Backtesting ArenaBacktesting Arena
Backtesting Arena Blog

Arena Blog

Data-driven insights on trading strategies, backtests, and market analysis.

📬 New posts straight to your inbox:

13–24 of 178 posts · page 2 of 15

Backtesting

Your grid bot is not a hedge. It is half a portfolio in cash.

Backtesting Arenatradingstrategies.work

A grid bot had the flatter drawdown in 138 of 138 windows since 2017, ranges set in advance. Not because it trades well: because it never invests more than half the money. What that protection costs in rally windows, and what a hindsight range was worth.

Grid tradingBacktestingDrawdown+2
Sep 12, 20261 min
Backtesting

What 100,000 Backtests Say Actually Works in Crypto — and 4 Questions That Expose a Lying Number

Backtesting Arenatradingstrategies.work

Four findings you can trade on — win rates, timeframes, regime filters, costs — and four questions that expose any performance claim. From 100,000 systematic backtests.

BacktestingMethodologyBuy & Hold
Sep 7, 20261 min
Market Analysis

The Interest Rate for 14 African Countries Is Set in Frankfurt. The ECB Will Not Answer for It.

Backtesting Arenatradingstrategies.work

The CFA franc's end was announced in 2019. The rate has not moved since — and the binding part was never the part that was announced. What a currency peg costs, who sets the price of money for fourteen countries, and what it is costing Senegal and Central Africa right now.

Sep 7, 20261 min
Market Analysis

A Tale of Bulls, Bears and Whales

Backtesting Arenatradingstrategies.work

A market fable in two acts — and what it is meant to teach.

LiquidationBitcoin
Sep 4, 20261 min
Backtesting

Coin Days Destroyed as a Bitcoin Signal: The Pattern Is Real. The Edge Is Not.

Backtesting Arenatradingstrategies.work

Rising Bitcoin while long-term holders sit still counts as deeply bullish on-chain. We replicated the pattern — and asked the one question missing: compared to what?

BitcoinOn-chain
Sep 3, 20261 min
Market Analysis

The Index Inclusion Effect Has Vanished. In Bitcoin ETFs, Flows Follow Price, Not the Other Way Round.

Backtesting Arenatradingstrategies.work

Everyone says index money buys your stock forever. At the one moment that buying is visible, the price no longer moves. We then tested both directions on Bitcoin ETF flows — and only the backward one survived.

ETFBitcoin
Sep 3, 20261 min
Backtesting

The Median Altcoin Loses to Bitcoin in 3 of 4 Quarters. "Uptrending" Makes It Worse.

Backtesting Arenatradingstrategies.work

Screeners label altcoins "uptrending vs BTC" and stop there. We measured what followed the label across 370 pairs and 458,000 days — and what followed any day.

BitcoinTrend following
Sep 1, 20261 min
realized-price

Bitcoin Realized Price: How ETF Shares Freeze the On-Chain Cost Basis

Backtesting Arenatradingstrategies.work

Bitcoin realized price is read as the market's average cost basis. Since ETFs and custodians hold large balances, it measures only part of it. What still holds, and what does not.

On-chainETFBitcoin
Aug 31, 20261 min
Market Structure

Did the October 10 Crash Push Bitcoin Into the Bear Market?

Backtesting Arenatradingstrategies.work

Trump announced tariffs, $19 billion was force-sold — and three days later the market looked normal again. Sorting the occasion from the cause.

BitcoinLiquidationLeverage+3
Aug 18, 20261 min
Tools

Agent Payments: Why No Standard Checks Whether the Work Was Any Good

Backtesting Arenatradingstrategies.work

Agent payments are standardised: authorisation, identity, mandate, settlement. Whether the work was any good, nobody checks. Why that is a boundary and not a gap.

AI agentsx402
Aug 15, 20261 min
Backtesting

When a Backtest Result Is Just Noise: Four of Our Own Studies That Failed

Backtesting Arenatradingstrategies.work

When is a backtest result a false positive? Four of our own studies failed — against four rules we locked before looking. What each one caught.

BacktestingMethodology
Aug 12, 20261 min
Market Structure

Subprime 2006 and the AI Buildout: Which Parallels Survive the Numbers

Backtesting Arenatradingstrategies.work

The 2/28 mortgage worked because the collateral appreciated. A GPU cannot do that. What the 2006 comparison holds up to once you put the numbers side by side.

Macro
Aug 10, 20261 min
📬

Don't miss new blog posts

One short email per new post — strategies, backtests, market analysis. No spam, unsubscribe with one click anytime.

By subscribing you accept our privacy policy. We use Resend for delivery. Double opt-in confirmation required.