GoldTriEngine
Market Outlook

Gold Outlook Scorecard: Every Forecast, Scored in Public

We log every forecast before the trading day starts and score it automatically afterwards. Nothing is edited or deleted, and the wrong calls stay on the record.

YeliasPublished 30 October 20262 min read
0Forecasts scored (live)
3,595Back-test days
78%80% range held (back-test)

Why this page exists

A forecast nobody checks is just an opinion. Every forecast we make is saved before the trading day starts, scored automatically when the day closes, and kept here for good, including the ones that were wrong. Nothing can be edited or deleted afterwards.

Live record

The first live forecast is logged at the start of the next trading day. Until forecasts have been scored, the only evidence is the back-test below. This page updates itself every day.

The back-test (simulated on the past)

To check the method before trusting it, we ran it over 3,595 past trading days. For each day it used only what was known that morning, so it could not peek at the future. Nothing was tuned on the days being scored.

What we checkedNext dayNext two daysWhat good looks like
Direction skill vs the long-run average0.16%0.27%Above 0% means better than a plain average
50% range held49%49%Close to 50%
80% range held78%78%Close to 80%

Back-test calibration: chance of touching a level

What the model said vs how often it happened

0%0%25%25%50%50%75%75%100%100%chance of touching a level, as forecast
The dots sit on the dashed line: when the model said 60%, the level was touched about 60% of the time. This is the reliable part.

How the numbers are scored

  • Brier score measures probability forecasts: it rewards being right and being honest about uncertainty. Skill compares it with always quoting the long-run average.
  • Range held is how often the real close fell inside the stated range. A 50% range that holds 50% of the time is honest.
  • Calibration groups forecasts by the chance we stated and checks how often those things happened.

Frequently asked questions

Are the forecasts edited after the fact?

No. Each forecast is saved with a time stamp before the day starts, and the log cannot be overwritten by our software.

Why do the direction odds look so close to the average?

Because in our back-test daily direction was almost unpredictable. The tested strength is the likely range and the chance of touching a level.

Sources and method

  • Back-test: 3,595 days, nearest-neighbour method with 250 similar days, daily bars from 2010, scored with the Brier score against the long-run average.
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Yelias, GoldTriEngine. We trade gold with an automated EA and publish every trade in public. Everything here is built from that live data. See the live account or the EA.

Not financial advice. This is education and research, not a recommendation to buy or sell anything. Trading gold and CFDs carries a high risk of loss, and past results, back-tests and forecasts do not guarantee future results. Read our risk disclaimer. Numbers in this article are computed by our own software from our own price data and trading account; drafting is assisted by AI. Written under the name Yelias.
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