THE BITBANK JOURNAL
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56 articles · Clear searchMARKETS & IDEAS
Reading Crypto Forecasts and Trading Bots Honestly
How to read BitBank forecast bands, check accuracy before trusting a pair, and treat simulated bot and backtest results with the scepticism they need.
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The Math of Trading: From Returns to Futures, Options and Leverage
Three narrated Manim videos and a hands-on payoff explorer explain compounding, margin, futures, options and the Greeks with worked examples.
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The Great Crypto Trading Game: One Button, Real Market History
Hold to buy. Release to sell. Play a minute of crypto history with pretend money, then share your score.
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Why One Trading Model Did Not Fit Both Bitcoin and Ethereum
Our first optimization round promoted a conservative long/short trend model for Bitcoin. The tempting next step was to copy it to Ethereum. We did not. Running the same purged…
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What 70 Time-Series Folds Taught Us About Trading Model Selection
A trading model can look exceptional in one market regime and still have no durable edge. We recently optimized BitBank's BTC strategy over hourly data from 2021 through 2026. The…
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Time Series Transformers for Trading
We employ state-of-the-art transformer models with fast attention mechanisms to process streaming market data.
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Risk Management in Crypto Trading
Risk management is the cornerstone of successful algorithmic trading. Without proper risk controls, even the most sophisticated trading algorithms can lead to significant losses.
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Graveyard: BitConnect and OneCoin — the Original Ponzis
A trading bot that never traded and a blockchain that never existed. $4B+ in lessons.
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How Stablecoins Work Under the Hood
A stablecoin is a crypto token engineered to hold a steady value, almost always one US dollar. They are the plumbing of crypto: most trading, lending, and on-chain payments settle…
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Market Volatility Indicators
Volatility is a measure of price movement intensity over time. In cryptocurrency markets, understanding and measuring volatility is crucial for risk management and trading…
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Retiring the KNN Forecaster
Our original trading bot was built on a KNN-based forecaster that learned from a rich set of live market features. We called these snapshots "featuresets" and they included…
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Crypto Exchange Fees Compared
Trading fees eat into your profits on every single trade. Over the course of a year, the difference between a 0.10% and a 0.60% taker fee can amount to thousands of dollars in…
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Gold vs Bitcoin Scorecard
Gold is trading near $5,197 per troy ounce -- up 73% year-over-year and still pushing all-time highs. Bitcoin sits at $70,829 , recovering from the $60K lows of late February but…
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Memecoin Launchpads Compared
There are now over a dozen memecoin launchpads across Solana, Base, BSC, and TRON. Some let you launch a coin with a tweet. Others give you AI trading agents. One requires you to…
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A Backtest Checklist: Costs, Walk Forward Tests and Honest Results
Seven practical steps for crypto backtests: write the rule first, include costs, split train and test, count trades, study drawdown and watch forward.
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A Volatility Index for Any Asset: Regimes, Percentiles and a 30-Day Forecast
How the BitBank Volatility Index measures realized volatility, ranks it against its own history, labels the regime and forecasts the next 30 days, with the forecast skill shown against simple persistence.
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Is Crypto a Diversifier? A Correlation Matrix for Bitcoin, Ethereum, Gold and Stocks
Daily-return correlations between Bitcoin, Ethereum, gold and the S&P 500 since 2021, how they changed over the last 90 days, and why diversification is weakest when you need it.
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The CLARITY Act Stalled. The SEC Wrote the Rules Anyway
After the Senate CLARITY Act vote failed, the SEC proposed a crypto custody framework, cleared the first 3x leveraged Bitcoin and Ether ETPs, the CFTC pushed its own rulemaking, and a bank group sued the OCC. What is final, what is only proposed, and what it means for users.
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How to Research an Upcoming Memecoin Before You Buy: A Holder-Map Walkthrough
A step-by-step memecoin due diligence routine using the BitBank launchpad index, chain analysis holder maps and Wallet Lab, with live numbers from 909,557 indexed Robinhood Chain launches.
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A Practical Market-Research Workflow: Time Machine, Analytics Agent, Shareable Dashboards
Frame a market question, check base rates in the Time Machine, build a dashboard with the analytics agent, stress-test and share it, with the limits of each tool.
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The Record ETF Week That Was a Squeeze's Ghost
21-25 September 2026: US spot Bitcoin ETFs logged their biggest week of 2026 at $2.39 billion, but daily inflows fell 87% from $999 million to $134 million. The short squeeze, the cash-and-carry basis trade, a quiet $15.9bn Deribit expiry, and the PCE-and-jobs week ahead.
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How BitBank Improves Itself: Monitoring Agents and Autoresearch
AI repair agents triage production errors; autoresearch agents cut Chronos forecast error 44% across 45/45 folds, and told us what does not work.
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The Fed Hiked and Bitcoin Rallied to 8-Month Highs
16-22 September 2026: the FOMC raised rates to 3.75%-4.00% in a 12-0 vote, then Bitcoin ran from below $76,000 to a high near $86,300 with $795 million of liquidations, mostly shorts. The mechanics, the ETF flows, and what to watch.
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The $LAPTOP Crash: Anatomy of a memecoin rugpull Accusation
Hunter Biden's $LAPTOP spiked past $190 then collapsed below $2 in minutes. What allegedly happened, what the team says, and how to size up the next memecoin.
