🌍
WORLD ARENA
Markets become battlefields.
9 native arenas (BTC, gold, silver, oil, indices, EUR/USD) · 195 historical strategies tested on these markets. Core question: which market kills, which lets systems survive, and who truly beats Buy & Hold?
9 World Arena markets
195 historical strategies
≠ 16 live crypto assets on the site
≠ 195 active live strategies
Path: spectacle → story → memory → Lab proof.
World Arena shows markets. Arena Stories narrates the week. Arena Memory keeps history. The Windows Lab then opens a sealed local holdout.
Detailed narrative (optional) Chronicle, market tape and headlines — same data as the dashboard above
Chronicle
Lines produced by the snapshot — not invented slogans.
Hospitalizations, survival, alpha vs Buy & Hold, champions per market.
Silver sent 27.6% of strategies to hospital.
8 strategic deaths out of 29 native fighters. The headline you keep.
hostility
Gold remains the most breathable battlefield.
100.0% survival. Not always the biggest gains — fewer systems die.
survival
Buy & Hold still holds the Nasdaq 100 fortress.
Only 0/9 strategies beat the market. Winning is not enough — you must beat the boss.
boss duel
GA Silver Robust conquered Silver with +50.5 alpha points.
The number that turns a backtest into a story: strategy × market × alpha.
conquest
Market tape: the human summary of each battlefield.
Sorted by difficulty. Open the full hostile ranking.
SILVER Silver42.5/100
Silver lets 72.4% of fighters breathe.
Buy & Hold fortress · champion GA Silver RobustNDX Nasdaq 10031.3/100
Nasdaq 100 lets 100.0% of fighters breathe.
Buy & Hold fortress · champion Nasdaq 100 Buy & HoldSPX S&P 50031.0/100
S&P 500 lets 100.0% of fighters breathe.
Buy & Hold fortress · champion S&P 500 Buy & HoldOIL Oil29.3/100
Oil lets 100.0% of fighters breathe.
Buy & Hold fortress · champion Oil Trend Conquest v2EUR EUR/USD25.7/100
EUR/USD lets 100.0% of fighters breathe.
Buy & Hold fortress · champion GA EUR/USD MomentumGOLD Gold24.2/100
Gold lets 100.0% of fighters breathe.
Champion factory · champion GA Gold Mean ReversionDAX DAX21.3/100
DAX lets 100.0% of fighters breathe.
Survival arena · champion GA DAX ConquestBTC Bitcoin20.0/100
Bitcoin lets 79.2% of fighters breathe.
Survival arena · champion Fractal SentinelCAC CAC 4018.8/100
CAC 40 lets 100.0% of fighters breathe.
Survival arena · champion GA CAC 40 Momentum
Snapshot verdict
Silver is the most hostile battlefield.
8/29 strategies hospitalized. First number to read.
Refuge
GOLD Gold
100.0% strategy survival.
Boss Buy & Hold
NDX Nasdaq 100
0/9 strategies beat the market.
Conquest
SILVER GA Silver Robust
+50.5 alpha points on Silver.
Most hostile marketSILVER
Silver
8/29 strategies hospitalized. The terrain that breaks the most systems.
Hostility27.6%
Difficulty 42.5/100
Safest battlefieldGOLD
Gold
100.0% of strategies survive. The market that lets systems breathe most.
Survival100.0%
Champion GA Gold Mean Reversion
Buy & Hold fortressNDX
Nasdaq 100
Only 0/9 strategies beat the boss. Winning is not enough here.
Hold strength100%
Buy & Hold +38.9%
Best conquestSILVER
GA Silver Robust
Silver: +50.5 alpha points vs Buy & Hold. The cleanest victory.
Alpha+50.5
Return +142.1%
Simple rule: the market is the arena, Buy & Hold is the boss.
A strategy can win in absolute terms and still lose if it fails to beat market Buy & Hold, with a drawdown that survives Hospital.
1
Market = arenaOil, gold, Nasdaq or EUR/USD: different terrains.
2
Strategies = fightersNative systems per market, not the arena itself.
3
Buy & Hold = bossAlpha vs the market matters more than raw return.
Method, layers and distribution (optional) Conquest formula, CUDA, Hospital, Arena Verified, TradingView, Operator
1. Battre le boss
Le score part de l’alpha contre Buy & Hold.
2. Survivre au marché
Drawdown et Hospital pénalisent les faux champions.
3. Rester robuste
Sharpe, trades, OOS et promotion séparent spectacle et preuve Operator.
Survivant → Arena Verified → Lab / TradingView
World Arena montre le spectacle. Le Lab scelle le holdout local. TradingView reste une revue, pas un raccourci.
Arena summary
Three instant reads: which market massacres strategies, who resists Buy & Hold, and which strategy × market pair produces the best alpha.
Most violent market
SILVER Silver
27.6% of strategies end hospitalized. This market forgives neither bad timing nor drawdowns.
Final boss
NDX Nasdaq 100
Only 0/9 strategies beat Buy & Hold. Rising is not enough — you must beat holding.
Best conquest
SILVER Silver
GA Silver Robust wins +50.5 alpha points vs Buy & Hold. The real arena victory.
