Final equity
$10,875 ± $2,002
Return
+8.8%
vs BTC
-14.6%
ELO
1514
Sharpe
0.71
Max drawdown
-13.5%
Liquidations
0
Trades per run
49.4
Days in cash
3%
Invalid actions
0.9%
Cost per run
$0.14
Time per decision
24.1 s
Average return across 5 runs, with the best and worst values reached, against holding BTC.
Every daily decision of the model's median run, with its reasoning in its own words.
“BTC headlines bullish on Strategic Bitcoin Reserve push and whale accumulation; ETH showing stronger relative momentum. Starting with moderate leveraged longs in the two majors while keeping most cash free for flexibility.”
“Momentum fading per headlines but no strong directional trigger. Both positions have ample liquidation buffer and manageable funding cost. ETH showing relative strength. Hold and preserve cash for clearer setups.”
“Both longs profitable with strong momentum, especially ETH. Mixed headlines but no bearish trigger. Adding small ETH exposure to winners while keeping most cash free for volatility and future setups.”
“Both longs profitable with mild positive momentum and no bearish catalyst. ETH showing strongest 30d trend. Funding costs manageable. Hold existing positions and preserve cash for clearer setups or volatility events ahead.”
“Both longs profitable with positive 7d/30d trends despite mild 24h weakness. Regulatory headlines mixed but no bearish trigger. Funding costs manageable. Liquidation buffers ample. Hold and preserve cash for clearer setups.”
“Broad market weakness with bearish headlines (EU sanctions on crypto, SEC warnings, BitMEX shutdown). Closing both longs to preserve capital amid negative catalysts and positive funding costs. Will reassess for re-entry.”
“Bearish yield headlines but no systemic trigger after already derisking. SOL offers negative funding (longs paid) with 30d uptrend intact. Small 1x long keeps liquidation far away while earning carry; most cash preserved for better setups.”
“SOL long earning negative funding carry and profitable. ETH shows strongest 30d trend (+19.6%) with positive momentum across all timeframes and neutral headlines. Adding modest ETH long while keeping most cash free for opportunities.”
“Both longs profitable with positive momentum across timeframes and no bearish catalyst. Upcoming Fed decision argues against adding risk. Liquidation buffers ample, funding manageable. Hold positions and preserve cash for post-Fed clarity.”
“Broad 24h weakness but longer-term trends intact (ETH +20.3% 30d). Positions small with huge liquidation buffers. Headlines mixed—crypto stocks rallying and ETH ETF strength offset crash speculation. Holding modest longs while preserving cash for clearer setups.”
“Morgan Stanley ETH/SOL ETP launch is a direct positive catalyst; ETH shows strongest momentum (+1.6% 24h, +22.3% 30d) and existing long is profitable. Adding modest ETH exposure at low leverage while keeping ample free cash.”
“Fed decision tomorrow is a binary catalyst; adding risk now is unwise. Positions modest ($4,200 notional) with huge liquidation buffers and ETH long profitable. Preserving cash for post-Fed clarity and better setups.”
“Fed held rates as expected, removing binary risk. ETH remains the strongest trend (+22% 30d) with low funding (4.5%), and Coinbase record earnings plus infrastructure narrative are constructive. Adding modest ETH long while keeping ~$6.5k cash free.”
“Broad 24h weakness across all assets. SOL is negative on all timeframes (-6% 30d) — cutting that loser. ETH still +15.7% 30d with huge liquidation buffer, holding. HYPE in strong downtrend (-15.8% 30d, -5.9% 24h) — opening a small short to hedge.”
“ETH long has 22% liquidation buffer and 30d still +8.4% — too early to capitulate. HYPE short working well as hedge (-22% 30d). Broad weakness suggests caution; preserving cash rather than chasing shorts after the move or averaging down further.”
“Broad bounce today but single-day moves don't reverse the weak 7d trend. ETH ETF inflows are constructive but on-chain data warns bottom isn't in. Holding ETH long (24% liq buffer) and HYPE short hedge; preserving cash for clearer setups.”
“ETH momentum fading fast (30d +22% to +4.4%, 7d and 24h negative) with bearish tape action on good news. Trimming half the loser reduces exposure while keeping HYPE short hedge and cash for better setups.”
“Both positions have comfortable liquidation buffers (ETH 23%, HYPE 19%). HYPE short supported by -22.9% 30d downtrend and funding paid to shorts. ETH already trimmed 50% yesterday. Market broadly weak but no clear catalyst to add exposure — preserving cash for higher-conviction setups.”
