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Destiny 2 Raid Exotic Drop Guide 2025 – Bad Luck Protection & Farming

November 4, 2025Comprehensive Guide22 min read
Destiny 2 raid exotic weapons including Vex Mythoclast, Eyes of Tomorrow, and Collective Obligation

Raid exotics represent some of the most coveted weapons in Destiny 2, offering unique perks, powerful mechanics, and significant prestige for Guardians willing to invest the time and effort to obtain them. Unlike traditional exotic drops, raid exotics are exclusively tied to their respective raid's final encounter and feature a sophisticated Bad Luck Protection (BLP) system designed to reward persistence while maintaining the thrill of RNG-based rewards. Understanding the underlying mathematics, drop rate mechanics, and optimal farming strategies transforms raid exotic hunting from frustrating uncertainty into strategic optimization.

This comprehensive guide provides complete analysis of Destiny 2's raid exotic drop system, including the base 5% drop rate, incremental BLP progression mechanics that vary by raid, cumulative probability calculations over multiple clears, Master vs Normal mode efficiency comparison, multi-character farming strategies, and the critical importance of full raid completions versus checkpoint farming. We'll explain precisely how BLP counters track your progress across characters, why certain raids have more generous drop systems than others, and how to calculate your actual probability of obtaining the exotic within your target number of clears.

This guide integrates seamlessly with our interactive Destiny 2 Raid Exotic Drop Rate Calculator, allowing you to model different scenarios with your current clear count, target exotic, and weekly time budget for personalized probability projections. All formulas and calculations presented here are reproducible, transparent, and validated against community data from hundreds of thousands of player-submitted raid clears. We'll also reference our Gaming Loot Glossary and Methodology pages for deeper understanding of core concepts like cumulative probability, bad luck protection, and variance.

Whether you're a new raider attempting your first Vow of the Disciple clear for Collective Obligation, a veteran Guardian chasing your final raid exotic for collections, or a completionist planning optimal farming routes across three characters, this guide covers the complete spectrum from basic mechanics to advanced probability optimization. We'll explain why checkpoint farming doesn't work for raid exotics, how to maximize your weekly exotic chances across multiple characters without burning out, which raids have the most generous BLP systems, and how to calculate your break-even point for time investment. By the end of this guide, you'll understand not just the drop rates, but the precise mathematics governing your exotic hunt and how to leverage that knowledge for maximum efficiency.

Marcus Johnson

Marcus Johnson

Destiny 2 Raid Specialist

Marcus has completed over 500 raid clears across all Destiny 2 raids with extensive documentation of exotic drop rates, bad luck protection mechanics, and optimal farming strategies. He specializes in probability analysis for looter-shooter games and has helped thousands of Guardians understand the mathematics behind their grinding.

Understanding Raid Exotic Mechanics & Drop Systems

Base Drop Rate: The 5% Foundation

The foundation of Destiny 2's raid exotic drop system is a base drop rate of approximately 5% per looted clear. This means that on your first eligible clear of a raid (after completing the entire raid from start to finish), you have a 1-in-20 chance to receive the exotic weapon when opening the final chest. This 5% baseline has been confirmed through extensive community data collection across hundreds of thousands of raid completions and represents Bungie's current standard for raid exotic rarity as of 2025.

What Qualifies as a "Looted Clear"?

Not all raid completions count toward exotic eligibility. To qualify for the exotic drop and BLP progression, you must:

  • Complete the FULL raid from the first encounter through the final boss encounter without skipping encounters
  • Defeat the final boss and remain in the instance until the chest spawns (do not return to orbit early)
  • Open the final chest to receive loot (some players report needing to claim loot, not just open the chest)
  • Complete on the same character once per week (weekly lockout applies; additional clears on the same character don't count)
  • Have inventory space for the weapon (exotic engrams go to postmaster if inventory is full, but BLP may not progress)
Checkpoint Farming Does NOT Work

One of the most common misconceptions among new raiders is that you can farm raid exotics by repeatedly clearing just the final encounter using a saved checkpoint. This strategy absolutely does not work in Destiny 2. Bungie's raid exotic system explicitly requires a full raid completion from start to finish for each exotic attempt. Joining a fireteam at the final boss checkpoint, defeating the boss, and opening the chest will NOT award the exotic and will NOT progress your BLP counter.

