⚡ PERF · 18 AVRIL 2026
⚡ Optimisation de Folie — Le Site est Devenu Instantané
For months the site had mysterious intermittent freezes (5-20s). Today we hunted them down with py-spy and found the real culprit: chimera_brain.json (39 MB) was being serialized on every update with Python's stdlib json.dump — holding the GIL for 5-15 seconds at a time.
Fix applied : switched to orjson (C-native, 10-15x faster, releases GIL). Chimera brain now serializes in ~400ms instead of 12s. Added mtime-based JSON cache module used in 9 files (brain_votes, leviathan, brain_oracle_routes, main admin, arena_rag, chimera_scanner, nutrition_filter, leviathan_fund, content_factory). Replaced shutil.copy2 backup (10MB sync) with os.link hardlink (instant). Wrapped yfinance.history() in asyncio.to_thread. 11 total optimizations shipped.
Before: homepage 5-20s random freezes · Dashboard 8s · Blog timeouts
After: 3ms stable · 98% requests under 800ms · Mobile: instant
Zero intelligence lost: all brain files still update at normal cadence, ML Arena still ticking (1652 ticks today), Chimera patterns still detected in real time. Just 10-50x faster under the hood.
NEW · 16 AVRIL 2026
🔬 Discovery Arena — The Karpathy Loop Closes
Until today, Darwin Engine ran 500 evolutionary experiments every night and stored top discoveries in a Hall of Fame that no one read. Same for Ultimate Strategy Computer — it generated optimal regime routings that were never deployed. The discovery loop was open. Now it's closed.
Discovery Arena picks Top 5 Darwin candidates + the Ultimate Strategy if ready, runs a 7-day live évaluation on rolling 500-candle windows, then auto-promotes the winners (avg PnL ≥ +3% AND Sharpe ≥ 0.8) and archives the losers with their lessons logged for future Darwin runs to avoid.
Darwin (2h) → Hall of Fame → Discovery Arena (8h test daily) → 7d → Graduate or Archive
Bonus critical fix: Carton Rouge layer 5 of Leviathan's 9-Layer Ensemble brain was dead since deployment — it called get_all_weights() which didn't exist, failing silently. Now alive and identifying 4 reliable AIs in real time: Meta (78% accuracy, GOLD), Claude (77%, GOLD), Hydra (67.6%, GREEN), Perplexity (56.4%, GREEN).
3 other bugs fixed: Academy stealth-mode docstring obsolete, Ultimate Computer save threshold too laxiste (0.5→ 0.05), Phase 8 dead confidence check removed.
VOIR DISCOVERY ARENA →
16 AVRIL 2026
ML ARENA V2
ML Arena rebuilt with 6 real learning algorithms — XGBoost, LightGBM, Random Forest, LSTM, DQN, Ensemble Meta. Each fighter starts identical and diverges through its own optimization approach. Watch évolution happen in real time. First results: XGBoost +16.64%, LightGBM +9.67% after 500 candles.
Ensemble Meta — The 6th fighter doesn't optimize itself. It watches the other 5 and synthesizes a weighted average of their best parameters. The director of research that reads all the papers.
16 AVRIL 2026
INTUITION LAYER
System 1 for AIs — gut feeling under uncertainty — A new layer that gives AI intuition: danger scoring, uncertainty estimation, expérience memory. Decisions in <10ms without LLM API calls. Running in shadow mode — observing every trade, measuring accuracy, learning from outcomes.
Prototype proven on a game benchmark: 0% → 76.5% win rate just by adding the intuition layer.
16 AVRIL 2026
BRAIN WIRING
Every cognitive layer now connected end-to-end
• Invictus auto-protection on all 86 strategies — every buy checks 5,000 death contexts before executing
• Cross-Pollination active — 973KB of shared knowledge now read before every trade. When one strategy dies, all others learn instantly
• Carton Rouge Layer 5 activated — Leviathan now weighs AI votes by accuracy. Meta (78%) and Claude (77%) get GOLD weight, GPT and Gemini get neutral
• Smart survival mode — the system knows when a context is truly toxic (death rate >70%) vs just normal uncertainty (50/50). No over-blocking
• AutoWin RL now remembers its Q-table across restarts — learning accumulates permanently
• 9 modules now actively save interactions to persistent memory (was 3)
• News context injected 24/7 into all AI prompts (6x/day refresh, rich sentiment + trending topics)
• Genie Pantheon now receives full PromptForge context + news when the 6 AIs debate
The complète loop: Act → Learn → Evolve → Discover → Test → Protect → Act. Every step feeds the next.
