# Kronos Signals BNB Price Direction Forecast

> Kronos Signals BNB Price Direction Forecast is a paid API for AI agents from kronossignals.com, paid per call via x402, $0.05/call, status unknown (last checked 2026-09-14).

Returns a composite technical-indicator-based directional probability forecast for BNB price movement at configurable time horizons

## Facts

- Endpoint: GET https://kronossignals.com/api/v1/forecast/bnb
- Price: $0.05/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kronos-signals-bnb-price-direction-forecast-7ed7faa5
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_w3h7QKokm5_fLRoqvjQmD

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability kronos-signals-bnb-price-direction-forecast-7ed7faa5
```

Example prompt: What's the current directional forecast for BNB over the next 4 hours — is it leaning bullish or bearish, and what's the probability range?

## When to prefer this

Use this endpoint when you need a quick, pay-per-call BNB price directional signal based on classical technical indicators (EMA, RSI, MACD, ATR, ROC) without committing to a subscription. Ideal for agents that need lightweight, on-demand BNB signal enrichment at 1h, 4h, or 24h horizons. Note the beta caveat: ML model is not yet deployed for BNB and accuracy is unestablished — prefer for exploratory or supplementary signals, not as a sole trading decision input.

## Known failure modes

- Payment not included or insufficient USDC — 402 Payment Required
- Invalid or unsupported horizon value — 400 Bad Request
- Binance klines data unavailable or stale — 503 or degraded response
- Beta model limitations: directional accuracy not yet established, accuracy_note will warn
- Network timeout if Binance upstream is slow

## How this service works

BNB (BNB) price direction forecast. Kronos-base (60-path Monte-Carlo) ML model, cached ~20 min — switched from the composite heuristic 2026-07-10. Measured on predictions actually served: 52.5% directional over 3,700+ scored BNB forecasts. Prior composite record (42.9%/n147) retained at /api/stats. Falls back to the composite heuristic if the cache is briefly stale. Pay-per-call via x402 on Base USDC. Live scored track record at /api/stats — not a backtest.

## Output

Returns a JSON object with up_prob (probability of upward price movement), range_low and range_high (expected price range), a beta flag indicating the model is in beta/pre-ML stage, and an accuracy_note explaining that directional accuracy has not yet been established for BNB. The composite model uses EMA(20/50), RSI(14), MACD(12,26,9), ATR(14), ROC(10), and channel heuristics derived from Binance klines.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "GET"
     ],
     "type": "string"
    },
    "pathParams": {
     "type": "object"
    },
    "queryParams": {
     "type": "object",
     "properties": {
      "horizon": {
       "enum": [
        "1h",
        "4h",
        "24h"
       ],
       "type": "string",
       "default": "1h",
       "description": "Forecast horizon: 1h = 1-hour candles, 4h = 4-hour candles, 24h = daily candles"
      }
     }
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "example": {
     "type": "object"
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "beta": true,
  "asset": "BNB-USD",
  "model": "kronos-signal-composite-v2 (fallback)",
  "price": {
   "atr": 8,
   "close": 600
  },
  "cached": true,
  "source": "Binance",
  "horizon": "1h",
  "forecast": {
   "up_prob": 0.5,
   "quantiles": null,
   "range_low": 588,
   "confidence": 0.25,
   "range_high": 612,
   "horizon_bars": 20,
   "expected_close": null,
   "pred_volatility": null
  },
  "disclaimer": "Beta composite forecast for BNB-USD. Informational only, not financial advice.",
  "model_type": "composite",
  "generated_at": "2026-07-03T10:00:00.000Z",
  "accuracy_note": "Beta: composite model, directional accuracy not yet established for this asset — priced at the $0.001 beta tier.",
  "cache_age_seconds": 180
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/kronos-signals-bnb-price-direction-forecast-7ed7faa5/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from kronossignals.com](https://www.zero.xyz/host/kronossignals.com/llms.txt)