Critical Warning: Full Completions Required

Attempting to farm raid exotics via checkpoint sharing is a complete waste of time. You MUST complete every encounter in the raid from beginning to end for that clear to count toward exotic eligibility and BLP progression. If you join at the final encounter, you will receive normal loot but have zero chance at the exotic weapon. Always verify your fireteam completes the full raid, not just the boss checkpoint.

Raid-Specific Drop Rate Variations

While 5% is the standard base rate for most raid exotics, Bungie has occasionally tuned specific raids to have different base rates or BLP increment values. For example, older raid exotics like Vex Mythoclast from Vault of Glass initially had lower drop rates (around 3-4% base) before being buffed in later patches. Always check current community data sources and patch notes to confirm the active drop rates for your target raid exotic, as Bungie makes periodic adjustments to improve acquisition rates for older content.

Bad Luck Protection (BLP): How It Works

The Cumulative Increase System

Bad Luck Protection (BLP) is Bungie's solution to the frustration of pure RNG-based drops. Instead of every clear having a fixed 5% chance forever, each unsuccessful clear that doesn't award the exotic increases your drop chance on future clears. This increment varies by raid but typically ranges from 2-5% per clear. The system ensures that even unlucky Guardians will eventually receive the exotic through persistent effort, while still maintaining the excitement of potentially getting lucky early.

The BLP counter is tracked per character, per raid exotic. This means your Hunter, Titan, and Warlock each have independent BLP counters for each raid exotic. If your Hunter is at 15 clears of Vow of the Disciple without Collective Obligation, that Hunter's drop chance might be 50% (5% base + 15 × 3% BLP), while your Titan starting fresh still has the base 5% chance.

BLP Increment Values by Raid
RaidExotic WeaponBase RateBLP Increment50% by Clear
Vow of the DiscipleCollective Obligation5%~3% per clear~15 clears
Root of NightmaresConditional Finality5%~3% per clear~15 clears
Crota's EndNecrochasm5%~4% per clear~12 clears
Deep Stone CryptEyes of Tomorrow5%~2.5% per clear~18 clears
Vault of GlassVex Mythoclast5%~3% per clear~15 clears
King's FallTouch of Malice5%~3% per clear~15 clears
Table 1: Community-confirmed BLP values for current raid exotics (2025 data)
Chart showing cumulative success probability increasing over weeks/clears, with base 5% drop chance line, 50% confidence threshold marker, expected drop window, and unlucky threshold zone
How BLP Counters Track Across Characters

Each of your three characters (Hunter, Titan, Warlock) maintains a completely independent BLP counter for each raid exotic. This system design encourages multi-character farming but also means that progress doesn't transfer. If you complete Vow 20 times on your Hunter and then switch to farming on your Titan, your Titan starts from zero BLP progress—it doesn't inherit or share your Hunter's accumulated bad luck protection.

BLP Progression Example: Single Character
  • • Clear 1: 5% chance
  • • Clear 2: 8% chance (5% + 3% BLP)
  • • Clear 3: 11% chance
  • • Clear 10: 32% chance
  • • Clear 20: 62% chance
  • • Clear 30: 92% chance (near-guaranteed)
Multi-Character Farming Efficiency

Running the raid on three characters per week gives you three independent rolls at the exotic, each with its own BLP progression. Week 5 probabilities with 3% BLP:

  • • Hunter (5 clears): 20% chance
  • • Titan (5 clears): 20% chance
  • • Warlock (5 clears): 20% chance
  • • Combined probability: ~49% to get it on at least one character
BLP Reset After Obtaining the Exotic

Once you receive the raid exotic on a character, that character's BLP counter for that specific exotic resets to zero and stops progressing. Your other characters' BLP counters remain unchanged and continue progressing independently. This means if you get Collective Obligation on your Hunter after 12 clears, your Hunter's drop chance returns to the base 5% for any future clears (if attempting duplicates for different rolls), while your Titan and Warlock maintain their current BLP progress.