16 AVRIL 2026
NEW PAGES + CONTENT
• /living-system — Space-themed proof of the cognitive ecosystem with animated heartbeat, 4 layers, 11 Karpathy loops, proof-of-life numbers
• /discovery-arena — 7-day live test pipeline for Darwin-discovered strategies
• ArenaScript enhanced — 2 new presets (Chimera Hunter, Full Stack Brain) + landing page cards for ArenaScript + Pine Converter + Strategy Builder
• Nerve Center updated — 28 nodes (was 16), all new brains visible
• 11 blog articles rewritten with real data, honest tone, internal links to Arena features
• New article: "Why 99% of AI Trading Bots Fail: The Context Problem"
• 46 Google 404 errors resolved with proper 301 redirects
15 AVRIL 2026
SEO + LIVE AI
Live AI Trading activated — Claude (Anthropic) and Grok (xAI) now trade with real API calls every 30 minutes. Not pre-written strategies anymore — the models decide live, decision by decision. Search the badge REAL API on the leaderboard.
SEO/GEO refonte — Schema TechArticle injected on all 302 blog posts (wordCount, timeRequired, speakable, Person author), 11 page titles rewritten for CTR, /about page enriched with Person schema, Microsoft Clarity tracker installed.
New SEO landing — /live-ai-trading built as canonical hub for "best AI trading 2026" queries. Embed iframe widget included.
Chimera bug fixed — Pattern engine save race condition (concurrent saves on same .tmp file) resolved with PID+TID unique tmp names + os.replace(). Zero error in logs since.
10 AVRIL 2026
BRAIN REWIRING
The Brain Rewiring — Every AI component in Strategy Arena now has live context, persistent memory, and self-evolving prompts. Before today, 11 of 14 AI modules ran with static prompts and zero memory. Not anymore.
PromptForge v2 — Upgraded from 7 to 12 live context sources. Every AI call now receives: market regime, RSI, top strategies, Invictus survival data, Chimera patterns, Hydra ML, Leviathan signal, news sentiment, Wiki lessons (Karpathy), strategic hypotheses, Hall of Fame discoveries, and Nutrition filter status.
Component Memory — New persistent memory system. Each of the 14 AI modules saves its interactions, learnings, and results to individual memory files. No more amnesia between calls. Memory is also readable by Hermes for cross-component intelligence.
Per-AI Prompt Evolution — 11th nightly cron. Each AI in the Collaborative arena (Claude, Grok, GPT, Gemini, DeepSeek, Perplexity) now evolves its own system prompt every night using the Karpathy autoresearch loop: mutate → test on historical data → keep the winner.
| Component |
Forge |
Wiki |
Memory |
Dynamic |
| Collaborative (6 AIs) | ✓ | ✓ | ✓ | ✓ evolved |
| Oracle Consult (9 AIs) | ✓ | ✓ | ✓ | ✓ |
| Prediction Market | ✓ | ✓ | ✓ | ✓ |
| News Sentiment | ✓ | ✓ | ✓ | ✓ |
| Strategy Genie | ✓ | ✓ | ✓ | ✓ |
| Strat Mentor | ✓ | ✓ | ✓ | ✓ |
| Editorial Insights | ✓ | ✓ | ✓ | ✓ |
| + 7 more modules | ✓ | ✓ | ✓ | ✓ |
Wiki → Prompts Pipeline — The 10 nightly autoresearch engines generate discoveries (Living Wiki lessons, Darwin hints, strategic hypotheses, Hall of Fame). Until today, these were displayed but never injected into AI prompts. Now every AI call receives the latest findings automatically.
Architecture: PromptForge (12 sources) → 14 AI modules → ComponentMemory (persistent) → Hermes (cross-analysis) → Wiki (Karpathy loop) → back to PromptForge. A closed-loop intelligence system inspired by ActiveWiki.
9 AVRIL 2026
NEW
Nutrition Filter — The brain's nutritionist. Only healthy strategies (grade C+) feed Meta Intelligence and Leviathan. 34 accepted, 26 rejected. Self-evolving via 10th nightly cron.
GARCH Volatility — 60th strategy! Predicts volatility with GARCH(1,1), trades on the prediction premium. RSI + Bollinger confirmation.
Sentiment Fusion v2 — Reset from $36 to $10,000. Fixed: TP was smaller than SL (!), added trailing stop, reduced position size, raised entry threshold.
5-6 AVRIL 2026
MAJOR UPDATE
Arena Brain v2 — Graph-augmented RAG inspired by LightRAG. Searches 120 connected nodes in the Knowledge Graph instead of dumping all data. 2-3x more precise answers.
3 New Pages — Evolution Lab (watch strategies evolve), Nerve Center (16 AI systems neural map), Knowledge Graph (121 nodes, 132 connections, interactive D3.js).
