Demo

See it before you trust it.

No account, no email, no exchange connection. This is what MONUNI shows you — the reasoning, the refusals, the controls and the record — using example data.

Every figure on this page is an example.

These are not live markets and not anyone’s account. MONUNI does not publish a track record it has not earned. What is real is the structure — the fields, the gates and the reasons are exactly the ones your own log will carry.

The decision log

Eight decisions. Six of them refusals.

This is the part worth reading. Most platforms show you what they bought; the useful question is what they passed on and whether the reason holds up. Open any row.

14:22:07SOL/USDTDeclinedSignal was good. The book was not.71
AgentMomentum v1.4.0
Market at the timeTrending · volatility normal
Rejection codeLIQUIDITY_INSUFFICIENT
Agent asked$420.00
Allocator granted$420.00
Risk approvedRefused
  1. 30-minute momentum 1.42% against a 0.70% threshold — the strongest reading of the scan.
  2. Volume accelerating at 1.9× the 20-period average, which supports the move.
  3. Order book depth within 0.5% of mid is $2,140. Filling $420 would move the price an estimated 38 bps.
  4. Estimated round-trip cost 61 bps against an expected edge of 44 bps. The trade is negative before it starts.
  5. Declined. This is a cost decision, not a view — the same signal at a quarter of the size would have passed.
14:19:55BTC/USDTExecutedTaken, at 40% of the size the agent asked for.64
AgentMean reversion v0.9.2
Market at the timeRanging · volatility elevated
Rejection codenone
Agent asked$1,000.00
Allocator granted$620.00
Risk approved$400.00
  1. Price 2.1 standard deviations below the 4-hour mean, with the range intact for 9 sessions.
  2. Portfolio allocator granted $620 of the $1,000 requested — BTC exposure was already 31% of the book.
  3. Risk engine reduced to $400. Stop at 2.4% implies a $9.60 loss, which is the per-trade ceiling at this equity.
  4. Stop loss placed at 2.4% below entry, sized from ATR rather than a fixed percentage.
  5. Executed. Position opened at $400 with the stop resting at the exchange.
14:18:31DOGE/USDTDeclinedBlocked by the daily loss limit, not by the signal.58
AgentMomentum v1.4.0
Market at the timeTrending · volatility high
Rejection codeDAILY_LOSS_LIMIT_REACHED
Agent asked$300.00
Allocator granted—
Risk approvedRefused
  1. Momentum 0.91% against a 0.70% threshold — a valid entry on its own terms.
  2. Realised loss today is $18.40 against a $18.00 daily limit. The limit is already breached.
  3. No new position may be opened for the rest of the session.
  4. Existing positions remain fully managed. Stop losses, take profits and reductions are exempt from this limit — a loss cap that also disarmed your protection would be the most dangerous control on the platform.
14:16:02ETH/USDTReducedTook half off as the trail ratcheted.77
AgentMomentum v1.4.0
Market at the timeTrending · volatility normal
Rejection codenone
Agent asked$310.00
Allocator granted$310.00
Risk approved$310.00
  1. Position is +3.4% and has given back 0.9% from its high.
  2. ATR trail ratcheted to +2.1%; half the position is reduced to lock the move.
  3. Remaining half continues with the trail. Take profit unchanged at +5.0%.
  4. Executed. This is a risk-reducing action and is exempt from plan limits.
14:12:44PEPE/USDTDeclinedThe asset is not on your permitted list.69
AgentMomentum v1.4.0
Market at the timeTrending · volatility extreme
Rejection codeASSET_NOT_PERMITTED

No size was ever calculated — refused before sizing.

  1. The signal qualified, and is recorded here so you can see what MONUNI would have done.
  2. PEPE is not in your trusted-asset list, so no order was ever built.
  3. Nothing was sized and nothing was proposed. Add the asset if you want this evaluated for real.
14:09:18ADA/USDTDeclinedBelow the confidence floor.41
AgentMean reversion v0.9.2
Market at the timeRanging · volatility low
Rejection codeCONFIDENCE_BELOW_THRESHOLD

No size was ever calculated — refused before sizing.

  1. Score 41 of 100 against a floor of 55.
  2. Deviation from the mean is real but shallow, and the range has been broken twice this week.
  3. Recorded rather than discarded — a run of near-misses on one asset is itself information.
14:04:50LINK/USDTDeclinedBitcoin was falling. Nothing else mattered.73
AgentMomentum v1.4.0
Market at the timeRisk-off · BTC −4.2% in 1h
Rejection codeGLOBAL_REGIME_RISK_OFF
Agent asked$380.00
Allocator granted—
Risk approvedRefused
  1. The asset's own signal was strong: momentum 1.18%, volume 2.2× average.
  2. BTC fell 4.2% in the last hour. In a shock of this size correlations converge and single-asset signals stop meaning anything.
  3. All new entries are suspended until the shock clears. Open positions keep their stops.
  4. Declined. This is the gate that most often disagrees with the agents, and it is meant to.
14:01:12AVAX/USDTDeclinedData was stale. MONUNI will not trade on a guess.66
AgentMomentum v1.4.0
Market at the timeUnknown · quote age 47s
Rejection codeMARKET_DATA_STALE

No size was ever calculated — refused before sizing.

  1. The most recent quote was 47 seconds old against a 15-second tolerance.
  2. No decision is made on stale data, whatever the signal says. A trade priced off a quote that has moved is a trade at an unknown price.
  3. Recorded so that a feed degrading quietly shows up as a pattern rather than as silence.

A quiet log is the normal state. MONUNI evaluating forty candidates and taking none of them is the system working, not the system broken — and you can tell the difference because it wrote down why each time.

What the agents see

Every candidate is scored, not just the ones it takes.

Trend, momentum, volume and volatility read together and reduced to one number out of a hundred — so candidates can be ranked against each other rather than each judged alone.

BTC+2.81%

$108,420

Trend
Bullish
Momentum
Strong
Volume
Rising
Opportunity score 91/100
ETH+2.23%

$2,567.30

Trend
Bullish
Momentum
Building
Volume
Steady
Opportunity score 87/100
SOL+3.45%

$184.35

Trend
Bullish
Momentum
Strong
Volume
Rising
Opportunity score 89/100
XRP-0.21%

$0.6123

Trend
Ranging
Momentum
Fading
Volume
Thin
Opportunity score 48/100

Example readings, to show the shape of the analysis. Not live market data.

The controls you hold

Shipped in their safest positions.

Environment and trading mode are separate settings, and neither escalates on its own. A real account left in Observe touches nothing, for as long as you like.

Trading mode

Whose money is at stake.

PaperLive

Auto trading

How far MONUNI may go on its own.

OffArmedActivePaused

Risk level

Position sizing and stop distance.

Moderate
Maximum allocation$5,000of your balance
Daily loss limit2.0%halts new entries
Open positions3 / 5concurrent cap
Emergency pause Readystops new entries at once

Controls shown in their default, safest positions.

The product

Where all of it lands.

Portfolio, markets, decisions and agent activity on one screen — with performance figures suppressed until there are enough closed trades for them to mean anything.

The next step is still not a real trade

Creating an account puts you in Observe mode, which places nothing. Paper mode comes next and fills against real prices while charging the spread and fees a real order would pay. Live trading is a decision you make later, or never.

Start in paper mode

Free, no card, and nothing trades until you say so. Read the risks first.