Chart comparing cumulative drop probability over weeks of farming for 1, 2, and 3 characters, showing optimal farming strategy of 3 characters and 90% probability breakeven point at 6 weeks

Weekly Lockouts & Multi-Character Strategy

Understanding Raid Lockouts for Exotic Farming

Destiny 2 raid lockouts work on a per-character, per-week basis for pinnacle rewards and exotic chances. Each character can complete a raid once per weekly reset (Tuesday at 10 AM Pacific) and have a chance at the raid exotic. Additional completions on the same character during the same week will grant normal loot but will NOT award the exotic and will NOT progress BLP. The lockout resets every Tuesday, allowing you to run the raid again on each character for another exotic attempt.

Optimal Three-Character Farming Strategy

The most efficient raid exotic farming strategy involves running the target raid on all three characters every week. This approach:

  • Triples your weekly exotic chances (three independent rolls instead of one)
  • Builds BLP progress simultaneously on three separate counters, dramatically improving cumulative odds
  • Maximizes your per-week probability of obtaining the exotic before hitting dry streak territory
  • Provides fallback characters if one character gets unlucky, preventing total weekly disappointment
  • Justifies time investment by earning raid loot, spoils, and pinnacles across all characters simultaneously
Time Investment vs. Reward Optimization

Running three raid clears per week represents a significant time commitment—typically 2-4 hours depending on raid difficulty and fireteam efficiency. However, the probability mathematics strongly favor this approach. With 3% BLP increment, a single character farming for 15 weeks reaches ~50% cumulative probability, while three characters farming for 5 weeks reach ~49% combined probability— achieving the same outcome in one-third the real-world time. Use our Raid Drop Calculator to model your specific scenario.

Fireteam Checkpoint Sharing: What Works and What Doesn't
Valid Checkpoint Strategy

You CAN use checkpoints to help your fireteam or alts complete the raid faster by skipping re-clearing early encounters:

  • • Complete raid fully on Character A
  • • Save final checkpoint on alt account
  • • Use checkpoint to start Character B at final encounter
  • • Complete ALL remaining encounters from that point
  • • This counts as a full clear for exotic eligibility
Invalid Checkpoint Exploit

You CANNOT farm the exotic by repeatedly clearing ONLY the final encounter:

  • • Join at final boss checkpoint
  • • Defeat boss and open chest
  • • Return to orbit and repeat
  • • This does NOT count for exotic drops
  • • This does NOT progress BLP counter
  • • Complete waste of time for exotic farming

Cumulative Probability & Expected Clears Analysis

Understanding Cumulative Drop Probability

Cumulative probability answers the question: "What are my total chances of getting the exotic within N clears?" Unlike per-clear probability (which changes with BLP), cumulative probability accounts for all your attempts and the increasing odds from BLP progression. The formula is: P(at least one) = 1 - ∏(1 - p_i) where p_i is your drop chance on clear i.

This cumulative calculation is critical for realistic expectations. A 5% per-clear rate doesn't mean you're "guaranteed" the exotic in 20 clears—that's the gambler's fallacy. Instead, with BLP progression, you have approximately 85-90% cumulative probability after 20 clears with typical 3% BLP increment. Understanding this distinction prevents frustration and helps set appropriate expectations for your exotic grind.

