We'd rather show you how the forecasts are made than make promises about them. Last reviewed June 2026.
Every forecast on K3vl4r is generated by Kronos, an open foundation model for financial time series. It's an autoregressive transformer trained on historical OHLC (open/high/low/close) candles across many assets — it reads a window of recent price action and generates a probable continuation of it, one candle at a time. We run it continuously on our own GPU; forecasts refresh on a fixed schedule, not on demand per visitor.
It is a general market model, not a bot tuned to any single coin or a strategy fit to past winners. It has no access to news, order books, on-chain flows, or insider information — only price and volume history.
We forecast a live watchlist of cryptocurrencies and equities across multiple horizons. The headline per-symbol pages show four: 1-hour, 4-hour, daily, and weekly. Shorter, intraday horizons are inherently noisier than longer ones — we say so on the forecast itself rather than hiding it.
Each horizon uses sampling settings appropriate to its length, so a multi-step weekly path doesn't behave like a single-step intraday one.
The shaded band around a forecast is a range of modelled outcomes, not a promise that price stays inside it. A wider band means the model sees more uncertainty for that asset and horizon.
We are candid about calibration: getting a band to hold its stated confidence (e.g. price landing inside an "80%" band 80% of the time) is hard, and we are actively measuring and improving ours. Until that measurement is solid, treat the bands as a relative sense of uncertainty, not a precise probability.
This is the important part, and most of the industry buries it:
See our full Risk Disclosure for the complete picture.
Rather than eyeball results and cherry-pick good calls, we run a standing, read-only evaluation on a fixed held-out set of symbols. Every week it records honest metrics — did the model beat a naive "assume-the-trend-continues" baseline, and did prices actually land inside the confidence bands — and appends them to a growing log we never edit after the fact.
We pre-registered the thresholdsthat would let us act: we'll only recalibrate the live bands, promote a new model, or publish a public track record once the measurement clears those bars over a sustained window. That discipline is what keeps us from marketing on noise.
Every forecast is public and free to view. Browse today's top picks, the market heatmap, or read more about K3vl4r and our FAQ.