---
name: kronossignals.com
description: kronossignals.com provides Monte Carlo-based directional price forecasts for specific cryptocurrency pairs. Each forecast returns an up probability, expected close price, quantile range, confidence score, and calibration metadata for a user-specified time horizon.
host: kronossignals.com
---

# kronossignals.com

Kronos Signals is a forecast-only host serving agents that need probabilistic directional signals for BNB-USD and DOGE-USD before making or evaluating trade decisions. It runs a 60-path Monte Carlo ML model and exposes per-asset endpoints with configurable time horizons. It does not provide real-time price feeds, order execution, or coverage of assets beyond BNB-USD and DOGE-USD.

## When to use this host

Use kronossignals.com when an agent needs a probabilistic directional forecast (up probability, expected price range, confidence) for BNB-USD or DOGE-USD over a short horizon before a trading or alerting decision. Do not use this host for real-time or streaming tick data — use a dedicated market data API instead. Do not use it for assets other than BNB-USD and DOGE-USD; a different forecast provider or exchange data feed is required for all other pairs. This host does not execute trades, manage positions, or provide portfolio-level analytics.

## Capabilities

### Crypto Directional Forecasts

Provides Monte Carlo-based probabilistic price forecasts for BNB-USD and DOGE-USD, including up probability, expected close, quantile range, confidence score, and model calibration metadata for a chosen horizon.

- **`fetch-bnb-price-forecast`** — Returns a Monte Carlo-based directional price forecast for BNB-USD, including up probability, expected close, quantile range, confidence, and calibration metadata for a chosen time horizon.
- **`fetch-doge-forecast`** — Returns a DOGE-USD directional price forecast with up probability, confidence, price range, and calibration data from the Kronos-base 60-path Monte-Carlo ML model.

## Workflows

### Multi-Asset Forecast Comparison

*Use when an agent needs to compare directional conviction across BNB-USD and DOGE-USD to allocate attention or capital between the two assets.*

1. **`fetch-bnb-price-forecast`** — Retrieve BNB-USD up probability, expected close, confidence score, and quantile range for the target horizon.
2. **`fetch-doge-forecast`** — Retrieve DOGE-USD up probability, expected close, confidence score, and quantile range for the same horizon, then compare both outputs to determine which asset shows stronger directional conviction.

## Skill reference

### `fetch-bnb-price-forecast`

**Kronos BNB-USD Price Forecast** — Returns a Monte Carlo-based directional price forecast for BNB-USD, including up probability, expected close, quantile range, confidence, and calibration metadata for a chosen time horizon.

*Use when:* Use when an agent needs a short-horizon directional forecast for BNB-USD, including probability of upside, expected close price, quantile distribution, and model confidence before making or evaluating a trade decision.

*Not for:* Do not use for real-time streaming price data or for assets other than BNB-USD; use a market data feed or a different Kronos forecast endpoint for other assets.

**Inputs:**

- `horizon` (string) — Forecast horizon. Allowed values: '1h', '4h', '24h'. Defaults to '1h'.

**Returns:** Returns a BNB-USD forecast object with raw and calibrated up probability, expected close, p10–p90 quantiles, model confidence, Monte Carlo path count, directional edge stats, and calibration metadata.

**Example:** `GET https://kronossignals.com/api/v1/forecast/bnb?horizon=1h`

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### `fetch-doge-forecast`

**Kronos DOGE-USD Forecast** — Returns a DOGE-USD directional price forecast with up probability, confidence, price range, and calibration data from the Kronos-base 60-path Monte-Carlo ML model.

*Use when:* Use when an agent needs a short-horizon DOGE-USD directional forecast including up probability, expected price range, confidence score, and model calibration metadata before making a trading or alerting decision.

*Not for:* Do not use for real-time streaming price feeds or for assets other than DOGE-USD; use a market data API for live tick data or other asset forecasts.

**Inputs:**

- `horizon` (string) — Forecast horizon. One of '1h', '4h', or '24h'. Defaults to '1h'.

**Returns:** Returns a DOGE-USD forecast object with raw and calibrated up probabilities, price range, quantiles, confidence score, 60-path Monte-Carlo metadata, calibration stats, and a trailing directional edge summary.

**Example:** `GET https://kronossignals.com/api/v1/forecast/doge?horizon=1h`

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