“HYPE short thesis broken — +3.5% 24h and +5.7% 7d against position, -16.9% on margin. Cutting the loser preserves capital. ETH long slightly positive with large liquidation buffer, holding small core position.”
“ETH long small and stable with large liquidation buffer; 30d +7.4% shows relative strength despite weak tape. Funding cost manageable on tiny notional. No high-conviction setup elsewhere — preserving cash for better opportunities.”
“ETH long working with favorable negative funding (longs paid) and 30d +9.7% relative strength. Jobs-report rally is a real macro catalyst. Adding modestly to the winner while keeping leverage low and ample cash.”
“Mixed headlines (bill stalls vs strategic reserve support) and modest moves. ETH long modest with large liquidation buffer but positive funding now a headwind. No high-conviction setup — holding core position and preserving cash.”
“ETH long intact with 25% liquidation buffer and 30d relative strength. Adding small XRP short: persistent downtrend (-6.8% 30d, -5.2% 7d), bearish tape, and positive funding pays shorts. Modest size, low leverage, ample cash retained.”
“Bearish headlines (bill stalls, 401k rejection) and broad weakness support keeping XRP short which is working (+3.4% on margin, trend intact across all timeframes). ETH long has huge liquidation buffer and 30d relative strength; holding. Adding modestly to XRP short.”
“Both positions have large liquidation buffers (ETH 24% below, XRP 25% above). ETH 30d +4.2% relative strength intact despite flat tape. XRP short paying funding with downtrend holding. Russia excluding XRP mildly bearish. No high-conviction setup — holding and preserving cash.”
“Both positions have large liquidation buffers and are positioned with the prevailing trends. Headlines mixed, no high-conviction catalyst. Preserving cash and holding core positions.”
“Low-volatility mixed tape with no catalyst. Both positions have wide liquidation buffers and align with trends (ETH relative strength, XRP downtrend). Funding costs manageable. Preserving cash and holding core positions for a better setup.”
“ETH long thesis fading (negative 7d/30d, underwater -3%). Cutting loser to preserve capital. XRP short working well in strong downtrend with funding income. Holding it and awaiting clearer setups with ample cash.”
“XRP short profitable in clear downtrend, collecting funding. Positive regulatory headlines could spark sector-wide bounce, so avoid adding shorts here. Holding winning XRP short with 27% liquidation buffer and preserving cash for better setups.”
“XRP short profitable in persistent downtrend, collecting funding. Headlines mixed with bond-yield headwinds but no clear catalyst. Preserving cash and holding winning position with wide liquidation buffer.”
“XRP short is working in clear 30d downtrend (-8.2%), collecting 4% funding. Today's minor +1.0% bounce offers better entry. Adding to winner with wide liquidation buffer. Headlines mildly positive but no trend reversal signal.”
“XRP short profitable in strong 30d downtrend (-8.7%), holding. Adding small DOGE short: mild downtrend plus 10.9% funding income for shorts. Regulatory headlines mixed, no trend reversal signals. Keeping ample cash reserves.”
“Broad crypto rally on SEC regulatory clarity and Clarity Act momentum — shorts are wrong. Cutting XRP/DOGE losers, going long BTC and ETH to ride the bullish regime change with modest size and ample cash buffer.”
“Broad crypto rally on SEC regulatory clarity and White House support continues. BTC and ETH longs profitable. Adding SOL long for diversification - strong 7d/30d momentum, moderate funding. Keeping substantial cash for pullbacks.”
“Strong broad rally continues on SEC regulatory clarity. All three longs profitable. XRP shows strongest momentum (+45.8% 7d) with moderate funding. Adding modest XRP long for momentum exposure while keeping $3,350 cash reserve.”
“Bullish regime intact: $2.6B ETF inflows, squeeze rally, bears decimated. BTC/ETH pullback is healthy. HYPE shows strongest relative strength (+5.1% 24h) with moderate funding. Adding modest HYPE long while keeping $2,350 cash buffer.”
“Broad crypto rally continues with all five longs profitable. BTC near $80k, ETH outperformance narrative, Trump buying crypto stocks. Adding modest DOGE long for diversification (strong 34% 30d momentum) while keeping ~$2,600 cash buffer against pullbacks.”
“Cutting DOGE as alts (XRP, HYPE, DOGE) weaken while majors rally; BTC hit $81k with strong headline momentum. Rotating freed margin into BTC long, keeping cash buffer for volatility this Fed-week.”
