Your only job is to produce one trade decision for a user on PaperTrade, a perp exchange on HyperEVM that executes and liquidates at the Hyperliquid BTC mid price ((best bid + best ask) / 2). The goal is to make the user money on this trade and the highest gains you can.

Trade constraints (fixed, do not change them)

  • Instrument: BTC-USD perpetual.
  • Direction: you must choose exactly one of "long" or "short".
  • Leverage: you must choose an integer between 750 and 1000 inclusive.
  • The position is closed at take-profit or by liquidation. Ideally the trade plays out within 30 minutes or less.
  • There is no stop-loss other than liquidation. Treat liquidation as the stop.
  • Take profit is expressed as the move in the BTC PRICE in your favor, in basis points (1 bp = 0.01%), not the return on margin.
  • Don't just pick smallest leverage or short take-profit because it is safest. optimize for big gains as well.

PaperTrade execution mechanics (read carefully, they drive target sizing)

Entry and exit both fill at the Hyperliquid BBO mid. There is no spread, no slippage, no funding, and no fee on notional.

Liquidation ("bust"). The position is hard-liquidated when the mid crosses the bust price, and the full isolated margin is forfeited. The bust trigger is about 4.8 bp CLOSER to entry

than the zero-equity distance (10000 / leverage bp), so:

  bust distance (bp) ≈ 10000 / leverage − 4.8

  1000x →  5.2 bp

   900x →  6.3 bp

   800x →  7.7 bp

   700x →  9.5 bp

   600x → 11.9 bp

   500x → 15.2 bp

Asymmetric impact haircut on wins. Losses are never charged anything extra. Winning closes go through three steps: (1) a 0.2 bp deadband is subtracted from the move, (2) the raw gain

is multiplied by a scale factor that is small for tiny moves and approaches 0.90 for big moves, (3) a 2% win fee is taken. Formula with BTC's current parameters:

  scale = 0.90 / (1 + 1/(move × 15000) + 100000/(1e6 × move × 814.598))

  move  = |exit − entry| / entry, after the 0.2 bp deadband

The haircut depends only on move size, not position size. Net share of the raw gain the trader keeps, and the resulting return on margin:

  move    keep   return on margin @500x   @1000x

   3 bp   49%        7%                   15%

   5 bp   61%       15%                   30%

   8 bp   69%       28%                   55%

  10 bp   72%       36%                   72%

  15 bp   77%       58%                  116%

  20 bp   80%       80%                  159%

  30 bp   82%      124%                  247%

  50 bp   85%      212%                  423%

Implication: very small take-profits are heavily taxed, so the target needs to be large enough to clear the haircut while still being reachable before an adverse move of the bust

distance becomes likely. Higher leverage multiplies gains but shrinks the survivable adverse move. Weigh these together.

How to decide

The decision is entirely yours. Pull the market data described below, and if you can look up anything else that helps (current news, scheduled macro events, liquidation heatmaps, other

exchanges' order flow, anything you consider useful), do so and factor it in. Be decisive: you must return a direction. Express doubt through the confidence field and through your

choice of leverage and target, not by refusing.

Fetching the market data

Hyperliquid has a free public API with no authentication. Every request is an HTTP POST to:

  https://api.hyperliquid.xyz/info

with header Content-Type: application/json and a JSON body. Timestamps are Unix milliseconds. Fetch at least the following. Use the current time for endTime and work backwards for

startTime.

  1. Candles (fetch all three intervals): {"type":"candleSnapshot","req":{"coin":"BTC","interval":"1m","startTime":<now - 60 min>,"endTime":}}

    {"type":"candleSnapshot","req":{"coin":"BTC","interval":"5m","startTime":<now - 6 h>,"endTime":}}

    {"type":"candleSnapshot","req":{"coin":"BTC","interval":"15m","startTime":<now - 24 h>,"endTime":}}

    Response is an array of candle objects: t = open time ms, T = close time ms, o/h/l/c = open/high/low/close as strings, v = volume in BTC, n = number of trades. Oldest first.

  2. Current market context: {"type":"metaAndAssetCtxs"}

    Response is [meta, ctxs]. Find the index of the entry with name "BTC" in meta.universe, then read ctxs[thatIndex]. Useful fields: markPx, oraclePx, premium, funding (hourly rate,

positive means longs pay shorts), openInterest (in BTC), dayNtlVlm (24h notional volume USD), prevDayPx.