Historical signal today vs short memory
World Arena shows the present. Arena Memory tracks what the arena learns over time: repeated hostile markets, strategic refuge and surviving family. Young memory based on early snapshots.
Hostile todaySilvercurrent World Arena verdict
30d memoryLoading…historical facts JSON
Survivor familyLoading…early pattern, not a long-window claim
Native Champions League quality score, not raw return only
Conquest Score rewards alpha vs Buy & Hold, penalizes drawdown and avoids crowning a strategy just because it took more risk.
Arena Verified is not automatic.
The label appears only when the promotion gate marks the strategy promotable. Others stay visible with their limits: trade count, reproducibility or OOS review.
Arena Verified
Validated examples before TradingView
World Arena shows the spectacle. ArenaScript remains the builder layer: audit, public contracts, Pine export and visible limits before any distribution.
98
Return
+55%
Alpha
+29
DD 6.1% · Sharpe 2.46
Positive alpha, enough trades and acceptable conquest score in this snapshot.
96
Return
+142%
Alpha
+51
DD 12.2% · Sharpe 2.60
Trade count is below the 20-trade review threshold.
91
Return
+35%
Alpha
+26
DD 3.4% · Sharpe 1.69
Trade count is below the 20-trade review threshold.
90
Return
+35%
Alpha
+27
DD 6.0% · Sharpe 1.75
Trade count is below the 20-trade review threshold.
90
Return
+35%
Alpha
+27
DD 7.1% · Sharpe 1.69
Trade count is below the 20-trade review threshold.
89
Return
+115%
Alpha
+23
DD 12.8% · Sharpe 2.23
Trade count is below the 20-trade review threshold.
Local challengers World ancestors evolved in Strategy Arena Lab
The desktop Foundry can challenge these public ancestors. Only contracts with verified lineage and a comparable chronological holdout appear here.
Loading public Challenger evidence…
Market rankings & conquests (optional) Difficulty, hostility, fortresses, conquerors, raw champions — same native data
Hardest markets ranking
The higher the score, the harsher the arena.
The score blends three visible signals: hospitalized strategies, survival, and how many systems beat Buy & Hold.
SILVER Silver
42.5/100
Buy & Hold fortress
Hôpital
27.6%
Survie
72.4%
Bat B&H
17.2%
Champion
GA Silver Robust +142%
Régime
NEUTRAL
Buy & Hold
+92%
Verdict : Le marché est difficile à battre : tenir l'actif reste un adversaire solide.
NDX Nasdaq 100
31.3/100
Buy & Hold fortress
Hôpital
0.0%
Survie
100.0%
Bat B&H
0.0%
Champion
Nasdaq 100 Buy & Hold +39%
Régime
BULL
Buy & Hold
+39%
Verdict : Le marché est difficile à battre : tenir l'actif reste un adversaire solide.
SPX S&P 500
31.0/100
Buy & Hold fortress
Hôpital
0.0%
Survie
100.0%
Bat B&H
0.0%
Champion
S&P 500 Buy & Hold +25%
Régime
BULL
Buy & Hold
+25%
Verdict : Le marché est difficile à battre : tenir l'actif reste un adversaire solide.
OIL Oil
29.3/100
Buy & Hold fortress
Hôpital
0.0%
Survie
100.0%
Bat B&H
9.1%
Champion
Oil Trend Conquest v2 +74%
Régime
VOLATILE
Buy & Hold
+54%
Verdict : Le marché est difficile à battre : tenir l'actif reste un adversaire solide.
EUR EUR/USD
25.7/100
Buy & Hold fortress
Hôpital
0.0%
Survie
100.0%
Bat B&H
18.2%
Champion
GA EUR/USD Momentum +2%
Régime
NEUTRAL
Buy & Hold
-0%
Verdict : Le marché est difficile à battre : tenir l'actif reste un adversaire solide.
GOLD Gold
24.2/100
Champion factory
Hôpital
0.0%
Survie
100.0%
Bat B&H
24.1%
Champion
GA Gold Mean Reversion +55%
Régime
BEAR
Buy & Hold
+26%
Verdict : Ce marché fabrique au moins un champion avec un vrai alpha.
DAX DAX
21.3/100
Survival arena
Hôpital
0.0%
Survie
100.0%
Bat B&H
33.3%
Champion
GA DAX Conquest +22%
Régime
VOLATILE
Buy & Hold
+5%
Verdict : Les stratégies respirent mieux ici : moins de casse, plus de lecture.
BTC Bitcoin
20.0/100
Survival arena
Hôpital
20.8%
Survie
79.2%
Bat B&H
79.2%
Champion
Fractal Sentinel +12%
Régime
—
Buy & Hold
-26%
Verdict : Les stratégies respirent mieux ici : moins de casse, plus de lecture.
CAC CAC 40
18.8/100
Survival arena
Hôpital
0.0%
Survie
100.0%
Bat B&H
41.7%
Champion
GA CAC 40 Momentum +35%
Régime
NEUTRAL
Buy & Hold
+8%
Verdict : Les stratégies respirent mieux ici : moins de casse, plus de lecture.
