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 64 posts · page 2 of 6

Market Analysis

Sell Before the Midterm Year? In Midterm Years the Stock Market Performs Worse Than Usual — but Rarely in the Autumn.

Backtesting Arenatradingstrategies.work

Across 18 midterm years since 1954 the S&P fell 17.7 percent from its high on average — but only 5 of them had a 19-percent drop inside the second half. What the number measures, how much of it reaches Bitcoin (through the S&P, not through yields), and why Bitcoin's own midterm-year bears come from the halving.

MacroDrawdownBitcoin+2
Sep 17, 20261 min
Market Structure

What Is Metcalfe's Law — and Does It Hold for Bitcoin?

Backtesting Arenatradingstrategies.work

A network's value grows with the square of its participants — says Metcalfe's Law. Where it came from, where it was ever measured, why it describes 15 years of Bitcoin well, and why the "seven-year low in active addresses" headline still counts no users.

On-chainBitcoinMethodology+2
Sep 17, 20261 min
Backtesting

Five Questions for Any Trading Algorithm — Even the Good Providers Leave Out the Drawdown

Backtesting Arenatradingstrategies.work

The most detailed factsheet among three providers checked lists hit rate, best trade and worst trade — but not how far the portfolio fell or for how long. Five questions that make a return readable.

DrawdownBacktestingMethodology+2
Sep 15, 20261 min
Tools

The AI Copilot in Your Chart Is Reliable When It Measures and Invents When It Describes Itself

Backtesting Arenatradingstrategies.work

TradingView's chart copilot can connect to your own MCP servers. Tested on the Backtesting Arena connector: it answered market questions correctly and invented instructions about its own settings four times. Why that happens, and how to tell which answers to check.

AI agentsMethodology
Sep 14, 20261 min
Backtesting

A Backtest Parameter You Never Set Moves Your Return by up to 12 Points a Year

Backtesting Arenatradingstrategies.work

A backtest has more parameters than the strategy description lists. The start day of a 3-day candle grid alone moves annual return by 6.66 points on average. What that means for every interval comparison, and the three questions that make the effect visible.

BacktestingMethodologyBitcoin+2
Sep 14, 20261 min
Market Structure

When the Rich Get Richer and the Poor Get Poorer, That Is a K-Shaped Economy. Are We in One?

Backtesting Arenatradingstrategies.work

The Richmond Fed tested 30 years of income data against a strict definition: a K appeared in 2002–06 and 2010–13, not after COVID. Why short stretches still last, and why no average can show one.

MacroMethodologyMarket structure+1
Sep 14, 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
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 Analysis

Asset Price Inflation — The Question Is Right, the Chart Is Not

Backtesting Arenatradingstrategies.work

If money grows faster than output, where does it go if not into consumption? The question has a good answer. It just isn't the one in the chart everybody posts.

MacroMethodology
Aug 9, 20261 min
Market Analysis

Buffett's Forgone Gains on the Apple Sales — Three Numbers, a Factor of 3.3 Apart

Backtesting Arenatradingstrategies.work

Berkshire sold two thirds of its Apple stake. The cost is put at 50, 130 and 167 billion — for the same event. The difference lies in two items almost nobody deducts.

Methodology
Aug 8, 20261 min
Market Analysis

Popular Trading Myths, Tested Against the Actual Numbers

Backtesting Arenatradingstrategies.work

Max pain, the yen carry trade, rate cuts, the four-year cycle: seven trading myths, each held against the numbers. The answer is almost never "myth" — usually it is something less comfortable.

BacktestingMarket structureMethodology+2
Aug 6, 20261 min
Market Structure

759,000 Holders, and Less Money Behind Each One

Backtesting Arenatradingstrategies.work

The holder count for tokenized equities nearly doubled in thirty days. Value per holder has halved since March. Both are true, and together they say something neither says alone.

Tokenized assetsMethodology
Aug 6, 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.