AI Watch v3 — Multi-source tech intelligence: scans X/Twitter, Reddit, HN, GitHub, ArXiv daily. Markdown reports + auto-inject into Living Wiki + Knowledge Graph.
Karpathy Upgrades — All 7 autoresearch crons now have: universal fitness score (0-100), time budgets, unified Hall of Fame, nightly log, cross-cron wiki summaries.
7 Strategy Fixes — Darwin Evolved, Momentum Surfer, Mandelbrot Fractal, SlyFox, Llama Vol Squeeze, GPU v2 Ultimate, News Trader — all had entry thresholds too strict (0 trades). Fixed.
Nav Redesign — 5 dropdown menus (Arenas, Intelligence, Evolution, Tools, More) instead of 1 giant "More". 60 pages accessible in 1 click. Mobile scroll fixed.
main.py Rebuilt — Recovered from sed corruption. 15,600 lines, 614 routes, 0 lost. Nightly code backup added.
May 27, 2026 v9.0 — Global Optimization
Major Platform Optimization
Deep infrastructure overhaul for faster page loads, better scalability, and improved reliability across the entire platform.
- ⚡ Pages now load in under 10ms (warm) — up to 200x faster on key routes
- 🚀 Multi-worker architecture for parallel request handling
- 🧹 Codebase restructured into 41 thematic modules for maintainability
- 📊 Bot Battle analytics dashboard with time-series and leader tracking
- 📖 3 new GEO pillar pages: Strategy Validation, Monte Carlo Backtesting, GPU Backtesting
- 🔍 SEO/GEO authority layer: JSON-LD enriched, answer-box format, citation-ready facts
- 🛡 API cost monitoring and feature flags for resource control
- 📡 Public API v1 fully documented with OpenAPI spec
See our methodology →
Mid-May 2026 v8.5 — Bot Battle Arena
AI Bot Battle Goes Live
Six paper-trading bots now compete head-to-head with their own trading styles, risk logic, and live performance tracking.
- 🤖 6 bot lanes: V6 CUDA, Composer Bot, ATR+Kelly, VWAP Snapback, Raydium V18 Genius, Raydium Balanced LP
- 📊 Live leaderboard with real-time PnL, win rate, and Sharpe
- 📈 Bot battle history with equity curves and leader timeline
- ⚡ Crypto.com V12 Arena Concordance Burst: +7.88% paper performance, 59% win rate, 1000 trades
Watch the bot battle →
Mid-May 2026 v8.4 — GEO Authority
AI Search Optimization
Strategy Arena is now easier for ChatGPT, Gemini, Perplexity, and Google AI Overviews to understand, cite, and summarize accurately.
- 📖 3 pillar pages: Trading Strategy Validation, Monte Carlo Backtesting, GPU Backtesting
- 📝 5 JSON fact snapshots for reliable machine-readable citations
- 🔍 Answer-box format on methodology, hospital, and facts pages
- 🧩 JSON-LD Dataset, TechArticle, and HowTo schemas by page type
- 🎙 Speakable schema added on methodology content
Explore validation →
Mid-May 2026 v8.3 — Public API v1
Public API for Developers
A read-only API gives builders access to core Strategy Arena data with rate limiting, an OpenAPI spec, and CSV export.
- 🔑 9 endpoints covering registration, oracle, predictions, leaderboard, bot battle, hospital, and CSV export
- 📡 OpenAPI 3.1 spec available at
/api/openapi-lite.json
- 🛡 Free tier rate limit with
X-API-Key support
- 🧪 Interactive documentation for quick testing
Open API docs →
Early May 2026 v8.2 — Real ML Monsters
ML Models Go Live for Evaluation
Five machine learning models now publish real predictions with calibration tracking, model comparison, and ensemble voting.
- 🧬 Chimera CNN: 1221 patterns, 51M occurrences, 59MB pattern model
- 🐙 Hydra LSTM: dual XGBoost + LSTM, multi-timeframe signal analysis
- 🌊 Leviathan NN: 9-layer survival model trained on 5000+ losing trades
- 🛡 Invictus: calibrated Random Forest on entry context
- 🧠 ML Ensemble Vote: Brier-weighted consensus across 3 live models
- 🏥 Strategy Hospital with monthly snapshots and public triage
Open Strategy Hospital →
Late April 2026 v8.15 — Performance & SEO Sprint
Speed & Search Optimization
Dashboard loading, blog pages, skeleton states, and strategy counts were cleaned up for a faster and more consistent experience.
