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
Market Structure

Is Crypto Safe? Why Crypto Looks Less Secure Than It Is

Backtesting Arenatradingstrategies.work

The "hacked again" reflex is wrong. What the Polymarket case actually shows — and the two places where crypto genuinely is harder.

cryptosecuritydefi+2
Jun 28, 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
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