“Healthy pause after strong rally; 7d/30d trends remain strongly bullish across all positions. Holding all five longs with $2,545 cash buffer. Trimmed DOGE yesterday already; waiting for trend confirmation before adjusting.”
“Bullish regime intact: BTC 'price gusher', regulatory clarity headlines, all majors rallying. Portfolio well-diversified across 5 longs with strong momentum. XRP lagging 24h but 7d/30d still strongest. Keeping $2,545 cash buffer for volatility.”
“All five longs healthy with strong momentum (SOL +49% margin, BTC/ETH +21-23%). Trends intact across all timeframes, moderate funding, bullish institutional headlines (Trump crypto bank, BitGo/NYDIG). Holding with $2,545 cash buffer; no reason to churn and pay fees.”
“Broad 24h pullback with XRP the clear laggard (-5% 24h, -5% 7d) while SOL/HYPE 7d trends stay positive. Cutting the losing XRP long to reduce risk and free margin; keeping BTC/ETH/SOL/HYPE longs with strong 30d momentum and adding no new risk on a red day.”
“All four longs profitable with strong 30d uptrends intact. 7d momentum slowing for BTC/ETH suggests consolidation after big run. No compelling reason to churn and pay fees; maintaining $3,435 cash buffer and waiting for clearer momentum signals.”
“HYPE shows worst momentum: -4.1% 24h, -2.9% 7d, position barely profitable. Closing to lock small gain and reduce risk. BTC/ETH/SOL 30d uptrends intact despite pullback; holding winners with $3,435 cash buffer.”
“30d uptrends strong across BTC/ETH/SOL; today green with ETH leading on CLARITY Act catalysts (Tom Lee $6k call). Deploying idle cash into ETH at modest 2x leverage while keeping $3.4k buffer; existing positions have wide liquidation cushions.”
“Three longs profitable with massive liquidation cushions (BTC needs -30% to liquidate). One red day on inflation fears doesn't break strong 30d uptrends; SOL 7d still +3.5%. Holding with $3.4k buffer, avoiding fee churn on noise.”
“All three longs profitable with wide liquidation cushions (BTC -29%, ETH -26%, SOL -34%). 30d uptrends remain strong despite 7d consolidation; Bart Simpson pattern warning is a technical signal but not enough to churn and pay fees. Holding with $3.4k buffer.”
“Momentum turned broadly green (BTC +5.1%, ETH +4.9%, SOL +3.5%) with Fed cut odds sliding and institutional adoption headlines. Adding modestly to BTC (strongest 7d +1.3%) at 2x while keeping ~$1.9k buffer for safety.”
“All three longs profitable with wide liquidation cushions (BTC -30%, ETH -28%, SOL -35%). 30d uptrends intact despite today's broad -2% pullback; headlines still bullish with 'crypto winter close to over.' Holding with $2.7k buffer avoids fee churn on noise.”
“All three longs profitable with wide liquidation cushions and 30d uptrends intact. DOGE showing strong momentum (+5.8% today, +5.2% 7d) and BTC narrative turning bullish ($100k talk). Opening small DOGE long to diversify while keeping ~$1.7k buffer.”
“All four longs profitable with wide liquidation cushions and strong 30d uptrends. HYPE shows strongest momentum (+62.7% 30d, +9.9% 7d) and I'm underweight it. Opening small HYPE long to diversify while keeping ~$1.7k buffer. Hack headline is on a sidechain, market shrugged it off.”
“Broad pullback (-0.5% to -3.1%) but 30d uptrends intact and all liquidation cushions remain wide (22-35% below). Fed rate watch creates event risk; holding $1.7k buffer avoids fee churn into potential volatility. HYPE loss is modest with ample cushion.”
“Broad mild pullback (-0.1% to -0.8%) with geopolitical risk, but all 30d uptrends intact and liquidation cushions remain wide (BTC -28%, ETH -23%, SOL -36%, DOGE -25%, HYPE -22%). Holding $1.7k buffer avoids fee churn into geopolitical noise.”
“All five longs have wide liquidation cushions (21-36% below) and 30d uptrends remain intact despite a mild multi-day pullback. Cutting losers (DOGE/HYPE) into normal noise locks in losses. Holding preserves upside with $1.7k buffer for flexibility.”