- ⚡ Dashboard LCP improved from 7.6s to 804ms on key tests
- 🚀 Blog TTFB reduced from 12s to under 1s with caching and list optimization
- 💠 Skeleton loaders added on dashboard and battle pages
- 🔢 86 strategies count harmonized across pages
- 🔧 JavaScript interaction errors fixed on dynamic cards
- 🏁 Google Fonts preconnect and preload added for faster rendering
Open dashboard →
April 4, 2026 v8.1 — Living Wiki + Leviathan Fix
Living Wiki + Leviathan Anti-Paralysis + Darwin Strategy #59
- 📚 Living Wiki — Darwin Engine accumulates lessons across runs. Mutations guided by knowledge.
- 🧬 Darwin Evolved (#59) — first autoresearch strategy deployed live in the arena
- 🐍 Leviathan fix — anti-paralysis (HOLD malus + Momentum layer + threshold 0.06)
- 🛡 Invictus Evolution — trained on 12 real crashes (COVID, Luna, FTX). 493 deaths avoided.
- 🔮 Chimera Evolution — 92%% recall, 1,455 correct pattern signals
- 🐙 Hydra Evolution — ML model weights by regime (BULL: CatBoost 44%%, NEUTRAL: LSTM 47%%)
- 💬 Prompt Forge Evolution — best prompt found: 100%% accuracy
- 🧠 Wiki connected everywhere — Arena Brain, Strategy Coach, Meta Intelligence, Prompt Forge
- 🗺 Brain Map — interactive architecture graph (GitNexus: 10,711 nodes, 36,123 edges)
- ⚡ Cloudflare Browser Check disabled — mobile speed fix (was causing 25s load)
Watch the AI Evolve →
April 4, 2026 v8.0 — Darwin Engine + Arena Brain
Darwin Engine v2 + Arena Brain (RAG) + Agentic RAG
Three revolutionary AI research systems now power Strategy Arena. Inspired by Andrej Karpathy's autoresearch and cutting-edge RAG technology.
- 🧬 Darwin Engine v2 — crossover + elitism + Sharpe ratio fitness (1,000 experiments/night)
- 🧠 Arena Brain (RAG) — AI reads ALL live Arena data before answering
- ⚡ Agentic RAG — fusion of Karpathy loop + RAG. Watch the AI think live
- 🏆 Hall of Fame — top 10 strategies evolved by Darwin Engine
- 📊 Leviathan évolution — 9-Layer Ensemble weights auto-calibrated nightly
- 💼 Portfolio évolution — optimal strategy mix found (RSI 85%, 83% WR)
Watch AI Think Live →
April 3, 2026 v7.1 — Arena Autoresearch
Arena Autoresearch — 2,000 Strategy Experiments Every Night (Inspired by Andrej Karpathy)
Inspired by
Andrej Karpathy's autoresearch — the same autonomous experiment loop that discovered 20 LLM optimizations in 700 experiments, adapted to trading strategy évolution. Our system mutates ArenaScript strategies, backtests them on live BTC data, keeps winners, discards losers. 2,000 experiments every night. Zero API cost.
- 🧬 Karpathy loop: mutate → backtest → keep or discard → repeat
- ⚡ 500 experiments in 4 seconds (0.008s each) — no GPU needed
- 🌙 Runs automatically every night at 2am — the arena improves while you sleep
- 📖 Based on github.com/karpathy/autoresearch — open research concept by Andrej Karpathy (ex-Tesla Autopilot, OpenAI co-founder)
April 3, 2026 v7.0 — ArenaScript Launch
ArenaScript — Strategy Arena's Own Trading Language
Like Pine Script for TradingView, but simpler and more powerful. Write strategies in plain English with built-in Invictus, Chimera, and regime detection.
- ⚡ ArenaScript Editor — write, compile, battle against 58 AIs
- 🧠 AI Strategy Coach — Claude analyzes your code and suggests improvements
- 🎨 Visual Strategy Builder — create bots without code (drag & drop)
- 🏪 ArenaScript Marketplace — browse & fork community strategies
Try ArenaScript →
April 3, 2026 v6.5 — Open Arena Protocol
Open Arena — Bring Your Local AI. Challenge 86 Strategies.
Connect your local LLM (Llama, Qwen, Mistral on RTX 4090, Mac Mini M4) and trade live against our 86 AI strategies. Public leaderboard.
- 🏟 Open Arena — local AIs compete live against cloud AIs
- 🏆 Community Challenges — monthly competitions with badges
- ⚔ Arena Duel — two strategies fight head-to-head
- 🔥 Hall of Roasts — best portfolio roasts ranked by burn score
Join Open Arena →
April 3, 2026 v6.3
My AI + Getting Started + Amazon Affiliates
- 🤖 My AI — build your personal AI trader (6 personalities, 7 indicators)
- 🚩 Getting Started — 5-step onboarding for new visitors
- 📚 Academy Leaderboard — monthly ranking with medals
- 🛒 38 Amazon affiliate products across 17 pages (books, GPUs, wallets)
- 🌐 Auto language detection — English speakers redirected to /en
April 3, 2026 v6.1 — Speed Optimization
Mobile Speed: 7.2s → 250ms (96% faster)
Massive performance optimization. Pages now load almost instantly on mobile. Google Core Web Vitals improved across the board.
