📊 RM Light API

Real-time range-probability model for CEX markets.

Base URL

https://rm-cex.leechprotocol.com

Endpoint

POST /api/v1/probability/lite

Headers

Content-Type: application/json

Request example

{
  "mode": "cex",
  "symbol": "ETHUSDC",
  "range": 0.01,
  "steps": 120,
  "interval": "min"
}

curl

curl -X POST "https://rm-cex.leechprotocol.com/api/v1/probability/lite" \
  -H "Content-Type: application/json" \
  -d "{\"mode\":\"cex\",\"symbol\":\"ETHUSDC\",\"range\":0.01,\"steps\":120,\"interval\":\"min\"}"

Response example

{
  "probability": 0.609701
}

Meaning

probability = the chance that price stays inside the selected range.

Field	Example	Reads as
`range`	`0.01`	±1% band
`steps`	`120`	120 minutes
`probability`	`0.61`	~61% chance to stay inside ±1% over the next 120 minutes

Limits

Parameter	Range
`steps`	5 – 360
`range`	0.001 – 0.05
`interval`	use `"min"`

💬 Live signals on Telegram — see detailed, real-time RM signals in the bot: @lpcex

📈 RM Signals — Examples `[TEST]`

Live illustrations of how the Range Model (RM) reads market volatility. Each example pairs a Signal (the call) with a Check (what actually happened).

🌊 Example 1 — Market Calm

🌊 RM Signal — Market Calm

ETHUSDC · 2026-06-27 06:59 UTC · model cal_sigma13

The market has moved into a quieter-than-usual zone. The model sees a somewhat higher chance that ETHUSDC stays inside its narrow ranges over the next few hours — elevated, but not yet at extreme levels.

Main range


Price now	`1579.82`
Checked range	`1571.92 – 1587.72`
Band / window	`±0.50%` / `120m`

Key deviation

Band / window	Now	1y normal
`±0.50%` / `120m`	26.6%	1.0%

Meaning — Volatility is on the calmer side. Range / grid / LP-style setups may find this context useful. RM does not predict direction.

Cooldown: 240m

✅ RM Check — Calm Phase Held

ETHUSDC · 2026-06-27 08:59 UTC · model cal_sigma13

Original signal: DEEP_COMPRESSION / soft


Band / window	`±0.50%` / `120m`
RM no-touch estimate	26.6%
Observed	Held ✅
Largest move from signal price	`+0.25%` / `−0.13%`
Closed at	`+0.10%` (`1581.46`)

Outcome — The market stayed inside the checked range. This supports the earlier calm-phase signal: realised movement was limited during the window.

📝 Reading it: Staying inside a ±0.50% band over 120 minutes is normally rare — about 1% of the time on a 1-year basis. Here the model puts it at 26.6%, a sharp jump that reads as an unusually calm, low-energy market.

⚡ Example 2 — Extreme Market Move

⚡ RM Signal — Extreme Market Move

ETHUSDC · 2026-06-26 06:48 UTC · model cal_sigma13

The move is outside the 1-year historical extreme band for at least one monitored cell.

Main range


Price now	`1567.68`
Checked range	`1552.00 – 1583.36`
Band / window	`±1.00%` / `120m`

Key deviation

Band / window	Now	1y normal
`±1.00%` / `120m`	9.4%	38.0%

Meaning — Range-bound conditions are deteriorating. Be careful with fresh range entries and review risk on existing range / grid / LP-style positions. RM does not predict direction.

Cooldown: 60m

🎯 RM Check — Extreme Move Confirmed

ETHUSDC · 2026-06-26 08:48 UTC · model cal_sigma13

Original signal: MARKET_EXPANSION / extreme


Band / window	`±1.00%` / `120m`
Predicted no-touch	9.4%
Observed	Touched ⚡
Range broke after	`50m`
Largest move from signal price	`+1.02%` / `−0.24%`
Closed at	`−0.19%` (`1564.73`)

Outcome — Price broke out of the checked range within the horizon — the extreme-move prediction was confirmed.

📝 Reading it: Holding inside a ±1.00% band over 120 minutes normally happens about 38% of the time on a 1-year basis. Here that probability collapsed to just 9.4% — the market followed through and the range broke after 50 minutes.

⚠️ Note

These are illustrative examples built on a small set of monitored bands and time windows. Via the API you can query the full grid: time steps from 5 to 360 minutes and bands from ±0.5% to ±5%.