Probability Progression Tables

Clear NumberDrop Chance This ClearCumulative ProbabilityChance NOT to Have It Yet
Clear 15.0%5.0%95.0%
Clear 517.0%22.6%77.4%
Clear 1032.0%48.2%51.8%
Clear 1547.0%72.8%27.2%
Clear 2062.0%89.3%10.7%
Clear 2577.0%96.8%3.2%
Clear 3092.0%99.2%0.8%
Table 2: Cumulative probability with 5% base + 3% BLP per clear (single character)
Multi-Character Cumulative Probability

When farming on three characters simultaneously, your weekly cumulative probability compounds significantly. The formula becomes more complex: P(at least one across all characters) = 1 - ∏(1 - p_character_i) for each week. This dramatically improves your odds compared to single-character farming.

Week NumberClears Per CharacterPer-Character ChanceWeekly Combined ChanceTotal Cumulative
Week 11 each5%14.3%14.3%
Week 33 each11%29.3%42.1%
Week 55 each17%42.5%65.8%
Week 88 each26%58.7%85.2%
Week 1010 each32%68.8%92.7%
Table 3: Multi-character farming probability (three characters, 3% BLP)
Expected Clears to Obtain Exotic

The "expected value" for clears to obtain a raid exotic with BLP is NOT a simple 1/0.05 = 20 clears calculation. Because your drop chance increases with each clear, the median number of clears is typically lower than the naive expectation. With 5% base + 3% BLP, the median clear count is approximately 12-15 clears, meaning 50% of players will have obtained the exotic by their 12th-15th clear. However, variance means some players get it on clear 1 (lucky 5%) while others require 25-30 clears (unlucky ~5%).

Variance, Dry Streaks & Statistical Outliers

Understanding Dry Streaks Through Probability

A "dry streak" occurs when you go significantly longer than the expected median without obtaining the exotic. With BLP systems, these streaks are less severe than pure RNG (like Destiny 1), but they still happen due to variance. Going 20 clears without the exotic when the median is 12-15 clears feels incredibly unlucky, but it's actually a ~10.7% probability event—meaning roughly 1 in 10 players will experience this.

The BLP system is specifically designed to cap maximum dry streaks. Even in worst-case scenarios, reaching 30+ clears gives you 92%+ per-clear drop chance (with 3% BLP), making it mathematically near-impossible to go beyond 35-40 clears. This protects against the extreme multi-hundred-clear dry streaks that plagued Destiny 1's raid exotics.

Probability of Extended Dry Streaks
Dry Streak LengthProbability of OccurrencePlayer Experience
0-10 clears~51.8%Typical/expected experience
11-15 clears~24.6%Slightly unlucky but common
16-20 clears~12.5%Unlucky, 1 in 8 players
21-25 clears~5.1%Very unlucky, 1 in 20 players
26-30 clears~1.5%Extremely unlucky, 1 in 67 players
31+ clears~0.3%Statistical outlier, 1 in 300+ players
Table 4: Dry streak probability distribution (5% base + 3% BLP)
Psychological Impact of Variance

Understanding probability doesn't eliminate the frustration of unlucky streaks, but it provides perspective. If you're at 18 clears without the exotic, you're in the ~12.5% unlucky group—not an impossible outlier, but also not the median experience. The BLP system guarantees your next few clears have dramatically higher odds (50%+), so persistence is mathematically rewarded. For detailed discussion of variance psychology and how to manage dry streak frustration, see our variance glossary entry.

Optimal Farming Strategies & Time Efficiency

Master Mode vs Normal Mode: Efficiency Analysis

Do Master Raids Have Better Drop Rates?

No. Master mode raids do NOT have increased exotic drop rates compared to Normal mode. Both difficulties share the same 5% base drop rate and identical BLP progression systems. This is a common misconception that wastes countless hours for exotic farmers. Bungie has confirmed in multiple developer interviews and patch notes that raid exotic drop rates are tied to the encounter completion, not the difficulty level.

Master mode raids offer higher-stat armor rolls (typically 63-68 total stats vs 58-63 in Normal), enhanced weapon perks on certain raid weapons, and additional pinnacle rewards. However, for the specific purpose of farming raid exotics, Master mode is strictly LESS efficient because clears take 30-50% longer due to Champion modifiers, match game shields, and significantly higher enemy health pools.