- ⚡ First Contentful Paint: 7,192ms → 251ms
- 📱 Full page load: 7.4s → 488ms on mobile
- 🧠 Server CPU: 148% → 11% (Time Machine cache optimization)
- ✅ 125/125 pages verified and working
April 3, 2026 v6.0 — TradingView Integration
Pine Script Converter + AI Chart Analysis + Arena Upgrade
Import any TradingView Pine Script, convert it instantly with Claude AI, and watch it battle 86 strategies live. Plus: Claude navigates TradingView and reads your charts.
- 📋 Pine Script Converter — paste, convert, backtest vs 58 AIs
- 🧬 Arena Upgrade — enhance your strategy with Invictus + Regime filters
- 🔥 Pine Script Roast — 6 AIs brutally analyze your TradingView code
- 📈 AI Chart Analysis — Claude navigates TradingView, screenshots charts, gives real-time TA
Try Pine Converter →
April 2, 2026 v5.5 — US Market Launch
Full English Version — 20 Routes, 100 URLs, SEO Optimized
Strategy Arena is now fully available in English with dedicated /en/ routes, 83 blog articles, and complète SEO optimization for the US market.
- 🇺🇸 20 dedicated /en/ routes (dashboard, academy, roast, blog, etc.)
- 📝 83 English blog articles with targeted US keywords
- 🌐 Bidirectional hreflang (FR/EN) + correct canonical URLs
- ☕ Stripe integration for EN pages — support the Arena
- ⚡ Global speed optimization — pages load in 3-15ms
- 📡 Submitted to Google, Bing, Yandex, DuckDuckGo via IndexNow
Visit EN Homepage →
April 1-2, 2026 v5.2
Academy Complete + Roast Battle + Wallet Oracle
- 🎓 13 lessons, 39 quizzes, AI mentor, LinkedIn certificate
- 🔥 Roast Battle — 6 AIs destroy your portfolio (Burn Score /10)
- 📷 Wallet Oracle — upload screenshot, Claude Vision analyzes your positions
- 💰 Wallet Oracle + TradingView charts — Claude reads your assets' charts live
Start Academy →
March 9, 2026 v5.0 — Live AI Launch
🚀 Claude LIVE — Real-Time AI Trading
Claude Haiku now trades LIVE in the arena, calling the API in real-time for every decision. No pre-coded rules — pure AI reasoning on every candle.
- 🧠 Claude LIVE strategy — real-time API calls with Event mode (triggers on regime changes & extreme RSI) NEW
- 🔴 LIVE API badge on strategy pages — pulsing indicator for live AI strategies NEW
- 🎁 Launch promo — free Elite access for 2 months for all new sign-ups
- 📈 47 strategies competing live (was 44) — including 1 LIVE API strategy
March 9, 2026
📰 AI Insights — Live Editorial Analysis
A new magazine-style page where Claude Haiku writes dynamic editorial summaries of what's happening across ALL arenas. Updated regularly, multilingual, and deeply educational.
- 📊 Covers all 8 arenas: BTC, ETH, SOL, BNB, Gold, Silver, DeFi & Futures NEW
- ✍️ Claude Haiku generates 300-500 word editorial analysis — trends, top performers, key takeaways NEW
- 🔄 Auto-refreshes every 30 minutes with fresh market data
- 🌐 Fully translated in 5 languages (FR, EN, ES, ZH, RU)
- 📈 Live stats cards: total strategies, best performer, average PnL across arenas
- 🔍 SEO-optimized — indexed as /insights with unique AI-generated content
March 9, 2026
🎬 YouTube Strategy Tester
Paste any YouTube trading video title & description — Claude Haiku extracts the trading rules, auto-generates a strategy, and backtests it against Buy & Hold. 5 preset examples included.
- 🤖 AI extracts trading rules from video descriptions automatically NEW
- 📊 Instant backtest with equity curve, PnL, win rate, Sharpe ratio
- 🆚 Side-by-side comparison with Buy & Hold benchmark
- 💾 Previous tests saved and displayed on the page
- 🎥 5 preset examples from popular YouTube channels (Trading Rush, CodeTrading, Trade Pro)
March 9, 2026
Opus v6 — New Claude Strategy
Claude Sentinel (v5) retired at -57% and replaced by Opus v6 — a multi-confluence strategy inspired by the top 3 performers (CUDA Evolved, Smart Money, Deep Shadow).
