AlphaBrief — crypto algorithmic analysis

Daily Alpha Brief — 2026-06-15 — BEAR regime across majors

Bayesian crypto brief for 2026-06-15: BEAR regime, strategy performance, weight shifts, and quant-vs-crowd sentiment across 10 symbols.

TL;DR

Shadow portfolio equity curve Shadow portfolio value since inception (dashed line = $1,000 starting capital).

Current Bayesian strategy weights Current Bayesian reliability weights, averaged across the universe.

Per-symbol market regime map Detected regime per symbol (EMA200 + ADX); % = lead-strategy conviction.

📊 Regime Analysis

Regime per symbol from EMA200 + ADX on daily candles, with the fusion signal.

SymbolRegimeSignal
AVAX/USDTBEAREXECUTE
BNB/USDTSIDEWAYSWATCH
BTC/USDTBEAREXECUTE
DOGE/USDTBEAREXECUTE
ETH/USDTBEAREXECUTE
PEPE/USDTBEAREXECUTE
SOL/USDTBEAREXECUTE
SUI/USDTBEAREXECUTE
WIF/USDTBEAREXECUTE
XRP/USDTBEAREXECUTE

The book is broadly bearish: 0 BULL / 9 BEAR of 10 symbols.

⚙️ Strategy Performance

Aggregate 7-day performance per strategy (replayed across the universe). Edge = win-rate × avg P&L per trade — the table is sorted by it.

StrategyAvg P&L / tradeWin RateAvg SharpeEdgeTrades
bollinger+17.3851%5.87+8.7895
post_shock_reversal+7.9439%5.39+3.12428
volume_spike+3.6337%3.46+1.33661
tsmom+1.1136%1.94+0.4011
rsi_macd+0.000%0.00+0.000
ema_cross-86.240%-3.86-0.001
sentiment_strategy+0.000%0.00+0.000
walk_forward_ema-8.7627%-1.94-2.35168

All P&L figures normalized to a 100 USDT position size for comparability (not summed across symbols).

🧠 Bayesian Weight Shifts

SymbolTop moverWeight ΔLead strategy (conf)
PEPE/USDTwalk_forward_ema-0.298bollinger (76%)
WIF/USDTwalk_forward_ema-0.283post_shock_reversal (74%)
BNB/USDTsentiment_strategy+0.276bollinger (76%)

PEPE/USDT (BEAR):

rsi_macd, ema_cross, and tsmom all have zero trades on both windows, so rule 1 holds them at neutral 0.50. Bollinger is an exceptional standout with 7d 75% win-rate, Sharpe of 11.52, and +437 pnl, earning a strong raise per rule 4; although BEAR regimes typically penalise mean-reversion, the data clearly overrides the regime prior (rule 6), and bollinger’s band-walk risk is low given PEPE’s choppy meme-coin price action. volume_spike is a clear conflict case — the 24h metrics look great but the 7d tells the real story: 29% win-rate, Sharpe of -3.58, and -333 pnl, triggering rules 2 and 3 for a sharp cut. walk_forward_ema is the worst performer with 7d 13% win-rate, Sharpe of -14.44, and -1001 pnl, so it is cut hard toward the floor per rule 2. post_shock_reversal shows a modest 7d positive pnl and Sharpe with adequate trade count but a sub-50% win-rate, warranting only a small upward nudge; sentiment is held slightly below its current weight given sparse two-source coverage and only 50% confluence, consistent with the bearish composite reading.

WIF/USDT (BEAR):

walk_forward_ema is the clearest action: 7d win-rate of 22% with Sharpe -8.14 and pnl -460 triggers rules 2-3 hard, so I cut it substantially to 0.20. post_shock_reversal shows strong 7d metrics (41% win, Sharpe 7.26, +583 pnl) and as a mean-reversion strategy is well-suited to BEAR post-shock conditions, earning a raise to 0.58; bollinger similarly benefits from positive 7d Sharpe (4.42) and pnl despite the noisy 24h candle, raised to 0.60 with a small BEAR/mean-reversion regime nudge. rsi_macd, tsmom, and ema_cross all have zero or near-zero 7d trades (rsi_macd/tsmom: 0 trades; ema_cross: 1 trade), triggering rule 1 low-sample guard and holding them near current weight; sentiment_strategy has only 1 source but perfect confluence and a strongly negative composite (-1.00) consistent with the BEAR regime, so it gets a modest nudge down from 0.40 to 0.45 — wait, keeping it near current at 0.45 reflecting the limited single-source coverage per the sentiment guidance.