Normal Mode Clear Time Advantage
RaidNormal Mode AvgMaster Mode AvgTime DifferenceEfficiency Loss
Vow of the Disciple45-55 min65-80 min+20-25 min~35% slower
Root of Nightmares30-40 min50-65 min+20-25 min~45% slower
Crota's End25-35 min40-55 min+15-20 min~50% slower
Deep Stone Crypt35-45 min55-70 min+20-25 min~45% slower
Table 5: Normal vs Master clear times (experienced fireteams, 2025 estimates)
Clears Per Week Comparison

Assuming a 4-hour weekly raid session across three characters, you can achieve approximately:

Normal Mode (Optimal)
  • • ~45 minutes per clear average
  • • 5-6 total clears in 4 hours
  • • Can complete all 3 characters comfortably
  • • Extra time for learning/mistakes
  • • Lower stress, higher consistency
  • • Better for LFG groups and sherpas
Master Mode (Suboptimal)
  • • ~70 minutes per clear average
  • • 3-4 total clears in 4 hours
  • • Often can only complete 2 characters
  • • No buffer time for mistakes
  • • Higher stress, more wipes
  • • Requires optimized loadouts and coordination
When Master Mode Makes Sense

Master mode raids are appropriate when you've already obtained the exotic and want to farm for high-stat armor, specific enhanced weapon perks, or the Master mode triumph/seal. For pure exotic farming, always prioritize Normal mode for maximum clears-per-week efficiency. The identical drop rates make Master mode strictly inefficient for exotic acquisition.

Weekly Planning & Time Optimization

Structuring Your Weekly Raid Schedule

Optimal raid exotic farming requires consistent weekly execution. The reset occurs every Tuesday at 10 AM Pacific, giving you seven days to complete three raid runs (one per character) before your exotic chances refresh. Most efficient farmers follow a structured weekly schedule that front-loads raid clears early in the week, leaving weekend time for other activities or additional clears if needed.

Sample Weekly Farming Schedule
  • Tuesday:

    Hunter raid clear (Character 1)

    Complete immediately after reset while LFG pool is most active. Fresh players, high success rate.

  • Wednesday:

    Titan raid clear (Character 2)

    Second clear 24 hours later. Still good LFG availability, less competitive than Tuesday.

  • Thursday/Friday:

    Warlock raid clear (Character 3)

    Complete third clear before weekend. All three weekly exotic chances secured by Friday evening.

  • Weekend:

    Free time or additional carries/sherpas

    With all exotic chances secured, use weekend for other activities, helping friends, or practicing speedruns.

Finding Consistent Fireteams

The single biggest time-saving factor in raid exotic farming is having a consistent fireteam or clan that runs the same raid weekly. Experienced teams with established strategies and callouts can complete raids 30-40% faster than LFG groups. Consider joining a raid-focused clan or creating a dedicated farming group that commits to three clears per week. Many Destiny LFG Discord servers have dedicated exotic farming channels where persistent players coordinate weekly schedules.

LFG vs Clan: Time Efficiency Analysis
FactorLFG GroupsConsistent Clan/Team
Group Formation Time10-30 minutes0-5 minutes (scheduled)
Encounter Clear TimeHighly variableConsistent, optimized
Wipe RecoveryOften leads to group disbandsTeam adapts, persists
CommunicationNew callouts each runEstablished systems
Total Time Per Clear60-90 minutes35-50 minutes

Raid-Specific Farming Efficiency

Which Raids Are Fastest to Farm?

Not all raid exotics require equal time investment. Some raids are significantly faster to clear than others, making them more efficient for farming even with identical drop rates. When choosing which raid exotic to prioritize, consider both the weapon's value to your playstyle AND the time required per clear attempt.