Most hostile markets
We are not ranking performance here. We rank markets that break the most strategies — the minefield counter.
Hardest fortresses
A market can rally hard and still be nearly unbeatable: if Buy & Hold already wins, strategies must produce real alpha.
Conquerors true win vs Buy & Hold
Strategies that truly beat their market (return − Buy & Hold), not just rode a rally.
SILVER
GA Silver Robust × Silver+142% vs B&H +92% · régime NEUTRAL · Needs more trades · ArenaScript
α +50.5
GOLD
GA Gold Mean Reversion × Gold+55% vs B&H +26% · régime BEAR · Arena Verified · ArenaScript
α +28.8
Champions best raw return
Best strategy × market pairs by absolute return.
SILVER
GA Silver Robust × SilverSharpe 2.6 · régime NEUTRAL
+142%
SILVER
GA Silver Momentum × SilverSharpe 2.23 · régime NEUTRAL
+115%
SILVER
CUDA Silver Native Champion × SilverSharpe 1.66 · régime NEUTRAL
+114%
SILVER
GA Silver Conquest × SilverSharpe 2.29 · régime NEUTRAL
+110%
SILVER
Silver Volatility Guard × SilverSharpe 2.29 · régime NEUTRAL
+103%
SILVER
Silver Buy & Hold × SilverSharpe 1.1 · régime NEUTRAL
+92%
SILVER
🏦 Silver Buy & Hold × SilverSharpe 1.09 · régime NEUTRAL
+87%
SILVER
🏛️ Central Bank Momentum × SilverSharpe 1.2 · régime NEUTRAL
+76%
🔨 Forged Champions stratégies conçues from scratch + brute-forcées en CUDA, par marché
Tier à part : ce ne sont pas les stratégies partagées du roster, mais des logiques sur-mesure pour un marché, optimisées par force brute GPU (millions de backtests) avec validation out-of-sample non biaisée. Les héros locaux.
🥇
GoldForge × Or
Trend-pullback : achète les replis dans la tendance (filtre EMA 200) + stops ATR trailing
OOS +27.4%
vs Buy & Hold +25.9%
α vs B&H +1.5
Sharpe 1.48
Drawdown 10.0%
Win rate 38%
40 trades
⚒️ CUDA brute-force (5M combos, validation OOS non biaisée) sur RTX 4080. Edge surtout risk-adjusted : en marché haussier, dur de battre "tenir" en rendement brut — mais on capte la même tendance avec bien moins de risque.
Detailed matrices (optional) Strategy × Asset · Family × market affinity — same native data, full table
Strategy × Asset Matrix the full native-arena table
Core of native World Arena: each column shows strategies owned by that market. Empty cells mean the strategy belongs to another arena.
Green = winning strategyRed = losing strategy— = native to another arenaAlpha = strategy return minus Buy & Hold
| Strategy | BTC Bitcoin | GOLD Gold | SILVER Silver | NDX Nasdaq 100 | SPX S&P 500 | OIL Oil | DAX DAX | CAC CAC 40 | EUR EUR/USD |
|---|---|---|---|---|---|---|---|---|---|
| Buy Hold | -26% | — | — | — | — | — | — | — | — |
| Dca | -29% | — | — | — | — | — | — | — | — |
| Turtle | -57% | — | — | — | — | — | — | — | — |
| Turtle Ultimate | -3% | — | — | — | — | — | — | — | — |
| Mean Reversion | -59% | — | — | — | — | — | — | — | — |
| Momentum | -59% | — | — | — | — | — | — | — | — |
| Grid | -11% | — | — | — | — | — | — | — | — |
| Darvas | +1% | — | — | — | — | — | — | — | — |
| Wyckoff | -24% | — | — | — | — | — | — | — | — |
| Wyckoff Evolved | -2% | — | — | — | — | — | — | — | — |
| Livermore | -10% | — | — | — | — | — | — | — | — |
| Claude Ai | +0% | — | — | — | — | — | — | — | — |
| Grok Ai | -63% | — | — | — | — | — | — | — | — |
| Gpt Ai | -87% | — | — | — | — | — | — | — | — |
| Gemini Ai | -41% | — | — | — | — | — | — | — | — |
| Deepseek Ai | +0% | — | — | — | — | — | — | — | — |
| Perplexity Ai | -37% | — | — | — | — | — | — | — | — |
| Autowin Ai | -35% | — | — | — | — | — | — | — | — |
| Le Monstre | +0% | — | — | — | — | — | — | — | — |
| Random Benchmark | -19% | — | — | — | — | — | — | — | — |
| Cuda Gpu | -24% | — | — | — | — | — | — | — | — |
| Cuda Evolved | -71% | — | — | — | — | — | — | — | — |
| Cuda Event Proof | +2% | — | — | — | — | — | — | — | — |
| Gpu V2 Ultimate | -41% | — | — | — | — | — | — | — | — |
| Whale Tracker | -17% | — | — | — | — | — | — | — | — |
| Mtf King | +1% | — | — | — | — | — | — | — | — |
| Momentum Surfer | +1% | — | — | — | — | — | — | — | — |
| Mean Rev Pro | -7% | — | — | — | — | — | — | — | — |
| Mean Rev Pro Evolved | -1% | — | — | — | — | — | — | — | — |
| Sentiment Fusion | -3% | — | — | — | — | — | — | — | — |
| Aesop Fable | -8% | — | — | — | — | — | — | — | — |
