded": 516, "excellent": 516, "strong": 0, "belowStrong": 0 }, { "market": "BINANCE:ETHUSDT.P", "timeframe": "1D", "graded": 540, "excellent": 540, "strong": 0, "belowStrong": 0 } ], "page": "https://pineforge.dev/en/methodology/", "source": { "title": "pineforge-release facts tokens", "url": "https://raw.githubusercontent.com/pineforge-4pass/pineforge-release/27a5ce18e6d797124e2dd7b02dd099d43f8d7bd1/facts/facts.json", "commit": "27a5ce18e6d797124e2dd7b02dd099d43f8d7bd1", "sha256": "6b88a55a7d193ef8e6948cda32b0116e97dc2bcf3543efb7b7346a0b389102cf" } }, "tierRubric": { "what": "The gates a backtest must pass against TradingView's trade list to grade excellent or strong, as the parity baseline applied them. The count, entry, exit and P&L gates are computed over the window both trade lists cover: entry, exit and P&L as relative differences in percent at the 90th percentile, count as the trade-count difference in percent (excellent: the same count). Matched is the share of TradingView's closed trades matched; at most one unmatched trade also passes. Below strong come moderate, weak and minimal.", "date": "2026-11-03", "sourceCommit": "35db01c85e38bcf2619b28db39e36366bc257b61", "gates": [ { "key": "count", "excellent": { "op": "=", "value": 0, "unit": "" }, "strong": { "op": "<", "value": 6, "unit": "%" } }, { "key": "entry", "excellent": { "op": "<", "value": 0.01, "unit": "%" }, "strong": { "op": "<", "value": 0.1, "unit": "%" } }, { "key": "exit", "excellent": { "op": "<", "value": 0.01, "unit": "%", "trailProfile": true }, "strong": { "op": "<", "value": 0.5, "unit": "%" } }, { "key": "pnl", "excellent": { "op": "<", "value": 1, "unit": "%", "trailProfile": true }, "strong": { "op": "<", "value": 100, "unit": "%" } }, { "key": "matched", "excellent": { "op": ">=", "value": 99, "unit": "%" }, "strong": { "op": ">=", "value": 95, "unit": "%" } } ], "trailProfile": { "what": "Strategies with trail_* exits, excellent", "exitPct": 0.05, "pnlPct": 100 }, "page": "https://pineforge.dev/en/methodology/", "source": { "title": "pineforge-engine scripts/verify_corpus.py", "url": "https://github.com/pineforge-4pass/pineforge-engine/blob/35db01c85e38bcf2619b28db39e36366bc257b61/scripts/verify_corpus.py#L41-L78" } }, "openCorpus": { "what": "The public reference strategies, each shipped with its Pine source, the generated C++, TradingView's trade list and the engine's, as the engine's corpus parity gate grades them.", "strategies": 312, "excellent": 311, "anomalies": 1, "productionProfile": 7, "corpusCommit": "d75b4fa", "corpusCommitDate": "2026-10-02", "gateCommit": "35db01c85e38bcf2619b28db39e36366bc257b61", "date": "2026-09-29", "repository": "https://github.com/pineforge-4pass/pineforge-corpus", "page": "https://pineforge.dev/en/gallery/", "source": { "title": "pineforge-engine scripts/check_corpus_parity.sh", "url": "https://github.com/pineforge-4pass/pineforge-engine/blob/35db01c85e38bcf2619b28db39e36366bc257b61/scripts/check_corpus_parity.sh#L86" } }, "bakeoff": { "what": "PineForge and PyneCore on the same strategies and feed, and vectorbt on the strategies with a hand-written port, each engine's trades graded against TradingView's export with the tier rubric.", "date": "2026-09-29", "engineCommit": "35db01c85e38bcf2619b28db39e36366bc257b61", "codegenCommit": "121b3e6a", "strategies": 201, "openCorpusStrategies": 100, "communityStrategies": 101, "feedBars": 53929, "pynecoreVersion": "6.10.3", "vectorbtPorts": 13, "pineforge": { "excellent": 201 }, "pynecore": { "excellent": 137, "strong": 46, "moderate": 12, "weak": 4, "minimal": 1, "noTrades": 1 }, "vectorbt": { "excellent": 4, "strong": 6, "moderate": 2, "weak": 1 }, "openCorpusOnly": { "pineforge": { "excellent": 100 }, "pynecore": { "excellent": 86, "strong": 12, "moderate": 1, "weak": 1 } }, "indicators": { "series": 10, "taCalls": 6 }, "page": "https://pineforge.dev/en/compare/", "source": { "title": "pineforge-engine benchmarks/results/summary.md", "url": "https://github.com/pineforge-4pass/pineforge-engine/blob/6b45f510de47ec09328aa7d4aa47a3d29f299020/benchmarks/results/summary.md" } }, "speed": { "what": "Wall time of a full backtest over one ETHUSDT 15-minute feed. PineForge is timed in-process with Google Benchmark; PyneCore as a subprocess, so its time includes interpreter start-up.", "date": "2026-09-29", "engineCommit": "35db01c85e38bcf2619b28db39e36366bc257b61", "machine": "AWS c7a.8xlarge", "cpu": "AMD EPYC 9R14", "cores": 32, "os": "Ubuntu 24.04", "feedBars": 53929, "pineforgeStrategies": 201, "pineforgeMedianMs": 66.84, "pineforgeMinMs": 29.2, "pineforgeMaxMs": 847.6, "pineforgeMedianBarsPerSecond": 806800, "pynecoreVersion": "6.10.3", "strategiesVsPynecore": 200, "pynecoreMedianMs": 2629, "medianSpeedupVsPynecore": 36, "p5SpeedupVsPynecore": 15, "p95SpeedupVsPynecore": 131, "vectorbtPorts": 13, "medianSpeedupVsVectorbt": 4.2, "vectorbtFasterOn": 2, "page": "https://pineforge.dev/en/methodology/", "source": { "title": "pineforge-engine benchmarks/results/speed.md", "url": "https://github.com/pineforge-4pass/pineforge-engine/blob/6b45f510de47ec09328aa7d4aa47a3d29f299020/benchmarks/results/speed.md" } }, "releases": { "1.0.1": { "source": 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