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13–24 of 26 posts · page 2 of 3

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
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

Oracle Manipulation in DeFi: What Happens When a Protocol Trusts Bad Data

Backtesting Arenatradingstrategies.work

Oracle manipulation drained millions from Ostium — not through a contract bug, but through bad data. The failure modes when DeFi protocols trust their price feeds.

DeFiRisk management
Jul 17, 20261 min
Strategy

Triple Strike Reversal — A Strategy Not Made to Stand Alone

Backtesting Arenatradingstrategies.work

Most trading strategies are sold to you as complete solutions. "Run this system, make money." Enter signal. Exit signal. Repeat. Base rate win percentages plastered across the landing page.

LeverageBitcoinMean reversion+2
Jul 6, 20261 min
Market Analysis

AI in the Drug-Discovery Race: Shovels, Bets, Giants

Backtesting Arenatradingstrategies.work

Asking which company is well-positioned in the AI drug-discovery race is really three questions at once. We sort the field soberly into shovels, bets, and giants — and show which layer earns regardless of any single trial outcome.

AI agentsMethodologyRisk management
Jul 1, 20261 min
Tools

The Agentic Brokerage: Why AI Signals Make Honest Backtesting More Important, Not Less

Backtesting Arenatradingstrategies.work

A thesis says trading platforms are going "agentic" — AI monitors, signals, executes. The structural part is right. The blind spot sits where money is lost.

AI agentsBacktestingRisk management
Jun 30, 20261 min
Market Structure

Option vs. Annuity Machine: Two Ways to Be Invested in the Same AI-Healthcare Sector

Backtesting Arenatradingstrategies.work

"Invested in AI healthcare" can mean two almost opposite things. Two real companies show it: an annuity machine with ~86% recurring revenue — and an option with not a single approved drug. Same label, opposite risk DNA.

AI agentsMethodologyRisk management
Jun 24, 20261 min
Tools

Grid trading bots, honestly evaluated — what "consistent profits" leaves out

Backtesting Arenatradingstrategies.work

Grid bots are marketed as "low-risk" and, with AI, as a source of "consistent profits." We checked the claims against the mechanics: a grid earns on sideways oscillation, not trends — and "always trading" means trend-chasing. A fair breakdown, plus how to actually evaluate a grid bot.

BacktestingCryptoGrid trading+2
Jun 8, 20261 min
Strategy

New Strategy: BTC Signal — RSI/SMA for Altcoins

Backtesting Arenatradingstrategies.work

A new strategy for altcoins is live: trade any alt with RSI(14) / SMA(14) computed on BTC/USDT instead of on the alt itself. The idea: BTC is the bellwether — when the macro regime is on, trade alts; when it isn't, get out.

BacktestingCryptoRSI+3
May 20, 20261 min
Strategy Reports

The Bitcoin Filter That Flips 88 % of Top-50 Alts into the Green

Backtesting Arenatradingstrategies.work

34 of 50 top-50 alts have lost money on average across every entry point — measured in USD. One strategy flips that. It doesn't look at the alt. It looks at BTC.

BacktestingCryptoRSI+2
May 6, 20261 min
Strategy Reports

When You Measure Alts in BTC, Bear is the Baseline

Backtesting Arenatradingstrategies.work

We tested our RSI/SMA strategy on 77 actively trading Binance BTC-pairs (XAUT and WBTC excluded). 92% of them lost against BTC over 8 years. The strategy still beats Buy & Hold on 88% of pairs — through getting out, not through outperformance.

BacktestingCryptoRSI+2
May 5, 20261 min
Strategy

Buy Now or Wait for the Dip? The Math Behind the Decision

Backtesting Arenatradingstrategies.work

Buy now or wait for the dip? Both camps believe in rising prices — yet pursue opposite strategies. An expected-value calculation reveals which one actually wins, and under which conditions the math flips.

StrategyRisk management
May 4, 20261 min
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