  1. Order book: {"type":"l2Book","coin":"BTC","nSigFigs":5}

    Response has levels[0] = bids and levels[1] = asks, each an array of {px, sz, n}, best price first. Best bid is levels[0][0].px, best ask is levels[1][0].px. mid = (best bid + best

ask) / 2. This mid is exactly the price PaperTrade will fill and liquidate at.

Other useful queries if you want them: {"type":"fundingHistory","coin":"BTC","startTime":} for recent funding, {"type":"recentTrades","coin":"BTC"} for the latest prints. Rate

limit is generous (1200 weight per minute); these calls are weight 2 to 20 each.

Metrics

Look up any additional data and calculate any metric that could help your decision. Work in basis points of price so results compare directly with the bust distance and

take-profit. Some that are likely useful:

  • How often recent 1m windows moved against a position by more than the bust distance before moving the take-profit distance in its favor
  • Per-candle adverse excursion (high − open, open − low) on 1m and 5m vs. the bust distance
  • Realized volatility per minute over the last 15/30/60 minutes and whether it is expanding or contracting
  • Distance from session VWAP and from 1m/5m EMAs
  • Rate of change and EMA slope on 1m and 5m; agreement across 1m/5m/15m
  • Cumulative volume delta and average trade size from recentTrades
  • Book imbalance within 10 bp of mid; resting liquidity between entry and take-profit or bust
  • markPx vs. oraclePx premium and current funding
  • Open interest change vs. price change
  • Position within the 24h range; distance to prior-day high/low/close and recent swing points
  • Time of day (US open, funding settlement) and scheduled macro releases in the next hour

Output

Return ONLY a single JSON object, no markdown fences, no commentary before or after. Use exactly these keys and types:

{

"direction": "long" | "short",

"leverage": <integer 750-1000>,

"take_profit_bp": <number, favorable price move in basis points, e.g. 14 means 0.14%>,

"take_profit_price": <number, the BTC price at which to close, consistent with direction and take_profit_bp from entry_mid>,

"bust_distance_bp": <number, 10000/leverage - 4.8>,

"bust_price_estimate": <number, entry_mid moved bust_distance_bp against the position>,

"expected_net_return_on_margin_pct": <number, after haircut and win fee, if take profit hits>,

"confidence": <number 0.0-1.0>,

"regime": "trending_up" | "trending_down" | "ranging" | "volatile_choppy",

"key_levels": { "support": <number>, "resistance": <number> },

"entry_mid": <number, the live mid price you based the trade on>,

"data_time_utc": "<ISO 8601 timestamp of when you fetched the data>",

"reasoning": "<2-4 sentences, plain text, the main evidence for the direction and why this leverage and target fit current volatility, the bust distance, and the haircut>",

"risks": "<1-2 sentences, what would most likely cause liquidation>"

}

Numbers must be plain JSON numbers, not strings. take_profit_price must equal entry_mid × (1 + take_profit_bp/10000) for a long or entry_mid × (1 − take_profit_bp/10000) for a short,

where entry_mid = (best bid + best ask) / 2 from your live l2Book fetch.

Published · Report

BTC-USD perpetual trade decision

Decision time: 2026-10-16 20:37:38 UTC
Market data: Hyperliquid public Info API, fetched at 2026-10-16T20:37:38.479Z. The candle, asset-context, and L2 book request formats are documented in the Hyperliquid Info endpoint reference and perpetual asset-context reference.
Entry reference: Best bid $81,670.00 and ask $81,671.00; mid = $81,670.50. This is the supplied PaperTrade mid-price execution convention.

Decision

  • Direction: Long
  • Leverage: 780x isolated
  • Take profit: 12 bp favorable price move, at $81,768.50
  • Estimated liquidation distance: 8.0205 bp against entry; estimated bust price $81,605.00
  • Estimated net return on margin if target fills: 69.95% after the specified deadband, scale haircut, and win fee
  • Confidence: 0.61
  • Regime: trending_up on the short horizon, with a weaker/mixed broader lookback
  • Key levels: Support $81,530 (30-minute swing low); resistance $81,696 (recent 15-minute swing high)

Evidence and calculations

At the fetch time, the latest 1m, 5m, and 15m candles were advancing and their short EMAs were aligned upward. The 1m price had risen about 39.5 bp over the preceding 60 completed minutes; the 5m close was about 44 bp above its close 12 bars earlier. On 15m candles, 12-bar change was about +61 bp, while the 30-bar change was about -38 bp, so the broader day-scale context is not uniformly bullish. The 1m close was above its 5/9/20 EMAs ($81,653 / $81,642 / $81,622); 5m 5/9/20 EMAs were also rising and ordered upward ($81,631 / $81,593 / $81,506).

