AlphaBrief — crypto algorithmic analysis

Daily Alpha Brief — 2026-06-16 — BEAR regime across majors

Bayesian crypto brief for 2026-06-16: 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/USDTBEARWATCH
BNB/USDTSIDEWAYSWATCH
BTC/USDTBEAREXECUTE
DOGE/USDTBEAREXECUTE
ETH/USDTBEAREXECUTE
PEPE/USDTBEAREXECUTE
SOL/USDTBEAREXECUTE
SUI/USDTBEAREXECUTE
WIF/USDTSIDEWAYSWATCH
XRP/USDTBEAREXECUTE

The book is broadly bearish: 0 BULL / 8 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+17.6950%5.42+8.93101
post_shock_reversal+5.1138%3.44+1.94401
volume_spike+3.1337%3.67+1.16672
rsi_macd+0.000%0.00+0.000
ema_cross-86.240%-3.86-0.001
sentiment_strategy+0.000%0.00+0.000
tsmom-0.3732%-0.89-0.1222
walk_forward_ema-13.9823%-3.79-3.26150

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)
BNB/USDTsentiment_strategy+0.276sentiment_strategy (68%)
PEPE/USDTwalk_forward_ema-0.275bollinger (77%)
DOGE/USDTwalk_forward_ema-0.272volume_spike (62%)

BNB/USDT (SIDEWAYS):

rsi_macd, ema_cross, and tsmom all have zero trades in both windows, so rule 1 keeps them at neutral 0.50. Bollinger earns a meaningful raise: 7d shows 50% win-rate and an exceptional 8.09 Sharpe with positive pnl (+152), qualifying under rule 4 and strongly aligned with the SIDEWAYS regime; the single bad 24h trade is noise against 12 weekly trades. volume_spike is cut per rules 2-3: 7d win-rate of 32% with negative Sharpe (-0.44) and negative pnl signals persistent underperformance despite a good 24h read, and 63 trades gives ample statistical weight. post_shock_reversal is cut aggressively: both windows show win-rate near or below 30% with deeply negative Sharpe (-2.94) and pnl (-101.54) across 49 trades, triggering rule 2 and rule 3 simultaneously; it is a mean-reversion family strategy but clearly not profiting in this specific ranging environment. walk_forward_ema gets a small reduction for its negative 7d Sharpe on thin data (3 trades, rule 1 softens the cut). Sentiment is nudged up from 0.40 to 0.55: two sources with 100% confluence and a consistently negative composite (-0.57 to -0.65) across both windows provides a coherent bearish signal worth trusting modestly in a sideways regime.

PEPE/USDT (BEAR):

rsi_macd, ema_cross, and tsmom all have zero trades on both windows, so rule 1 applies and they stay at neutral 0.50. Bollinger is the standout performer with 10 trades, 80% win-rate, and a Sharpe of 13.94 on 7d — a clear rule-4 boost to 0.72, and although BEAR regimes typically favour momentum over mean-reversion, the data overwhelmingly contradicts that prior so rule 6 applies and the data wins. volume_spike is cut hard to 0.15 on 55 7d trades with only 29% win-rate, a deeply negative Sharpe of -3.87, and -351 pnl — rule 2 and rule 3 both fire. post_shock_reversal (a mean-reversion empirical strategy) shows positive pnl and a strong Sharpe on 40 7d trades but a below-50% win-rate, so it earns a modest lift to 0.58, consistent with post-shock/BEAR conditions where short-covering reversals occur. walk_forward_ema is catastrophically bad — 13% win-rate, Sharpe of -15.01, and -1008 pnl on 38 trades — triggering rules 2 and 3 for an aggressive cut to 0.10, near the floor. sentiment_strategy has only 2 sources and 50% confluence, indicating sparse and contradictory data, so it is nudged slightly down from 0.40 to 0.38 in line with weak coverage guidance.

DOGE/USDT (BEAR):

rsi_macd, ema_cross, and tsmom have zero trades in both windows (rule 1), so all three stay at neutral 0.50. bollinger has solid 7d metrics (44% win, 1.68 Sharpe, +48.88 pnl) though the 24h single trade is a sharp loss; a modest +0.02 is warranted, and despite BEAR regime disfavouring mean-reversion the 7d data is marginally positive so no conflict override fires. volume_spike is the standout performer (7d 40% win but an extraordinary 9.93 Sharpe and +629 pnl across 67 trades), earning a meaningful raise per rule 4 partial credit and regime-agnostic nature; the 40% win rate is below the 55% threshold for a full rule-4 boost, but the Sharpe and pnl are exceptional so a raise to 0.62 is justified. walk_forward_ema is persistently poor (7d 23% win, -6.52 Sharpe, -180.85 pnl) triggering rules 2 and 3 with a hard cut to 0.25; post_shock_reversal has a terrible 24h record (0% win, -153 pnl) though the 7d Sharpe is positive — the 7d win rate of 35% and contradictory daily data justify a mild reduction to 0.45. sentiment_strategy shows weak coverage (2 sources), only 50% confluence, and a strongly negative composite (-0.53) that aligns with BEAR but the low-quality data argues for holding near current weight with a small additional downward nudge to 0.38.

📡 Signal Outlook

SymbolDecisionConfidenceLeadConfluence
AVAX/USDTWATCH59%sentiment_strategy (0.59)
BNB/USDTWATCH68%sentiment_strategy (0.68)
BTC/USDTEXECUTE60%post_shock_reversal (0.60)
DOGE/USDTEXECUTE62%volume_spike (0.62)⚡ Confluence
ETH/USDTEXECUTE75%bollinger (0.75)⚡ Confluence
PEPE/USDTEXECUTE77%bollinger (0.77)⚡ Confluence
SOL/USDTEXECUTE67%bollinger (0.67)⚡ Confluence
SUI/USDTEXECUTE62%sentiment_strategy (0.62)
WIF/USDTWATCH76%bollinger (0.76)
XRP/USDTEXECUTE61%volume_spike (0.61)⚡ Confluence

💼 Shadow Portfolio

MetricValue
Total Value$988.66
P&L since 2026-06-14-11.34 (-1.13%)
vs BTC Buy&Hold+0.75% (B&H -1.88%)
vs ETH Buy&Hold-2.57% (B&H +1.44%)
Open Positions3
Win Rate44.4% (207 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-0.27bearish🔴 crowd bearish
BTC/USDT+0.08neutral➡️ neutral
DOGE/USDT+0.94bullish🟢 crowd bullish
ETH/USDT+0.27bullish🟢 crowd bullish
PEPE/USDT+0.58bullish🟢 crowd bullish
SOL/USDT+0.20bullish🟢 crowd bullish
XRP/USDT+0.51bullish🟢 crowd bullish

Most-talked alt: DOGE/USDT at +0.94 (bullish crowd lean).

📰 Today’s Key Reads

Curated from 2 sources monitored today:

🟢 Trump Tariffs 3: Return of the Bull Market! NYSE Tokenising, what that means for $Hype! Claude Meme Meta!decrypt — Score: +0.94

🟢 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: +0.65

🟢 Crypto starts 2026 STRONG! Venezuela Impacts on the market! Lighter TGE reactions!decrypt — Score: +0.56

🟢 XRP whale wallet withdrawals top 720M as risk-adjusted return data points to opportunitycointelegraph — Score: +0.54

Academic Footnote

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

Disclaimer

This is algorithmic analysis only, not financial advice.