| Meta Intelligence | -14% | — | — | — | — | — | — | — | — |
| Meta Intelligence Ultimate | +0% | — | — | — | — | — | — | — | — |
| Claude Code | -22% | — | — | — | — | — | — | — | — |
| Greek Oracle | -3% | — | — | — | — | — | — | — | — |
| Bear Hunter | -4% | — | — | — | — | — | — | — | — |
| Bear Hunter Evolved | +0% | — | — | — | — | — | — | — | — |
| Mandelbrot Fractal | +0% | — | — | — | — | — | — | — | — |
| Qwen Mean Reversion | -15% | — | — | — | — | — | — | — | — |
| Llama Volatility Squeeze | +0% | — | — | — | — | — | — | — | — |
| Council Of Legends | -4% | — | — | — | — | — | — | — | — |
| Capitulation Rebound | +1% | — | — | — | — | — | — | — | — |
| Capitulation Rebound Evolved | +1% | — | — | — | — | — | — | — | — |
| Deep Freeze | -7% | — | — | — | — | — | — | — | — |
| Deep Freeze Evolved | -1% | — | — | — | — | — | — | — | — |
| Capitulation Bounce | +4% | — | — | — | — | — | — | — | — |
| Deep Shadow | +10% | — | — | — | — | — | — | — | — |
| Deep Shadow Evolved | -0% | — | — | — | — | — | — | — | — |
| Mean Revert Sentinel | +3% | — | — | — | — | — | — | — | — |
| Fractal Sentinel | +12% | — | — | — | — | — | — | — | — |
| Sly Fox | -23% | — | — | — | — | — | — | — | — |
| Sly Fox Evolved | -0% | — | — | — | — | — | — | — | — |
| Chaos Sentinel | +7% | — | — | — | — | — | — | — | — |
| Micropulse Trap | -6% | — | — | — | — | — | — | — | — |
| Squeeze Phantom | -17% | — | — | — | — | — | — | — | — |
| Phantom Edge | -18% | — | — | — | — | — | — | — | — |
| Divergence Hunter | -18% | — | — | — | — | — | — | — | — |
| Spike Absorber | +3% | — | — | — | — | — | — | — | — |
| Compression Trader | -2% | — | — | — | — | — | — | — | — |
| Smart Money | -19% | — | — | — | — | — | — | — | — |
| Smart Money Evolved | -6% | — | — | — | — | — | — | — | — |
| Codex Gpt 55 | -1% | — | — | — | — | — | — | — | — |
| Debate Forge | -33% | — | — | — | — | — | — | — | — |
| Quantum Collapse | -11% | — | — | — | — | — | — | — | — |
| Momentum Diffusion | -2% | — | — | — | — | — | — | — | — |
| Collaborative Live | -3% | — | — | — | — | — | — | — | — |
| News Trader | +0% | — | — | — | — | — | — | — | — |
| Chimera | -21% | — | — | — | — | — | — | — | — |
| Garch Volatility | +0% | — | — | — | — | — | — | — | — |
| Hydra | -31% | — | — | — | — | — | — | — | — |
| Composer 2 5 | -24% | — | — | — | — | — | — | — | — |
| Darwin Evolved | -88% | — | — | — | — | — | — | — | — |
| Gold Buy & HoldBenchmark strategy native to Gold: buy hold regime rules on | — | +26% | — | — | — | — | — | — | — |
| Gold Native Trend RiderTrend strategy native to Gold: trend pullback regime rules o | — | +4% | — | — | — | — | — | — | — |
| Gold Mean ReversionMean Reversion strategy native to Gold: mean trend regime ru | — | -2% | — | — | — | — | — | — | — |
| Gold Breakout HunterBreakout strategy native to Gold: breakout regime rules on G | — | +19% | — | — | — | — | — | — | — |
| Gold Volatility GuardRisk Control strategy native to Gold: low vol trend regime r | — | +39% | — | — | — | — | — | — | — |
| Codex Gold Native EdgeCodex Native strategy native to Gold: low vol trend regime r | — | +36% | — | — | — | — | — | — | — |
| DeepSeek Gold Native EdgeDeepSeek Native strategy native to Gold: mean trend regime r | — | -0% | — | — | — | — | — | — | — |
| Grok Gold Native EdgeGrok strategy native to Gold: low vol trend regime rules on | — | +33% | — | — | — | — | — | — | — |
| 🏦 Gold Buy & HoldAchète et conserve — la stratégie la plus simple et efficace | — | +25% | — | — | — | — | — | — | — |
| 📅 Gold DCAAchats réguliers tous les 24h pour lisser la volatilité. Rep | — | +0% | — | — | — | — | — | — | — |
| 🛡️ Safe Haven DetectorDétecte les flux vers le refuge or via RSI survendu/surachat | — | +4% | — | — | — | — | — | — | — |
| 📈 Inflation HedgeSuit le momentum 20 périodes — l'or comme protection contre | — | -1% | — | — | — | — | — | — | — |
| ⚖️ Gold/Silver RatioStratégie légendaire du ratio XAU/XAG — 100+ ans d'histoire. | — | +0% | — | — | — | — | — | — | — |
| 🎯 Trend RiderEMA 20/50 crossover — l'or est idéal pour le trend-following | — | -2% | — | — | — | — | — | — | — |
| 🔄 Mean Reversion GoldBollinger Bands — achète bas, vend haut, reversion vers la m | — | -9% | — | — | — | — | — | — | — |