RaidExotic WeaponClear TimeDifficultyFarm Priority
Crota's EndNecrochasm25-35 minEasyHigh (fast clears)
Root of NightmaresConditional Finality30-40 minEasy-MediumHigh (straightforward)
Deep Stone CryptEyes of Tomorrow35-45 minMediumMedium (moderate clear)
Vault of GlassVex Mythoclast40-50 minMediumMedium (classic raid)
Vow of the DiscipleCollective Obligation45-55 minMedium-HardLower (mechanic-heavy)
King's FallTouch of Malice50-65 minHardLower (longest clears)
Table 6: Raid exotic farming efficiency ranking (experienced teams, Normal mode)
Bar chart ranking Destiny 2 raids by farming efficiency, showing clear times, difficulty levels, and optimal farm priority recommendations from Crota's End (fastest) to King's Fall (slowest)
Prioritizing Multiple Exotic Farms

If you're missing multiple raid exotics and want to optimize your farming schedule, prioritize faster raids first. Completing three Crota's End runs (75-105 minutes total) plus three Root of Nightmares runs (90-120 minutes) gives you six total exotic chances in ~3-4 hours. This same time investment might only yield four clears of King's Fall (200-260 minutes), providing 33% fewer exotic attempts. Focus on fast, efficient raids to maximize your weekly exotic chances within your available time budget.

Methodology: Assumptions, Formulas & Calculations

Assumptions for Raid Exotic Drop Calculations

Our raid exotic drop rate calculations and probability models rely on the following core assumptions, which align with community data validation and our published calculation methodology:

1.

Base Drop Rate Consistency

The 5% base drop rate applies uniformly across all current raid exotics unless explicitly stated otherwise by Bungie in patch notes or community data reveals different values. We assume this rate is constant per looted clear and not affected by time of day, day of week, or other hidden variables.

2.

Bad Luck Protection Increment Accuracy

BLP increment values (typically 2-5% per clear) are derived from community data aggregation across thousands of player-submitted clear counts. These values are approximate and may vary slightly between seasons or following Bungie adjustments. We update our calculator when new community data suggests different BLP increments.

3.

Full Raid Completion Requirement

All calculations assume full raid completions from first encounter through final boss. Checkpoint farming, joining at final encounter, or skipping encounters does NOT count for exotic eligibility or BLP progression. Only complete clears advance your exotic chances.

4.

Independent Character BLP Counters

Each character (Hunter, Titan, Warlock) maintains completely independent BLP counters for each raid exotic. Progress on one character does not affect or transfer to other characters. Multi-character probability calculations assume independent probability events.

5.

Weekly Lockout Enforcement

Each character can earn exotic eligibility once per weekly reset (Tuesday 10 AM Pacific). Additional clears on the same character during the same week do not count toward exotic drops or BLP progression. Our time-to-exotic calculations account for this weekly lockout constraint.

6.

No Hidden Pity Systems Beyond BLP

We assume no additional hidden pity mechanics exist beyond the documented BLP system. If Bungie implements undisclosed drop rate buffs after extreme dry streaks (30+ clears), our probability calculations may be conservative estimates. Community data has not revealed evidence of such systems as of 2025.

Critical Assumption Limitations & Edge Cases

These assumptions break down in several scenarios: Bungie may silently adjust drop rates or BLP values in hotfixes without public announcement (rare but documented historically); seasonal events or special raid challenges may temporarily alter drop mechanics; API limitations prevent us from directly confirming individual player BLP counters; extremely unlucky outliers (40+ clears) may have hidden protection systems we cannot measure. Always validate our estimates against current community data and your personal experience. For comprehensive discussion of methodology limitations, see our methodology limitations section.

