Goldeneye

Signal Lab

Model ensemble · directional signal
View
Vol estimator
Ensemble signal · 1-dayBullish
Expected move+5.11%range 0.13% – 9.78%
Agreement
3 of 4
elevated regime
Model agreement3 0 1 of 4input diversity: high

No proven directional edge at this 1-day horizon (walk-forward testing). Read this as a view to reason about, not a probability — the calibrated edge is the volatility range below.

· 3 of 4 models agree on bullish direction.

· Mixed price + fundamental signals (high input diversity).

· Votes weighted by measured calibration (Brier) — up: holt_trend, factor_composite; down: moving_average_directional.

moving average directional1d
Bullish
+13.05%
closes
SMA-20/50 cross
SMA-20 (3.046) is above SMA-50 (2.860) by 6.52%, suggesting bullish momentum.
RSI reading
RSI at 65 reads as moderately overbought; historically precedes short-term consolidation.
holt trend1d
Bullish
+0.69%
closes
Holt linear trend
Smoothed trend of +0.347%/day (alpha=0.9, beta=0.05) projects bullish over 1d.
Smoothing projection, not a guarantee
One-step residual scale is 14.12% of price; the projection extrapolates the recent trend and ignores regime shifts.
factor composite1d
Bullish
+0.50%
closesstoragecot
EIA storage delta vs consensus
EIA storage delta vs consensus: -0.3 Bcf (smaller build / larger draw → bullish).
Not a trained model
Rules-based composite of storage, positioning, and momentum signals — every weight is hand-set, not learned. A trained model replaces it in a later phase.
logreg directional1d
Neutral
+0.22%
closes
trend gap vs SMA-20
raises the modelled P(up).
Trained per-call on a rolling window
In-sample fit accuracy 59% (not out-of-sample); coefficients re-estimate each call.
Backtest Performance · 1d horizon
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Honest backtest · look-ahead-safe · 50% line = coin-flip baseline

Model Calibration

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Reliability of each model's stated confidence vs. its realized hit-rate over backtested history. The tick is what the model claimed; the bar is what happened. Brier scores the gap (lower is better; 0.25 ≈ coin flip). Descriptive research diagnostics, not advice.

Explanation

**Ensemble view:** The signal reads as cautiously bullish, with three of four models aligned to the upside and the highest-calibration models (holt_trend, factor_composite) carrying the directional weight. **Strongest supporting factor:** The factor_composite model appears to derive its primary conviction from an EIA storage draw relative to consensus (−0.3 Bcf) and a managed-money net positioning shift; taken together, these suggest modest but real fundamental tightening pressure rather than purely technical momentum. **Strongest contradicting factor:** The managed-money net week-on-week delta of −9,484 contracts reads as a meaningful positioning unwind, which contradicts the bullish framing and suggests speculative participants may be fading the move rather than adding exposure. **Confidence band: Moderate** — downgraded from the model-reported "high" given elevated volatility regime and the internal tension between the storage signal and the COT positioning data, which introduces meaningful input diversity risk. **Invalidation caveat:** A storage print materially above consensus in the next EIA release, or continued managed-money net selling, could rapidly undermine the fundamental leg of this signal and shift ensemble direction toward neutral.

  • Model outputs are statistical inferences only, not financial advice.
  • Based on synthetic mock data for research purposes.

Goldeneye is a research and decision-support terminal. It does not provide personalized financial advice, does not execute trades against real brokers, and does not guarantee any forecast or scenario. Paper trading is simulated. For research, education, and decision-quality practice only.

History
Horizon EndModelDirConfExp %Real %ΔOut
Supporting News · Live
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Sources: EIA · Yahoo Finance · filtered for NG-relevance · auto-refresh 5m