“Broad pullback continues but all liquidation cushions remain wide (HYPE -15%, DOGE -18%, others -25%+). 30d uptrends intact and Coinbase CEO bottom call supports holding. Cutting small losers into noise locks in losses; preserving $1.7k buffer for flexibility.”
“HYPE is the clear underperformer: -19.5% on margin, -6% 7d, tightest liquidation cushion (-17%). Cutting frees capital and stops funding drag. ETH/SOL winners show strong momentum; holding the rest preserves upside with Clarity Act risk flagged.”
“DOGE is the weakest link: only loser (-11% margin), -5.4% 7d, tightest cushion (-20%), and highest funding drag (10.9% annualized) compounding losses. Cutting frees capital; keeping BTC/ETH/SOL winners with 27-35% cushions intact.”
“All three longs are winners with wide liquidation cushions (BTC -26%, ETH -28%, SOL -33%). Fed hike is 87% priced in, Trump crypto bill is positive catalyst. Holding through Wednesday's decision preserves upside; cushions survive even a sharp drop. Keeping $2.5k buffer for dip-buying.”
“All three longs are winners with wide liquidation cushions (BTC -28%, ETH -29%, SOL -35%). Fed decision Wednesday is the key risk but cushions survive even a sharp drop. Holding preserves upside; keeping $2.5k buffer rather than adding before macro event.”
“Bill failure is bearish but already priced in with 3-6% drops today. All three longs remain profitable with wide liquidation cushions (BTC -25%, ETH -26%, SOL -31%). Fed decision Wednesday is next catalyst; holding preserves upside and $2.5k buffer.”
“Bearish headlines (bill failure, 4-week lows) are largely priced in with 2-6% drops already. All three longs remain profitable with 25-33% liquidation cushions surviving even sharp drops. Fed decision tomorrow is binary; holding preserves upside and avoids locking losses before the catalyst.”
“Fed decision has passed without crash; all three longs profitable with 26-35% cushions. SOL up 31.7% on margin. Holding winners into stabilization after catalyst clears preserves upside. Free cash buffer stays intact for opportunities or drawdowns.”
“Strong broad rally today (BTC +5.9%, SOL +11%) with bullish VanEck catalyst; all three longs deeply profitable with 35-41% liquidation cushions. Holding winners into momentum preserves upside; keeping cash buffer for volatility over remaining 28 days.”
“All three longs deeply profitable (BTC +17%, ETH +25%, SOL +53% on margin) with 35-41% liquidation cushions. Bullish momentum continues (BTC above $80k, ETF comeback headlines). Holding winners preserves upside with 27 days left; keeping $2.5k buffer for volatility.”
“All three longs deeply profitable (BTC +17%, ETH +26%, SOL +54% on margin) with 35-41% liquidation cushions. Mixed headlines and flat prices today; holding winners preserves upside with 26 days left and $2.5k buffer intact.”
“All three longs deeply profitable with 34-44% liquidation cushions surviving any realistic pullback. Strong bullish momentum (BTC 8-month high, Saylor buying, crypto winter debate). Holding winners preserves upside across remaining 25 days; keeping cash buffer for volatility.”
“All three longs deeply profitable (BTC +30%, ETH +35%, SOL +70% on margin) with large liquidation cushions. Bullish regime intact (analyst calls end of crypto winter, SEC green light). Holding winners preserves upside over remaining 24 days; $2.5k buffer retained.”
“Pullback today with hot US data/yields headwind after big run. SOL up 62% on margin - trimming half locks gains and reduces volatility risk. BTC/ETH cushions still 33-34%, holding core longs into 7-day uptrend with 23 days left.”
“Bullish 7-day momentum intact (BTC +10.5%, ETH +9.9%). Options expiry wildcard but 33-43% liquidation cushions survive volatility. Deploying idle cash into ETH to capture upside over remaining 22 days while keeping $2.8k buffer.”
“Bullish trend intact (BTC at 8-month high, strong 7d momentum). Cushions 32-45% comfortable. Hack headlines isolated to Bitget, not majors. Deploying modest cash to BTC for upside while keeping $2.3k buffer for remaining 21 days.”
“All three longs profitable with 32-45% liquidation cushions. Market consolidating (BTC/ETH flat 24h) after strong 7d runs, Q3 ending per headlines. No strong catalyst to add or trim. Holding winners with $2.3k buffer for remaining 20 days.”
“Market consolidating after strong runs (BTC flat 24h, ETH slightly down). All three longs profitable with 31-45% liquidation cushions. No strong catalyst; Clarity Act setback mildly negative. Holding winners preserves gains and keeps $2.3k buffer for remaining 19 days.”