- 🧬 7 confluence signals: RSI divergence, EMA alignment, volume spike, MACD cross, Bollinger squeeze, support/resistance, momentum confirmation
- 🎯 Requires 3+ signals to enter — highly selective like CUDA Evolved
- 🛡️ 2.5% stop-loss, 4.8% take-profit, trailing stop at +1.8%, 24h timeout
March 9, 2026
ML Arena Reset & Stability Fixes
ML Arena models were experiencing capital overflow (LightGBM reached $5.6 billion). All 8 models reset to $10,000 with runtime caps to prevent future explosions.
- 🔧 Runtime capital cap at $100K after every trade
- 🧹 DeFi Arena: fixed JS syntax error that prevented page from loading
- 🌐 Global i18n fix — language switcher now works on all pages (5 languages)
- 📝 Blog articles translated to ES/ZH/RU
- 🔗 Fixed all 404s reported by Google Search Console
March 7, 2026 v4.0
Community Arena
Submit your own trading strategy and compete live against other traders. Top performers get promoted to the main arena — like a Ligue 2 to Ligue 1 system.
- 🤝 Submit custom strategies with configurable indicators (RSI, EMA, Bollinger, MACD, Momentum) NEW
- ⚡ Live competition on BTC price feed in a dedicated community arena
- 📊 Real-time leaderboard with PnL, win rate, Sharpe ratio, capital
- ⬆ Promotion system: strategies meeting criteria (PnL > +3%, WR > 45%, 20+ trades, 5+ votes) are eligible for the main arena
- 👍 Community voting (upvote/downvote) to surface the best strategies
- 🔄 Auto-refresh every 30 seconds, strategies restored on server restart
Join the Arena →
March 7, 2026 v3.5
Market Regime Performance
Each strategy page now shows how it performs in bull, bear, and sideways markets. Inspired by Reddit community feedback.
- 🌍 SMA crossover regime detection (bull/bear/sideways) NEW
- 📊 PnL breakdown per market regime with time distribution
- 🎯 Best/Worst regime badges on every strategy page
See Example →
March 7, 2026 v3.4
Multi-Strategy Portfolio Builder
Combine 2-8 strategies with custom weights. Backtest the combined portfolio and analyze diversification with correlation matrix.
- 💼 Combine any strategies with weight sliders NEW
- 📈 Combined equity curve with individual overlays (Chart.js)
- 🔄 Correlation matrix between all strategy pairs
- 🎯 Diversification score (0-100) based on correlation, drawdown reduction, Sharpe improvement
- ⚡ 6 presets: Defensive, Balanced, Aggressive, AI Only, GPU Power, Classic
Try Portfolio Builder →
March 7, 2026
Smart Money Concepts Strategy
New ICT-based strategy added to the arena: Order Blocks, Fair Value Gaps, Liquidity Sweeps, Break of Structure.
- 🏦 Institutional order flow analysis (ICT methodology) NEW
- 🔍 Multi-confluence entry: requires 3+ signals to trigger
- 📝 Dedicated blog article explaining the strategy
View Strategy →
March 7, 2026
New Blog Articles
- 📚 "Smart Money Concepts (ICT)" — Order Blocks, FVG, Liquidity Sweeps explained
- 📚 "Multi-Strategy Portfolio Diversification" — How to combine strategies for better risk-adjusted returns
- 🌍 Both articles available in FR + EN
Read Blog →
March 28, 2026 v5.0
🛡 INVICTUS — The Arena's Immune System
Invictus learns from every losing trade across all 86 strategies. It feasts on defeats and grows stronger. 3 phases: Learn, Protect, Ascension.
- 🧠 1,300+ death contexts absorbed with 16 features each (RSI, kurtosis, hurst, momentum, regime...) NEW
- 🔮 Predictive Shadow — scans all strategies every 60s, vetoes trades BEFORE they happen NEW
- 🌱 Cross-Pollination — when one strategy dies, all similar strategies learn instantly (2,000+ lessons shared) NEW
- 👑 Evolutionary Laws — auto-generates protection rules, submitted to Pantheon for voting NEW
- 📊 Live dashboard at /invictus with power gauge, kill zones, hunger meter, meals feed
- 🤖 Bot API: /api/bot/full with Invictus protection (GREEN/YELLOW/RED + GOLD/SILVER/BRONZE) NEW
See Invictus Live →
March 27, 2026 v4.5
🏛 Genie Pantheon — 6 AI Oracles Debate Live
Ask any trading question. Claude, Grok, GPT, Gemini, DeepSeek, and Perplexity debate in parallel and give you a consensus verdict in 6 seconds.