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Crypto Graveyard: Coins Down 90%+ and Why They Died
A live index of crypto's biggest collapses, each with a cause-of-death analysis: Terra, FTX, Celsius, BitConnect, Squid, HAWK, LIBRA, LAPTOP.
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Bitcoin & Crypto Tax: What Actually Triggers a Tax Bill?
A practical New Zealand guide to selling, swapping, rewards and records, with a worked NZD example.
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Building an Autonomous AI Research Loop
How hypotheses move through causal data, validation, risk gates, deployment, and continuous learning.
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Market Data as Research Infrastructure
Timestamp contracts, point-in-time datasets, storage layout, quality controls, and live feature parity.
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Forecasting Models: From Baselines to Transformers
Why simple rules, boosted trees, and time-series foundation models must compete on equal evidence.
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Scaling AI Systems: GPUs, CUDA, Distributed Training, and Autonomous Research
The compute, storage, compiler, scheduling, and memory systems that expand feasible research.
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Feature Discovery, Representation Learning, and Synthetic Markets
Causal feature search, self-supervised market embeddings, transfer, and synthetic stress testing.
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Honest Backtesting: The Discipline of Trying to Be Wrong
Chronological folds, purge gaps, execution costs, locked holdouts, and reproducible promotion gates.
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Crypto Tax by Country: A Practical Guide
Nine country guides to crypto disposals, rewards, losses, and recordkeeping, with official sources.
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How the Crypto Regulatory Landscape Is Evolving
Licensing, stablecoins, and tax reporting: what applies now, what starts later, and what to watch.
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Crypto Tax in New Zealand
Acquisition purpose, taxable disposals, staking, mining, and NZD records.
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Crypto Tax in Australia
Investor versus trader treatment, capital gains, rewards, and AUD records.
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Crypto Tax in the United Kingdom
Disposals, token pooling, staking income, and recordkeeping.
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Crypto Tax in Canada
Capital versus business income, mining, staking, and adjusted cost base.
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Crypto Tax in Germany
Private disposals, holding periods, rewards, and documentation.
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Crypto Tax in Singapore
Personal investment versus business income and digital-token records.
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Why We Keep 0.10%: The Bitbank Whitepaper
The short version of the Bitbank whitepaper: a launchpad that gives creators 90% of fees, forecasts with published accuracy, USDG gas, and a token whose only job is to make the platform cheaper.
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How CPI Moves Bitcoin, Gold, the Dollar, Yields, and Stocks
The short answer: markets do not trade the inflation level in isolation. They trade the difference between the CPI release and what was already expected, then translate that…
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Federal Reserve Rates and Bitcoin: What Actually Matters
Bitcoin trades around the clock, but the price of dollars still matters. Federal Reserve policy changes the return available on cash and Treasury securities, the cost of leverage,…
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Russia's 2022 Invasion of Ukraine: Oil, Gold, Stocks, Bitcoin, and Payments
Published 1 September 2026 · Evidence reviewed through 1 September 2026 · 14 minute read
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Strait of Hormuz Oil Shock: Inflation, S&P 500, Gold, and Bitcoin
The Strait of Hormuz is narrow, but the economic consequences of a serious disruption would spread widely. In the first half of 2025, an average 20.9 million barrels per day of…
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Bitcoin vs Gold in a Geopolitical Crisis: What History Shows
The short answer: gold has the stronger institutional history and the more consistent evidence as a portfolio shock absorber. Bitcoin has a different potential advantage: it can…
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Bitcoin vs Nasdaq-100: Why Correlation Rises—and Why It Changes
Published 1 September 2026 · Evidence reviewed through 1 September 2026 · 12 minute read
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S&P 500 vs Bitcoin: Risk, Correlation, and Portfolio Role
Published 1 September 2026 · Evidence reviewed 1 September 2026 · 11 minute read
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Crypto in May 2025: Bitcoin's New Record
After April's whiplash, May was the month the bulls retook control. Bitcoin set a fresh record, Ethereum finally posted a green month, and a US crypto exchange entered the S&P 500…
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Crypto in December 2025: A Red Year-End
There was no Santa rally. December capped a year that began with a record and ended with crypto's first annual decline since 2022. But beneath the weak tape, the plumbing of the…
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Backtests That Survive Live Crypto Markets
Backtests are useful only when they are harder to pass than the live market. For BitBank's public metrics, that means reporting recent performance, separating forecast error from…
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Orderbook Analysis Techniques
The orderbook is a real-time snapshot of all buy and sell orders for a cryptocurrency pair. By analyzing orderbook dynamics, traders can gain insights into market sentiment and…
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Volatility, Spreads and Volume
Most traders focus on exchange fees. But the real cost of a trade often lives in the spread -- the gap between the best bid and best ask. That spread is not fixed. It expands and…
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Best Crypto Card in Canada 2026
Lowest-fee crypto cards for Canada compared on CAD fees.
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Best Crypto Card in Singapore 2026
Lowest-fee crypto cards for Singapore: Crypto.com, Wirex, Avici and Bitget.
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How to Launch a Memecoin
Over 7 million tokens have been launched on Pump.fun since January 2024. Less than 1.5% of them ever graduated. 98.6% fell under $1,000 in liquidity and are essentially worthless.…
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