BNB/USDT (SIDEWAYS):

Bollinger is the clear standout in a SIDEWAYS regime with 7d win-rate of 55%, an exceptional Sharpe of 8.14, and positive pnl of +128.96, earning a significant boost per rules 4 and 5. post_shock_reversal is severely penalised: both 24h and 7d show win-rates well below 30% with deeply negative Sharpe and pnl (-128.92 pnl, -3.72 Sharpe), triggering rule 2’s cut toward 0.10-0.20. volume_spike is cut despite a misleadingly high 24h Sharpe because the dominant 7d window shows 31% win-rate and a negative Sharpe of -1.06 with negative pnl, contradicting the raw headline number (rules 2-3). rsi_macd, ema_cross, and tsmom have zero trades on both windows (rule 1 low-sample guard), so they stay at neutral 0.50; walk_forward_ema gets a marginal haircut on its thin negative 7d Sharpe (rule 1 limits the move); sentiment_strategy earns a modest uplift to 0.55 on strong 100% confluence and consistent two-source coverage, though the deeply negative avg_composite (-0.46) aligns with a cautious SIDEWAYS lean.

📡 Signal Outlook

SymbolDecisionConfidenceLeadConfluence
AVAX/USDTEXECUTE72%bollinger (0.72)
BNB/USDTWATCH76%bollinger (0.76)
BTC/USDTEXECUTE84%post_shock_reversal (0.84)
DOGE/USDTEXECUTE74%bollinger (0.74)⚡ Confluence
ETH/USDTEXECUTE75%bollinger (0.75)⚡ Confluence
PEPE/USDTEXECUTE76%bollinger (0.76)⚡ Confluence
SOL/USDTEXECUTE74%post_shock_reversal (0.73)⚡ Confluence
SUI/USDTEXECUTE72%post_shock_reversal (0.72)
WIF/USDTEXECUTE74%post_shock_reversal (0.74)
XRP/USDTEXECUTE69%bollinger (0.69)⚡ Confluence

💼 Shadow Portfolio

MetricValue
Total Value$998.72
P&L since 2026-06-14-1.28 (-0.13%)
vs BTC Buy&Hold-0.02% (B&H -0.11%)
vs ETH Buy&Hold-4.03% (B&H +3.90%)
Open Positions3
Win Rate46.1% (115 closed)

$1,000 USDT paper portfolio, 1% risk/trade, MEXC fees modelled. No real capital is deployed.

📡 Discourse Radar

Crowd-vs-quant sentiment from CryptoCompare news, crypto RSS, the macro feeds (FT / Fed / CNBC), and the Fear & Greed index. (Reddit retired — Responsible Builder Policy restrictions, 2026.)

SymbolSentimentCrowdConfluence
BNB/USDT-0.20bearish🔴 crowd bearish
BTC/USDT+0.07neutral➡️ neutral
DOGE/USDT+0.88bullish🟢 crowd bullish
ETH/USDT+0.29bullish🟢 crowd bullish
PEPE/USDT+0.53bullish🟢 crowd bullish
SOL/USDT+0.42bullish🟢 crowd bullish
XRP/USDT+0.36bullish🟢 crowd bullish

Most-talked alt: DOGE/USDT at +0.88 (bullish crowd lean).

📰 Today’s Key Reads

Curated from 2 sources monitored today:

🟢 Tom Lee’s BitMine Adds $139 Million in Ethereum Ahead of Preferred Share Trading Startdecrypt — Score: +0.81

🟢 Trump’s speech at Davos gives small boost to Crypto! Saylor buys $2.13B BTC! Blondish Interview!decrypt — Score: +0.77

🟢 XRP Price Next Chapter Could Be A Strong Move To The Upsidecryptocompare — Score: +0.74

🟢 Trump Tariffs 3: Return of the Bull Market! NYSE Tokenising, what that means for $Hype! Claude Meme Meta!decrypt — Score: +0.72

🟢 Crypto starts 2026 STRONG! Venezuela Impacts on the market! Lighter TGE reactions!decrypt — Score: +0.67

📈 System Architecture

Bayesian Fusion The four-panel Bayesian fusion engine behind these daily decisions (shown Mondays). See Methodology.

Academic Footnote

Miralles-Quirós (2022) — post-shock reversals in digital assets.

Disclaimer

This is algorithmic analysis only, not financial advice.