| 💥 Breakout HunterDonchian Channel — détecte les cassures de range (Turtle Tra | — | -4% | — | — | — | — | — | — | — |
| 🗓️ Seasonal PatternExploite les patterns saisonniers de l'or (Q1/Q4 bullish, ét | — | +4% | — | — | — | — | — | — | — |
| 🏛️ Central Bank MomentumMomentum 50p — capture les mega-trends des banques centrales | — | +32% | — | — | — | — | — | — | — |
| 🪐 Grok's Aurum OracleStratégie signature Grok (xAI) — MA200 + RSI + Momentum + tr | — | +4% | — | — | — | — | — | — | — |
| 🌬️ Golden Breath - GeminiStratégie Gemini (Google) — détecte le souffle de l'or : com | — | +10% | — | — | — | — | — | — | — |
| 🏹 Momentum Catcher - DeepSeekStratégie DeepSeek — ROC double période + filtre de volatili | — | -2% | — | — | — | — | — | — | — |
| 🪙 Compression Breakout - PerplexityStratégie Perplexity — détecte les compressions ATR/range pu | — | +0% | — | — | — | — | — | — | — |
| 🌀 Liquidity Coil - ChatGPTStratégie ChatGPT (OpenAI) — micro-compressions Donchian + B | — | +0% | — | — | — | — | — | — | — |
| 🧠 Gold Gravity Well - ClaudeStratégie Claude (Anthropic) — modèle gravitationnel adaptat | — | +13% | — | — | — | — | — | — | — |
| ⚖️ Ratio SentinelExisting Strategy Arena metals strategy replayed natively in | — | +0% | — | — | — | — | — | — | — |
| GA Gold ConquestGenetic optimizer conquest candidate replayed on GC=F / GLD. | — | +30% | — | — | — | — | — | — | — |
| GA Gold MomentumGenetic optimizer momentum candidate replayed on GC=F / GLD. | — | +19% | — | — | — | — | — | — | — |
| GA Gold Mean ReversionGenetic optimizer mean_reversion candidate replayed on GC=F | — | +55% | — | — | — | — | — | — | — |
| CUDA Gold Native ChampionCUDA-tuned native champion for Gold. Walk-forward test retur | — | +43% | — | — | — | — | — | — | — |
| Silver Buy & HoldBenchmark strategy native to Silver: buy hold regime rules o | — | — | +92% | — | — | — | — | — | — |
| Silver Native Trend RiderTrend strategy native to Silver: trend pullback regime rules | — | — | -6% | — | — | — | — | — | — |
| Silver Mean ReversionMean Reversion strategy native to Silver: mean trend regime | — | — | +7% | — | — | — | — | — | — |
| Silver Breakout HunterBreakout strategy native to Silver: breakout regime rules on | — | — | +54% | — | — | — | — | — | — |
| Silver Volatility GuardRisk Control strategy native to Silver: low vol trend regime | — | — | +103% | — | — | — | — | — | — |
| Codex Silver Native EdgeCodex Native strategy native to Silver: breakout regime rule | — | — | +74% | — | — | — | — | — | — |
| DeepSeek Silver Native EdgeDeepSeek Native strategy native to Silver: trend pullback re | — | — | +4% | — | — | — | — | — | — |
| Grok Silver Native EdgeGrok strategy native to Silver: breakout regime rules on SI= | — | — | +74% | — | — | — | — | — | — |
| 🏦 Silver Buy & HoldAchète et conserve — la stratégie la plus simple et efficace | — | — | +87% | — | — | — | — | — | — |
| 📅 Silver DCAAchats réguliers tous les 24h pour lisser la volatilité. Rep | — | — | +2% | — | — | — | — | — | — |
| 🛡️ Safe Haven DetectorDétecte les flux vers le refuge or via RSI survendu/surachat | — | — | +7% | — | — | — | — | — | — |
| 📈 Inflation HedgeSuit le momentum 20 périodes — l'or comme protection contre | — | — | +24% | — | — | — | — | — | — |
| ⚖️ Silver/Silver RatioStratégie légendaire du ratio XAU/XAG — 100+ ans d'histoire. | — | — | +0% | — | — | — | — | — | — |
| 🎯 Trend RiderEMA 20/50 crossover — l'or est idéal pour le trend-following | — | — | +65% | — | — | — | — | — | — |
| 🔄 Mean Reversion SilverBollinger Bands — achète bas, vend haut, reversion vers la m | — | — | +4% | — | — | — | — | — | — |
| 💥 Breakout HunterDonchian Channel — détecte les cassures de range (Turtle Tra | — | — | -0% | — | — | — | — | — | — |
| 🗓️ Seasonal PatternExploite les patterns saisonniers de l'or (Q1/Q4 bullish, ét | — | — | +47% | — | — | — | — | — | — |
| 🏛️ Central Bank MomentumMomentum 50p — capture les mega-trends des banques centrales | — | — | +76% | — | — | — | — | — | — |
| 🪐 Grok's Aurum OracleStratégie signature Grok (xAI) — MA200 + RSI + Momentum + tr | — | — | +15% | — | — | — | — | — | — |
