Backtesting Arena

Backtesting Arena

Backtesting Arena Blog

Arena Blog

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

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★ FeaturedTools

We Just Shipped an API That Charges $0.01 Per Call — In USDC, On-Chain, No Account

Backtesting Arenatradingstrategies.work

Phase 4 is live: the same Bitcoin cycle data, on-chain indicators, and aggregated strategy insights now reachable through three channels — REST, MCP, and x402 pay-per-call in USDC on Base. No account required for the third. An AI agent gets HTTP 402, signs a USDC authorization, retries, and has the data three seconds later. What's actually live, why we built it this way, and the Coinbase detour that cost us a day.

x402MCPREST-API+7
May 23, 20261 min
★ FeaturedTools

We're Opening Our API: REST + MCP + (soon) x402

Backtesting Arenatradingstrategies.work

For 18 months we've been quietly building Backtesting Arena — a platform where 500+ users have run 10,000+ backtests across Bitcoin, stocks, ETFs, commodities, and forex. Daily cycle scores, on-chain indicators, sentiment dashboards, strategy insights. All powered by the same data layer that's been running on a private quasi-API.

APIMCPX402+1
May 21, 20261 min
★ FeaturedMarket Structure

AI Agents and Crypto Payments: Where This Is Really Heading

Backtesting Arenatradingstrategies.work

This is the crypto-rail deep-dive companion to our earlier piece [AI and the Future of Payment Systems](https://tradingstrategies.work/blog/ai-future-of-payment-systems-2026), which covered the broader fintech picture including Visa Intelligent Commerce and Mastercard Agent Pay. Here we zoom in on what's happening on the crypto layer specifically.

AI-AgentsCryptoPayment-Systems+3
May 15, 20261 min
Backtesting

40,000 Backtests — What the Data Says Now (and What Changed Since 10k)

Backtesting Arenatradingstrategies.work

Five weeks ago it was 10,000 backtests; today it's over 40,000. With 4x the data, the "beats Buy & Hold" rate falls from 64% to 52%, four in five runs land below 50% win rate, and one memecoin still holds its 197,923% record. What selection bias does to sample size — on real numbers.

backtestingmethodologywin rate+4
Jun 24, 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.

aihealthcarebiotech+5
Jun 24, 20261 min
Strategy

Why SMC Indicators Look Better Than They Backtest

Backtesting Arenatradingstrategies.work

A smart-money indicator paints clean zones that price seems to respect. Backtest it honestly and the magic fades. The reason is mechanical — repainting and vanished losers — not your skill.

backtestingsmart-money-conceptsict+4
Jun 23, 20261 min
Strategy

Why the same strategy crushes crypto and bombs the S&P 500

Backtesting Arenatradingstrategies.work

We ran the same RSI/SMA crossover across the top 50 coins and the top 50 US stocks — identical rules, identical window. On crypto it beats the buy-and-hold benchmark 80 % of the time; on stocks, 4 %. Why a trend-following strategy works in one market and bleeds in the other.

trend-followingmean-reversionstocks+5
Jun 19, 20261 min
Market Structure

The Gap-Fill Myth: Do Price Gaps Really Fill — and the End of the CME Gap

Backtesting Arenatradingstrategies.work

"Price gaps always fill" is a myth. What the evidence actually shows — for stock gaps, and for the CME gap, which became history in May 2026.

gap-fillcme-gapbitcoin+3
Jun 19, 20261 min
Market Analysis

STRC & MSTR Explained: Mechanics, Myths, Risks and Opportunities

Backtesting Arenatradingstrategies.work

STRC is below par and the debate is loud. We separate mechanics from myth: how STRC and MSTR work, the misconceptions circulating, and where the risk and the opportunity sit.

strcmstrstrategy+3
Jun 19, 20261 min
Market Structure

The Yen Carry Trade, Explained: How It Moves Stocks and Crypto

Backtesting Arenatradingstrategies.work

The yen carry trade is the hidden fuel of global markets. With real numbers: how it works, why it blew up in 2024, and what it means for stocks and Bitcoin today.

yen-carry-tradebojbitcoin+3
Jun 18, 20261 min
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