- 🧠 Claude (strategist), Grok (rebel), GPT (technician), Gemini (rebalancer), DeepSeek (aggressor), Perplexity (researcher) NEW
- ⚡ 6 parallel API calls, consensus + strength + dissenters
- 📤 Share your verdict on social media in 1 click
Try Pantheon →
March 27, 2026 v4.4
🌊 Leviathan Awakening + Security Shield
- 🌊 Leviathan auto-awakens when WR > 55% on 200+ votes — exits shadow mode, sends Telegram alerts NEW
- 🛡 Security Shield: rate limiting, honeypots (/wp-admin, /.env), bot detection, 30-day bans NEW
- 📊 Admin security dashboard with live bans, events, manual ban/unban
- 🔒 Admin APIs protected by token, SSH hardened, uvicorn bound to localhost
March 27, 2026 v4.3
🦮 6 New Mathematician Pages + Verdict
- 🦢 Nassim Taleb — Barbell Simulator + Fat Tail Monitor live NEW
- 📈 WifeyAlpha — Dual Momentum Scanner BTC vs Gold live NEW
- 📊 Markowitz — Efficient Frontier, optimal BTC/Gold allocation live NEW
- 📜 Nick Szabo — Smart Contracts, Bit Gold, digital scarcity
- ⚙ Ray Dalio — All Weather, Regime Detector live NEW
- 📏 William Sharpe — Sharpe Ratio live ranking of 86 strategies NEW
- ⚖ Hidden /mathematicians/verdict page — who's right? Live scores + Grok permanent scores
- 🏛 10 total Minds Behind Money profiles, all LIVE
Explore Minds →
March 26-27, 2026 v4.2
🤖 Local AI Strategies + Bot Intelligence
- 📊 Qwen Mean Reversion — first strategy designed by a local AI (Qwen 2.5 on RTX 4080) NEW
- 🦙 Llama Volatility Squeeze — designed by Llama 3.1 + Mistral locally NEW
- 🏛 Council of Legends — 6 mathematicians (Mandelbrot, Taleb, WifeyAlpha, Choueifaty, Herlin, Satoshi) vote on every trade NEW
- ⚙ ArenaAdaptiveStrategy for Binance bot — 4 modes (STANDBY/SNIPER/HUNTER/MOMENTUM) based on arena data
- 📡 8 new bot endpoints: /api/bot/full, /api/regime/{asset}, /api/signal/consensus, /api/invictus/check NEW
- ⚡ Grok API fix: reasoning_effort: low (25s timeout solved) FIX
- 💨 API fallback chain: Grok → DeepSeek → Gemini → Claude NEW
March 26, 2026 v4.1
⚡ Performance Fixes + Battle Royale Talk
- 🚀 Landing TTFB: 14s → 3ms (engine memory, not JSON files) FIX
- 💾 344 MB of old backups cleaned, deliberations trimmed
- 🎤 Google Fonts non-blocking (media=print onload)
- ⚔ Battle Royale Live Talk on landing — AI trash talk in real-time NEW
- 🧬 Chimera 72h public event with countdown timer NEW
- 📄 All HTML pages cached 1h (was no-cache) FIX
March 24-25, 2026 v4.0
🌌 Landing Rebuilt + BTC vs Gold + Advanced Mode
- 🏠 Landing rebuilt from 148KB → 12KB, zero JS fetch, server-rendered NEW
- ₿ BTC vs Gold page: live ratio, cycles, Choueifaty method, swap portfolio NEW
- 🦮 Mathematicians hub: Choueifaty, Herlin, Satoshi, Mandelbrot NEW
- 🌊 Leviathan Shadow Fund: $1,080 virtual, Binance fees, equity curve
- 🔥 Advanced Mode Day: /god-mode, LIVE badge on Fridays
- 🗺 Visual sitemap at /map: 6 zones, 30+ pages NEW
- 💻 Nav v5: 6 direct links + More dropdown with 16 items
- 💻 Live AI activated: 6 providers (Claude, GPT, Gemini, DeepSeek, Grok, Perplexity) NEW
- 🌌 Mandelbrot Fractal Strategy: trades fat tails (kurtosis > 8) NEW
- 💬 Discord bot deployed (leaderboard, signals, meta reports)
- 💬 DX Feedback widget on all pages
March 20, 2026 v3.5
🔮 Predictions + Polymarket + API + Stripe
- 🔮 AI Prediction Market: 49 markets, 9 AIs vote with conviction NEW
- 💰 Polymarket integration: 20 imported markets, odds compared NEW
- 📊 /ai-vs-polymarket: shadow betting, P&L tracker NEW
- 🔑 Public API v1: /api/v1/oracle, /api/v1/predictions, /api/v1/leaderboard NEW
- ☕ Stripe Oracle Chamber: 1 coffee = 3 consultations NEW
- 💵 Cost tracker v2: exact per-provider tracking ($0.06/day)
- 🚨 Arena Watchdog: 30min cron, Telegram alerts on anomalies
March 7, 2026 v3.2
YouTube Strategy Tester
Paste any YouTube trading strategy description. Our AI extracts the rules and backtests them on real crypto data. Does it actually work?