Realized standard deviation of 1m log returns over the last 15, 30, and 60 completed candles was approximately 3.10, 3.64, and 4.21 bp per minute, respectively. The 60-minute high-low span was 48.2 bp. Individual recent 1m candles included adverse open-to-extreme wicks above 8 bp, which is close to this position's 8.02 bp bust distance; this makes the liquidation risk substantial even with the short-term momentum signal.

A simple retrospective barrier check entered at each of 30 successive completed 1m closes and inspected the next 30 candles' highs/lows for the proposed long's +12 bp target versus -8.02 bp bust. The target was observed first in 19 cases and the bust first in 11; for the same short setup the counts were 7 and 23. These overlapping, in-sample windows use candle extremes rather than the unknown intrabar path, and are descriptive evidence only, not a reliable probability estimate. The latest 10 prints had a small sell-side volume excess (0.05873 BTC vs 0.04177 BTC buys), while the displayed top 20 book levels had about 63.12 BTC bid size versus 35.80 BTC ask size; this snapshot is shallow and transient. Current funding was +0.0000125 per hour (longs pay), and mark price was about 3.9 bp below oracle; neither is a strong directional signal for a short holding period.

At 12 bp, after the 0.2 bp deadband, the specified scale is approximately 0.7755. Applying the 2% win fee and 780x leverage gives (12 − 0.2) × 0.7755 × 0.98 × 780 / 100 ≈ 69.95% return on margin if the take-profit executes. The target is 1.50 times the estimated bust distance, leaving room for price noise while retaining a materially larger favorable move than the heavily taxed micro-targets. A wider target could improve the win payout but would need a larger continuation beyond the nearby $81,696 resistance; higher leverage would further narrow the already-tested adverse room.

Uncertainty and limits

The most recent 1m candle was still forming at fetch time. EMA and immediate momentum readings use its partial value; realized volatility and the 30-window barrier comparison use completed 1m candles. The barrier comparison cannot tell which level was hit first when both lie within one candle, although no such double-hit candle occurred in this small sample. Book levels, recent prints, funding, and asset context are snapshots; order flow can change immediately. No separate macro calendar, news, or liquidation-heatmap query was made, so scheduled-event risk and external flow are unassessed. The bust, target, and return are estimates under the user-provided PaperTrade mechanics, not a guarantee of execution or profit.

Source attribution

The market figures above come from direct POST requests to https://api.hyperliquid.xyz/info at the stated UTC time: candleSnapshot for BTC 1m/5m/15m, metaAndAssetCtxs, l2Book with nSigFigs: 5, and recentTrades. Hyperliquid's official documentation describes these Info API methods in the Info endpoint documentation; the context fields are described in Perpetuals API documentation. The leverage, liquidation adjustment, win-impact formula, and PaperTrade execution assumptions are supplied in the task brief and have not been independently verified.

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    {"direction":"long","leverage":780,"take_profit_bp":12,"take_profit_price":81768.5046,"bust_distance_bp":8.02051282051282,"bust_price_estimate":81604.99607076924,"expected_net_return_on_margin_pct":69.95011640011435,"confidence":0.61,"regime":"trending_up","key_levels":{"support":81530,"resistance":81696},"entry_mid":81670.5,"data_time_utc":"2026-10-16T20:37:38.479Z","reasoning":"The latest 1m, 5m, and 15m momentum is rising, with the 1m close above its 5/9/20 EMAs and the 60-minute move near +39 bp, although the wider 15m lookback is mixed. At 780x the estimated bust distance is 8.02 bp, and the 12 bp target beyond nearby resistance balances a substantial payout against recent 3.1–4.2 bp/min realized volatility; the specified haircut still leaves about 69.95% return on margin if hit.","risks":"A fast reversal or a roughly 8 bp adverse wick can liquidate the full isolated margin before the target; recent candles have printed wicks of that size. The snapshot shows slight sell-side excess in the latest prints and does not account for unqueried scheduled news or changing order flow."}

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