Formulas & Pseudocode: Probability Calculations

Core Probability Formulas for Raid Exotics

Drop Chance on Clear N (with BLP):

P(drop on clear N) = BASE_RATE + ((N - 1) × BLP_INCREMENT)

Example: Clear 10 with 5% base + 3% BLP:

P(drop on clear 10) = 0.05 + ((10 - 1) × 0.03) = 0.05 + 0.27 = 0.32 (32%)

Cumulative Probability Over N Clears:

P(at least one drop in N clears) = 1 - ∏(1 - p_i) for i = 1 to N

Where p_i is the drop chance on clear i

Multi-Character Weekly Probability:

P(at least one drop across M characters) = 1 - ∏(1 - p_character_j) for j = 1 to M

Where p_character_j is the cumulative probability for character j's current clear count

Expected Clears to Median (50% cumulative probability):

Solve: 1 - ∏(1 - (BASE + (i-1) × BLP)) = 0.50 for N
Pseudocode: Raid Exotic Probability Calculator
function calculateRaidExoticProbability(clears, base_rate, blp_increment) {
  cumulative_probability = 0
  probability_of_not_getting = 1.0

  for i = 1 to clears {
    // Calculate drop chance on this clear with BLP
    current_drop_chance = base_rate + ((i - 1) * blp_increment)

    // Cap at 100% (can't exceed certainty)
    if current_drop_chance > 1.0:
      current_drop_chance = 1.0

    // Update cumulative probability
    probability_of_not_getting *= (1 - current_drop_chance)
  }

  cumulative_probability = 1 - probability_of_not_getting
  return cumulative_probability
}

function calculateMultiCharacterProbability(clears_per_character[], base_rate, blp_increment) {
  overall_probability_of_not_getting = 1.0

  for each character in clears_per_character {
    // Calculate cumulative probability for this character
    char_cumulative = calculateRaidExoticProbability(
      character.clears,
      base_rate,
      blp_increment
    )

    // Multiply probability of not getting across all characters
    overall_probability_of_not_getting *= (1 - char_cumulative)
  }

  overall_probability = 1 - overall_probability_of_not_getting
  return overall_probability
}

function findMedianClears(base_rate, blp_increment, target_probability = 0.50) {
  clears = 1

  while true {
    cumulative_prob = calculateRaidExoticProbability(clears, base_rate, blp_increment)

    if cumulative_prob >= target_probability:
      return clears

    clears += 1

    // Safety limit to prevent infinite loop
    if clears > 100:
      return -1  // Error: couldn't find median within reasonable range
  }
}

function simulateDryStreakProbability(max_streak_length, base_rate, blp_increment) {
  prob_of_reaching_streak = 1.0

  for i = 1 to max_streak_length {
    current_drop_chance = base_rate + ((i - 1) * blp_increment)
    current_drop_chance = min(current_drop_chance, 1.0)

    // Probability of NOT getting it on this clear
    prob_of_reaching_streak *= (1 - current_drop_chance)
  }

  return prob_of_reaching_streak
}
BLP Progression Formula Explanation

The Bad Luck Protection system uses a simple linear increment model: each unsuccessful clear adds a fixed percentage to your next clear's drop chance. Mathematically, this creates a step function where your drop probability increases predictably:

Clear 1: BASE_RATEClear 2: BASE_RATE + BLP_INCREMENTClear 3: BASE_RATE + (2 × BLP_INCREMENT)Clear N: BASE_RATE + ((N-1) × BLP_INCREMENT)

This linear progression ensures predictable improvement and guarantees eventual acquisition, unlike exponential or logarithmic models which could create diminishing returns. With a 5% base and 3% BLP, you reach 50% drop chance at clear 15, 80% at clear 25, and near-certainty by clear 30-35.

Worked Example: Complete Probability Analysis

Scenario: Hunter Farming Collective Obligation

  • Target Exotic: Collective Obligation (Vow of the Disciple)
  • Base Drop Rate: 5%
  • BLP Increment: 3% per clear
  • Current Progress: 12 completed clears, no exotic yet
  • Question: What is the probability of obtaining the exotic in the next 5 clears (clears 13-17)?
Step-by-Step Calculation
Step 1: Calculate Drop Chance on Each Clear
  • • Clear 13: 5% + (12 × 3%) = 5% + 36% = 41%
  • • Clear 14: 5% + (13 × 3%) = 5% + 39% = 44%
  • • Clear 15: 5% + (14 × 3%) = 5% + 42% = 47%
  • • Clear 16: 5% + (15 × 3%) = 5% + 45% = 50%
  • • Clear 17: 5% + (16 × 3%) = 5% + 48% = 53%
Step 2: Calculate Probability of NOT Getting It on Each Clear
  • • Clear 13: 1 - 0.41 = 0.59 (59% chance of NOT getting it)
  • • Clear 14: 1 - 0.44 = 0.56
  • • Clear 15: 1 - 0.47 = 0.53
  • • Clear 16: 1 - 0.50 = 0.50
  • • Clear 17: 1 - 0.53 = 0.47
Step 3: Calculate Cumulative Probability of NOT Getting It Across All 5 Clears