| 🌬️ Silveren Breath - GeminiStratégie Gemini (Google) — détecte le souffle de l'or : com | — | — | +11% | — | — | — | — | — | — |
| 🏹 Momentum Catcher - DeepSeekStratégie DeepSeek — ROC double période + filtre de volatili | — | — | +2% | — | — | — | — | — | — |
| 🪙 Compression Breakout - PerplexityStratégie Perplexity — détecte les compressions ATR/range pu | — | — | +0% | — | — | — | — | — | — |
| 🌀 Liquidity Coil - ChatGPTStratégie ChatGPT (OpenAI) — micro-compressions Donchian + B | — | — | +0% | — | — | — | — | — | — |
| 🧠 Silver Gravity Well - ClaudeStratégie Claude (Anthropic) — modèle gravitationnel adaptat | — | — | -1% | — | — | — | — | — | — |
| ⚖️ Ratio SentinelExisting Strategy Arena metals strategy replayed natively in | — | — | +0% | — | — | — | — | — | — |
| GA Silver ConquestGenetic optimizer conquest candidate replayed on SI=F / SLV. | — | — | +110% | — | — | — | — | — | — |
| GA Silver RobustGenetic optimizer robust candidate replayed on SI=F / SLV. | — | — | +142% | — | — | — | — | — | — |
| GA Silver MomentumGenetic optimizer momentum candidate replayed on SI=F / SLV. | — | — | +115% | — | — | — | — | — | — |
| CUDA Silver Native ChampionCUDA-tuned native champion for Silver. Walk-forward test ret | — | — | +114% | — | — | — | — | — | — |
| Nasdaq 100 Buy & HoldBenchmark strategy native to Nasdaq 100: buy hold regime rul | — | — | — | +39% | — | — | — | — | — |
| Nasdaq 100 Native Trend RiderTrend strategy native to Nasdaq 100: trend pullback regime r | — | — | — | +19% | — | — | — | — | — |
| Nasdaq 100 Mean ReversionMean Reversion strategy native to Nasdaq 100: mean trend reg | — | — | — | +13% | — | — | — | — | — |
| Nasdaq 100 Breakout HunterBreakout strategy native to Nasdaq 100: breakout regime rule | — | — | — | +8% | — | — | — | — | — |
| Nasdaq 100 Volatility GuardRisk Control strategy native to Nasdaq 100: low vol trend re | — | — | — | +17% | — | — | — | — | — |
| Codex Nasdaq 100 Native EdgeCodex Native strategy native to Nasdaq 100: trend pullback r | — | — | — | +12% | — | — | — | — | — |
| DeepSeek Nasdaq 100 Native EdgeDeepSeek Native strategy native to Nasdaq 100: breakout regi | — | — | — | +4% | — | — | — | — | — |
| Grok Nasdaq 100 Native EdgeGrok strategy native to Nasdaq 100: trend pullback regime ru | — | — | — | +2% | — | — | — | — | — |
| CUDA Nasdaq 100 Native ChampionCUDA-tuned native champion for Nasdaq 100. Walk-forward test | — | — | — | +15% | — | — | — | — | — |
| S&P 500 Buy & HoldBenchmark strategy native to S&P 500: buy hold regime rules | — | — | — | — | +25% | — | — | — | — |
| S&P 500 Native Trend RiderTrend strategy native to S&P 500: trend pullback regime rule | — | — | — | — | +14% | — | — | — | — |
| S&P 500 Mean ReversionMean Reversion strategy native to S&P 500: mean trend regime | — | — | — | — | +12% | — | — | — | — |
| S&P 500 Breakout HunterBreakout strategy native to S&P 500: breakout regime rules o | — | — | — | — | -0% | — | — | — | — |
| S&P 500 Volatility GuardRisk Control strategy native to S&P 500: low vol trend regim | — | — | — | — | +8% | — | — | — | — |
| Codex S&P 500 Native EdgeCodex Native strategy native to S&P 500: low vol trend regim | — | — | — | — | +6% | — | — | — | — |
| DeepSeek S&P 500 Native EdgeDeepSeek Native strategy native to S&P 500: mean trend regim | — | — | — | — | +9% | — | — | — | — |
| Grok S&P 500 Native EdgeGrok strategy native to S&P 500: low vol trend regime rules | — | — | — | — | +5% | — | — | — | — |
| GA S&P 500 Mean ReversionGenetic optimizer mean_reversion candidate replayed on SPY E | — | — | — | — | +17% | — | — | — | — |
| CUDA S&P 500 Native ChampionCUDA-tuned native champion for S&P 500. Walk-forward test re | — | — | — | — | +12% | — | — | — | — |
| Oil Buy & HoldBenchmark strategy native to Oil: buy hold regime rules on U | — | — | — | — | — | +54% | — | — | — |
| Oil Trend Conquest v2DeepSeek API strategy native to Oil: oil trend conquest regi | — | — | — | — | — | +74% | — | — | — |
| Oil Native Trend RiderTrend strategy native to Oil: trend pullback regime rules on | — | — | — | — | — | +0% | — | — | — |
| Oil Mean ReversionMean Reversion strategy native to Oil: mean trend regime rul | — | — | — | — | — | +30% | — | — | — |
