Backtesting ArenaBacktesting Arena
Backtesting Arena Blog

Arena Blog

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

📬 New posts straight to your inbox:

25–36 of 178 posts · page 3 of 15

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
Backtesting

Backtest baseline: how our comparison value broke — and what 20 flipped verdicts show

Backtesting Arenatradingstrategies.work

The baseline in a backtest is what everything else is measured against. Ours was 62 % runs with a filter switched on. What that shifted, and what we changed.

Methodology
Aug 5, 20261 min
Backtesting

Leverage Backtest: Why More Leverage Rarely Means More Return

Backtesting Arenatradingstrategies.work

A leverage backtest rarely shows more return – often less. Why effective exposure = position × leverage decides, and where 5× would have liquidated your strategy in 2018.

LeverageLiquidationBitcoin+1
Jul 30, 20261 min
Tools

Building for AI Agents: 10 Lessons From Running 73 MCP Tools

Backtesting Arenatradingstrategies.work

Your most thorough reader gets the least to read. Ten places where building for agents differs from building for people, with numbers from production.

AI agentsMethodology
Jul 29, 20261 min
Backtesting

The Wyckoff Spring, Backtested: We Locked the Rules First — Here's the Result

Backtesting Arenatradingstrategies.work

We pre-registered a Wyckoff spring backtest: rules locked first, 10 pairs, placebo control. The result is a clean nothing — and short-term even negative.

BacktestingLook-ahead biasMethodology
Jul 28, 20261 min
Backtesting

Stacking More Sats With Altcoin Rotation? 45 Tests, One Answer

Backtesting Arenatradingstrategies.work

Stacking more sats by rotating between altcoins, BTC and stablecoins sounds compelling. We measured it across 45 test cases. The result: less BTC than doing nothing.

BacktestingBitcoinMethodology
Jul 28, 20261 min
Backtesting

The Wyckoff Method Explained — What the Research Says, and the Rules We Lock Before Testing

Backtesting Arenatradingstrategies.work

The Wyckoff schematic is among the best-known models in trading. Under its own name it is barely tested — the mechanism behind it is, and it contradicts the Spring at one decisive point. Here is how it works, why phases cannot be counted, and the exact rules plus control group for our test — published before a single number exists.

MethodologyBacktesting
Jul 25, 20261 min
Backtesting

Why Honest Backtesting Looks Different

Backtesting Arenatradingstrategies.work

A backtest showing +900% is usually an illusion — built from one lucky entry, too few trades, and the wrong benchmark. Four principles we hold ourselves to: the average of all entries, the 30-trade line, Average Buy & Hold, and out-of-sample testing.

BacktestingMethodologyBuy & Hold
Jul 24, 20261 min
Backtesting

Backtest Tokenized Stocks: How Equities, ETFs and Gold Returned to the Arena

Backtesting Arenatradingstrategies.work

acktest tokenized stocks — without a market-data licence. Why the on-chain price opens the door, and where the limits are.

BacktestingTokenized assets
Jul 23, 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.