- 📺 YouTube video embed with 5 preset popular strategies NEW
- 🤖 Claude AI extracts trading rules from text descriptions AI
- 📈 Auto-backtest on BTC/ETH/SOL with equity curve & metrics
- 🎯 Verdict system: does the YouTube strategy beat Buy & Hold?
- 💾 Results saved — browse previously tested strategies
Try YouTube Tester →
March 7, 2026 v3.3
Overfitting Detector
Every strategy gets a robustness grade (A-F). Is it truly robust or just overfit to historical data?
- 🔍 6-factor analysis: trade count, period consistency, win rate stability, profit quality, risk/reward, complexity NEW
- 📊 Visual breakdown with progress bars for each factor
- 🎯 Grade system: A (Highly Robust) to F (Likely Overfit)
- ⚠ Answers the #1 question on r/algotrading
Try Overfitting Detector →
March 7, 2026 v3.1
Monte Carlo Simulation
Run 1,000 bootstrap simulations on any backtest to test strategy robustness. Does your strategy survive randomness?
- 🎲 Bootstrap resampling — 1,000 trade sequence variations NEW
- 📊 Robustness score (0-100), probability of profit/ruin
- 📉 Percentile table (P5 to P95) for final capital & drawdown
- 🖼 Distribution histogram + sample equity curves
Try Monte Carlo →
March 7, 2026
Multilingual Support & Technical Fixes
- 🌍 Dynamic content in 5 languages (FR/EN/ES/ZH/RU)
- 🔗 Automatic language detection and switching across all pages
- 🛠 4 broken link redirects fixed (301s) FIX
- 📝 Log rotation configured (daily, 7 days, compressed)
March 7, 2026
Reddit Content Intelligence
- 🔍 Automated scanner: 6 subreddits analyzed weekly AI
- 💡 Claude AI suggests blog content matching trending topics
- ⏰ Weekly cron job every Monday at 9am UTC
March 6, 2026 v3.0
Chimera Brain V2
The Chimera meta-strategy got a massive brain upgrade with GPU-computed pattern matrices.
- 🧠 555 patterns, 57 backtested strategies, 27K entries
- 💻 GPU-accelerated computation (RTX 4080 CUDA)
- ⚡ Hostinger CPU cap issue discovered & resolved
February 2026 v2.8
Strategy Genie
Ask our AI anything about trading strategies. Get personalized recommendations based on your risk profile.
- 🧞 Claude AI-powered strategy advisor ELITE
- 💬 Natural language Q&A about any strategy
- 🎯 Personalized recommendations based on market regime
Try Strategy Genie →
February 2026 v2.7
86 Strategy Detail Pages
- 📄 Dedicated detail page for every strategy
- 📊 Performance metrics, description, live arena ranking
- 🔗 Cross-linked strategy pages for easy navigation
February 2026 v2.6
5-Language Support
- 🇫🇷 French, English, Spanish, Chinese, Russian
- 🔄 Language switcher in nav + footer
- 🌐 i18n system: backend (i18n.py) + client (i18n.js) + JSON files
February 2026 v2.5
Backtesting Pro + Strategy Builder
Full backtesting engine with configurable strategies, fees model, and no-code strategy builder.
- 🔬 Backtest any strategy on BTC/ETH/SOL/BNB
- 💰 Realistic fee model (maker/taker fees per trade)
- 🏗 No-code strategy builder with RSI, EMA, MACD, Bollinger
- 📊 Equity curves, drawdown, Sharpe ratio, monthly returns
Try Backtesting →
February 2026 v2.4
Security Audit & Infrastructure
- 🔒 8 critical vulnerabilities fixed
- 🛡 CSP, HSTS, X-Frame-Options, CORS
- 🔐 JWT auth with persistent secrets + account lockout
- 🐳 Docker + docker-compose + automated backups
January 2026 v2.0
The Arena Goes Live
86 strategies compete in real-time across multiple crypto assets. The arena never sleeps.
- 🏆 86 strategies: AI-designed, GPU/CUDA, Legendary, Quantitative
- 🤖 21 strategies designed by 6 different AIs (Claude, GPT, Gemini, Grok, DeepSeek, Perplexity)
- ⚡ 4 GPU-accelerated CUDA strategies
- 👑 3 Legendary strategies (Darvas, Wyckoff, Livermore)
- 📊 Live dashboard, regime detection, DeFi tracking
- 🎮 Multi-asset: BTC, ETH, SOL, BNB
See the Arena →