# Trader's Guide: Maximizing XP in Avantis End Game By [BeyondDeFI](https://paragraph.com/@beyonddefi) · 2025-04-29 --- What Is XP Leagues Season 2? ---------------------------- The END GAME is the high-octane finale of Avantis XP Leagues Season 2 - a 5-week trading competition where smart traders can rack up massive XP rewards without necessarily blowing up their accounts. This isn't just about trading volume; it's about strategic positioning to climb the league ranks while protecting your capital. Each week, you'll start fresh in Bronze league with the goal of climbing to Diamond. The higher you climb, the bigger your slice of the XP pie - with 500M total XP up for grabs, plus exclusive Avantis merch and the Chad Trader discord role for top performers. ![](https://storage.googleapis.com/papyrus_images/f109a7d7fc1204860bab5759ad733e5e.png) Platform Enhancements --------------------- Avantis has rolled out several game-changing boosts that savvy traders can leverage: * **2x Trading XP Boost** across the board until Season 2 ends * **Zero closing fees on RWAs** (Real World Assets) - this is HUGE for tactical trading * **2x XP Boost for LPs** on all deposits (existing and new) These changes create unique opportunities for strategic XP farming that weren't available earlier in the season. ![](https://storage.googleapis.com/papyrus_images/aabb964a0eb103ee86070c00e6a4e9af.png) The XP Prize Structure: Timing Is Everything -------------------------------------------- The total 500M XP prize pool increases weekly, creating a strategic consideration for when to go all-in: Week Prize Pool Competition Level 1 50M XP Lower 2 75M XP Moderate 3 100M XP Medium 4 125M XP High 5 150M XP Extreme **Strategic insight:** While Week 5 offers the largest rewards, it will also attract the heaviest competition. Week 2 or 3 might offer the best reward-to-competition ratio for many traders. League Distribution: Where to Focus ----------------------------------- League Rank Rewards Diamond Top 10% 60% of prize pool Sapphire 75% - 90% 25% of prize pool Gold 55% - 75% 10% of prize pool Silver 30% - 55% 5% of prize pool Bronze Bottom 30% No XP **Trader's take:** The jump from Gold to Sapphire offers a significant rewards increase (10% → 25%), making Sapphire a sweet spot target for efficient XP farming. The Scoring Formula: Breaking It Down Like a Pro ------------------------------------------------ ![](https://storage.googleapis.com/papyrus_images/2614c4146fe10c0b3626cc85a43703c9.png) Here's where the game gets interesting. The scoring formula is: **Score = (Trader Fees / Total Fees) × 0.8 + (Negative PnL / Total Negative PnL) × 0.2** Let's dissect this formula to understand exactly how to optimize your approach: ### The Fee Component (80% of Your Score) **Component: (Trader Fees / Total Fees) × 0.8** * **Trader Fees**: The absolute dollar amount of trading fees you generate * **Total Fees**: The sum of all fees generated by all traders that week * **Multiplier**: 0.8 (80% weight in the formula) This means: * If you generate 2% of all platform trading fees, you get 0.02 × 0.8 = 0.016 (1.6%) points from this component * Your performance is measured **relative to all other traders** that week * As competition increases in later weeks, you'll need to generate more fees to maintain the same score ### The Loss Component (20% of Your Score) **Component: (Negative PnL / Total Negative PnL) × 0.2** * **Negative PnL**: Your absolute dollar losses from trading (not profits!) * **Total Negative PnL**: The sum of all trading losses across all traders * **Multiplier**: 0.2 (20% weight in the formula) Key insights: * Only losses count here, not your net PnL * If you have no losses, you get zero points from this component * If your losses are 1% of all platform losses, you get 0.01 × 0.2 = 0.002 (0.2%) points ### The Strategic Balance This creates a fascinating scoring dynamic: 1. **You're rewarded more for fees than losses** (4:1 ratio) 2. **Higher volumes = more fees = higher score** (regardless of profitability) 3. **Some strategic losses can actually help your score** (but only if proportionally lower than your fee contribution) The optimal ratio: **Generate fees at a higher proportion than your losses** Formula Optimization: Pro Tips for XP Maximization -------------------------------------------------- Now that we understand the formula, here are specific tactics to exploit it: ### 1\. The Fee-to-Loss Ratio Sweet Spot The ideal scenario is maximizing your share of total fees while minimizing your share of total losses: * **Target Ratio**: Aim for your % of total fees to be at least 4× your % of total losses * **Example**: If you generate 4% of platform fees, you want no more than 1% of platform losses * **Why It Works**: This maximizes your formula score with optimal capital efficiency ### 2\. The "Loss Dilution" Strategy Since only your proportion of total losses matters: * Track community trading volumes via platform leaderboards * Time your higher-risk trades during periods of high overall market volatility * When everyone is taking losses, your losses count less toward your score ### 3\. The "Fee Harvesting" Power Hours Not all trading hours are equal: * Identify peak platform activity periods (often around market opens or major news) * Concentrate your trading during these high-liquidity windows * Your fees during low-activity periods have higher relative weight ### 5\. The Calculated Loss Tactic Sometimes taking small intentional losses can improve your score: * If you've generated significant fees but have no losses, consider closing some positions at small losses * This gives you points from the 20% loss component you'd otherwise miss * Only use this if your fee generation is already strong Final Trader's Tips ------------------- 1. **Calculate your personal fee-to-loss ratio** after each trading day and adjust strategy 2. **Monitor leaderboards** to gauge where you stand relative to competition 3. **Use the RWA zero closing fee advantage** aggressively - it's your biggest edge 4. **Remember weekly resets** - each Monday is a fresh start regardless of previous week's performance 5. **Track daily league cutoff thresholds** to know exactly how much more trading you need 6. **Diversify across trading pairs** to capture fee opportunities across different market conditions 7. **The 80/20 rule applies** - 80% of your score comes from fees, so make that your primary focus Visit [avantisfi.com/leagues](http://avantisfi.com/leagues) to start climbing the ranks and claim your share of the 500M XP prize pool. Good luck, and trade smart! --- *Originally published on [BeyondDeFI](https://paragraph.com/@beyonddefi/avantis-xp)*