| Oil Breakout HunterBreakout strategy native to Oil: breakout regime rules on US | — | — | — | — | — | +24% | — | — | — |
| Oil Volatility GuardRisk Control strategy native to Oil: low vol trend regime ru | — | — | — | — | — | +37% | — | — | — |
| Codex Oil Native EdgeCodex Native strategy native to Oil: oil shock reversion reg | — | — | — | — | — | +26% | — | — | — |
| DeepSeek Oil Native EdgeDeepSeek Native strategy native to Oil: breakout regime rule | — | — | — | — | — | +14% | — | — | — |
| Grok Oil Native EdgeGrok strategy native to Oil: oil shock reversion regime rule | — | — | — | — | — | +36% | — | — | — |
| GA Oil Mean ReversionGenetic optimizer mean_reversion candidate replayed on USO E | — | — | — | — | — | +37% | — | — | — |
| CUDA Oil Native ChampionCUDA-tuned native champion for Oil. Walk-forward test return | — | — | — | — | — | +22% | — | — | — |
| DAX Buy & HoldBenchmark strategy native to DAX: buy hold regime rules on ^ | — | — | — | — | — | — | +5% | — | — |
| DAX Native Trend RiderTrend strategy native to DAX: trend pullback regime rules on | — | — | — | — | — | — | -12% | — | — |
| DAX Mean ReversionMean Reversion strategy native to DAX: mean trend regime rul | — | — | — | — | — | — | +1% | — | — |
| DAX Breakout HunterBreakout strategy native to DAX: breakout regime rules on ^G | — | — | — | — | — | — | -5% | — | — |
| DAX Volatility GuardRisk Control strategy native to DAX: low vol trend regime ru | — | — | — | — | — | — | -13% | — | — |
| Codex DAX Native EdgeCodex Native strategy native to DAX: trend pullback regime r | — | — | — | — | — | — | -13% | — | — |
| DeepSeek DAX Native EdgeDeepSeek Native strategy native to DAX: low vol trend regime | — | — | — | — | — | — | -12% | — | — |
| Grok DAX Native EdgeGrok strategy native to DAX: trend pullback regime rules on | — | — | — | — | — | — | -9% | — | — |
| GA DAX ConquestGenetic optimizer conquest candidate replayed on ^GDAXI. | — | — | — | — | — | — | +22% | — | — |
| GA DAX MomentumGenetic optimizer momentum candidate replayed on ^GDAXI. | — | — | — | — | — | — | +20% | — | — |
| GA DAX Mean ReversionGenetic optimizer mean_reversion candidate replayed on ^GDAX | — | — | — | — | — | — | +10% | — | — |
| CUDA DAX Native ChampionCUDA-tuned native champion for DAX. Walk-forward test return | — | — | — | — | — | — | +17% | — | — |
| CAC 40 Buy & HoldBenchmark strategy native to CAC 40: buy hold regime rules o | — | — | — | — | — | — | — | +8% | — |
| CAC 40 Native Trend RiderTrend strategy native to CAC 40: trend pullback regime rules | — | — | — | — | — | — | — | -6% | — |
| CAC 40 Mean ReversionMean Reversion strategy native to CAC 40: mean trend regime | — | — | — | — | — | — | — | +11% | — |
| CAC 40 Breakout HunterBreakout strategy native to CAC 40: breakout regime rules on | — | — | — | — | — | — | — | -8% | — |
| CAC 40 Volatility GuardRisk Control strategy native to CAC 40: low vol trend regime | — | — | — | — | — | — | — | -15% | — |
| Codex CAC 40 Native EdgeCodex Native strategy native to CAC 40: mean trend regime ru | — | — | — | — | — | — | — | +2% | — |
| DeepSeek CAC 40 Native EdgeDeepSeek Native strategy native to CAC 40: trend pullback re | — | — | — | — | — | — | — | -3% | — |
| Grok CAC 40 Native EdgeGrok strategy native to CAC 40: mean trend regime rules on ^ | — | — | — | — | — | — | — | +5% | — |
| GA CAC 40 ConquestGenetic optimizer conquest candidate replayed on ^FCHI. | — | — | — | — | — | — | — | +35% | — |
| GA CAC 40 MomentumGenetic optimizer momentum candidate replayed on ^FCHI. | — | — | — | — | — | — | — | +35% | — |
| GA CAC 40 DefensiveGenetic optimizer defensive candidate replayed on ^FCHI. | — | — | — | — | — | — | — | +35% | — |
| CUDA CAC 40 Native ChampionCUDA-tuned native champion for CAC 40. Walk-forward test ret | — | — | — | — | — | — | — | +9% | — |
| EUR/USD Buy & HoldBenchmark strategy native to EUR/USD: buy hold regime rules | — | — | — | — | — | — | — | — | -0% |
| EUR/USD Native Trend RiderTrend strategy native to EUR/USD: trend pullback regime rule | — | — | — | — | — | — | — | — | -12% |
| EUR/USD Mean ReversionMean Reversion strategy native to EUR/USD: forex range regim | — | — | — | — | — | — | — | — | -8% |
| EUR/USD Breakout HunterBreakout strategy native to EUR/USD: breakout regime rules o | — | — | — | — | — | — | — | — | -8% |