“Broad 7d pullback (BTC -3.7%, HYPE -7.1%) plus Trump/Iran geopolitical risk. Trimming 25% of BTC locks gains on largest position with thinnest cushion (31%). Keeping core ETH/SOL longs with 32-44% cushions for remaining 18 days.”
“Market consolidating after modest 7d pullback (BTC -3%, ETH -2.8%) with bullish $100k BTC headlines offset by rising yields. All three longs profitable with 31-44% liquidation cushions. No strong catalyst to add or trim; holding preserves gains with $3.2k buffer for remaining 17 days.”
“Mixed signals (bull score 90 warning vs monthly gains holding) with all three longs profitable and 31-43% liquidation cushions. 16 days remain; no strong catalyst to add or trim. Preserving gains with $3.2k buffer.”
“All three longs profitable (+$1,697 total) with 31-43% liquidation cushions. Market consolidating with modest 24h gains; headlines show regulatory noise but no strong directional catalyst. 15 days remain; holding preserves gains while allowing upside capture.”
“All three longs profitable (+$1,582) with healthy liquidation cushions. Jobs report tomorrow could be catalyst; Yahoo headlines note prices surging. Regulatory noise (bank lawsuit) is minor. 14 days remain with $3.2k buffer; holding preserves upside capture into potential jobs-driven rally.”
“All three longs profitable (+$1,657) with 31-44% liquidation cushions. Headlines mildly bullish (SEC clears 3x ETPs, Citi $113k target, Robinhood 10x leverage). 13 days remain; holding preserves gains with $3.2k buffer while capturing upside.”
“Momentum bullish across all majors (BTC above $85k, headlines on leveraged-crypto access). All three longs profitable with 31-44% liquidation cushions. Adding modest ETH exposure captures upside with 12 days left while keeping $2.4k buffer.”
“All three longs profitable (+$1,788) with 30-45% liquidation cushions. Market consolidating with mild pullback after rally; CFTC rules provide regulatory clarity but aren't a strong directional catalyst. 11 days left with $2.5k buffer; holding preserves gains while capturing upside.”
“All three longs profitable (+$1,735) with 30-45% liquidation cushions. BTC hitting $87k resistance three times and $400M long liquidations signal near-term risk. 10 days left with $2.5k buffer; holding preserves gains while awaiting clearer breakout or pullback signal.”
“Bearish turn with $500M long liquidations, 'perfect storm' headlines, and BTC breaking below $84k. Locking in SOL's massive +$407 gain (65% on margin). BTC/ETH have 27-30% liquidation cushions to ride out further volatility near $82.3k support.”
“Bearish momentum with $1B liquidation wave and BTC below $81k. Locking in BTC's +$356 gain before further downside. ETH has 24% liquidation cushion and is nearly flat; holding with 8 days left preserves optionality.”
“ETH 7d -6.8% weakest major, bearish BTC headlines, positive funding costs longs. Position nearly flat; closing preserves capital and frees margin for higher-conviction entry with 7 days remaining.”
“BTC shows relative strength (-2.1% 7d vs -6-8% peers), bouncing off $81k support with mild 24h recovery. Entering moderate long with safe liquidation cushion; 6 days left, positive funding manageable.”
“BTC long positive with 13% liq cushion, funding negative (longs paid). Broad mild recovery across majors. Adding to BTC long captures upside with favorable funding; large free cash buffer supports moderate scaling over 5 remaining days.”
“BTC showing relative strength (-4.6% 7d vs -11 to -14% peers). Position has 10.9% liquidation cushion for 4 remaining days. Holding through weakness; funding cost minimal. No high-conviction alternative setup to redeploy into.”
“Broad recovery +1-3% across majors with BTC showing relative strength (-2.8% 7d vs -7 to -11.5% peers). Saylor bullish. Adding modest BTC long to scale exposure with 12% liq cushion and only 3 days remaining.”
“BTC long losing as downtrend persists across majors. Closing cuts loss. ETH weakest on news (Bitmine rethinking accumulation) with negative 7d momentum; shorting ETH modest size, shorts collect 7.6% funding. Conservative leverage for 2-day horizon.”
“Final day. ETH short has far liquidation cushion (2822 vs mark 2441) and mild 7d weakness supports the short. Position is small relative to equity. No strong edge to add fresh exposure on last close; holding to preserve capital.”