| EUR/USD Volatility GuardRisk Control strategy native to EUR/USD: low vol trend regim | — | — | — | — | — | — | — | — | -12% |
| Codex EUR/USD Native EdgeCodex Native strategy native to EUR/USD: forex range regime | — | — | — | — | — | — | — | — | -9% |
| DeepSeek EUR/USD Native EdgeDeepSeek Native strategy native to EUR/USD: mean trend regim | — | — | — | — | — | — | — | — | -13% |
| Grok EUR/USD Native EdgeGrok strategy native to EUR/USD: forex range regime rules on | — | — | — | — | — | — | — | — | -7% |
| GA EUR/USD MomentumGenetic optimizer momentum candidate replayed on EURUSD=X. | — | — | — | — | — | — | — | — | +2% |
| GA EUR/USD Mean ReversionGenetic optimizer mean_reversion candidate replayed on EURUS | — | — | — | — | — | — | — | — | +0% |
| CUDA EUR/USD Native ChampionCUDA-tuned native champion for EUR/USD. Walk-forward test re | — | — | — | — | — | — | — | — | -5% |
Family × market affinity which family thrives where
Average return of each strategy family by market. Some families were born for certain terrains.
| Family | BTC Bitcoin | GOLD Gold | SILVER Silver | NDX Nasdaq 100 | SPX S&P 500 | OIL Oil | DAX DAX | CAC CAC 40 | EUR EUR/USD |
|---|---|---|---|---|---|---|---|---|---|
| Native 72 strategies | -15% | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% |
| Benchmark 8 strategies | +0% | +26% | +92% | +39% | +25% | +54% | +5% | +8% | -0% |
| Trend 8 strategies | +0% | +4% | -6% | +19% | +14% | +0% | -12% | -6% | -12% |
| Mean Reversion 8 strategies | +0% | -2% | +7% | +12% | +12% | +30% | +1% | +11% | -8% |
| Breakout 8 strategies | +0% | +19% | +54% | +8% | -0% | +24% | -5% | -8% | -8% |
| Risk Control 8 strategies | +0% | +39% | +103% | +17% | +8% | +36% | -13% | -15% | -12% |
| Codex Native 9 strategies | +0% | +36% | +74% | +12% | +6% | +50% | -13% | +2% | -9% |
| DeepSeek Native 8 strategies | +0% | -0% | +4% | +4% | +9% | +14% | -12% | -3% | -13% |
| Grok Native 8 strategies | +0% | +33% | +74% | +2% | +6% | +36% | -9% | +4% | -7% |
| Metals Passif 2 strategies | +0% | +25% | +87% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals DCA 2 strategies | +0% | +0% | +2% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Macro 2 strategies | +0% | +4% | +7% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Trend 2 strategies | +0% | -1% | +24% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Pair Trade 2 strategies | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Trend Following 2 strategies | +0% | -2% | +65% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Mean Reversion 2 strategies | +0% | -9% | +4% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Breakout 2 strategies | +0% | -4% | -0% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Saisonnier 2 strategies | +0% | +4% | +47% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Macro-Momentum 2 strategies | +0% | +32% | +76% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Multi-Signal Macro 2 strategies | +0% | +4% | +15% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Expansion de Range 2 strategies | +0% | +10% | +11% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals ROC Adaptatif 2 strategies | +0% | -2% | +2% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Compression/Breakout 2 strategies | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Coil Expansion 2 strategies | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Regime Switch 2 strategies | +0% | +12% | -1% | +0% | +0% | +0% | +0% | +0% | +0% |
| Metals Metals Native 2 strategies | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +0% |
| GA Conquest 4 strategies | +0% | +30% | +110% | +0% | +0% | +0% | +22% | +35% | +0% |
| GA Momentum 5 strategies | +0% | +19% | +114% | +0% | +0% | +0% | +20% | +35% | +2% |
| GA Mean Reversion 5 strategies | +0% | +55% | +0% | +0% | +17% | +37% | +10% | +0% | +0% |
| CUDA Native 8 strategies | +0% | +43% | +114% | +15% | +12% | +22% | +17% | +9% | -5% |
| GA Robust 1 strategies | +0% | +0% | +142% | +0% | +0% | +0% | +0% | +0% | +0% |
| GA Defensive 1 strategies | +0% | +0% | +0% | +0% | +0% | +0% | +0% | +35% | +0% |
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