P(not getting it in any of clears 13-17) = 0.59 × 0.56 × 0.53 × 0.50 × 0.47

= 0.0387 (3.87%)

Step 4: Calculate Final Cumulative Probability

P(getting it in at least one of clears 13-17) = 1 - 0.0387

= 0.9613 = 96.13%

Answer: The Hunter has a 96.13% probability of obtaining Collective Obligation within the next 5 clears!

Multi-Character Extension of This Example

If this player also has a Titan with 8 clears and a Warlock with 5 clears (both without the exotic), we can calculate the probability of getting Collective Obligation on at least one character in the next week (one clear per character):

  • Hunter (clear 13): 41% drop chance
  • Titan (clear 9): 5% + (8 × 3%) = 29% drop chance
  • Warlock (clear 6): 5% + (5 × 3%) = 20% drop chance

Combined weekly probability calculation:

P(at least one character gets it) = 1 - [(1-0.41) × (1-0.29) × (1-0.20)]

= 1 - [0.59 × 0.71 × 0.80]

= 1 - 0.3353

= 0.6647 = 66.47% chance next week!

Edge Cases & Special Scenarios

Checkpoint Farming Attempts (Why They Fail)

Edge Case: What happens if I complete 90% of the raid, return to orbit at the final boss, then rejoin at the boss checkpoint the next day and complete it?

Result: This does NOT count as a valid clear for exotic eligibility. Bungie's system tracks full raid completion in a single session (or across sessions using the same checkpoint progression). Returning to orbit and rejoining a checkpoint, even from your own save, breaks the completion chain. You must complete all encounters in sequence without skipping or resetting for the clear to count toward exotics and BLP.

Exception: If you disconnect or crash mid-raid and rejoin the SAME fireteam at their current checkpoint within ~5 minutes, Bungie's system typically maintains your completion tracking. This is a rare edge case and not reliable for farming.

Cross-Class Farming & Alt Character Swapping

Edge Case: Can I start a raid on my Hunter, complete 3 encounters, swap to my Titan, complete the remaining encounters on Titan, and have it count for my Titan's BLP?

Result: No. The raid completion tracking is per-character for the entire raid. If you swap characters mid-raid, only the character that completes the final encounter gets credit for loot and exotic eligibility, but that character must have completed all prior encounters on that same character for BLP progression. Swapping mid-raid does not advance BLP and is not an efficient farming strategy.

Master Mode Challenges & Difficulty Modifiers

Edge Case: If I complete a Master mode raid with all challenge triumphs active, do I get increased exotic drop rates?

Result: No. Challenge triumphs and Master difficulty do not increase raid exotic drop rates. These modifiers provide additional rewards (emblems, shaders, high-stat armor) but have no impact on exotic acquisition. The drop rate and BLP system are identical across Normal mode, Master mode, and any challenge configurations.

Weekly Reset Timing & Partial Progress

Edge Case: If I start a raid 30 minutes before weekly reset and complete it 30 minutes after reset (spanning the reset time), which week does it count for?

Result: The raid completion counts for the week in which the final boss is defeated. If you kill the boss after reset, it counts for the new week. However, this is risky because if your fireteam had already completed the raid that week before reset, they may not get pinnacle rewards (though exotic eligibility should still work). Always complete raids well before reset to avoid edge case bugs.

Common Mistakes & How to Avoid Them

Critical Errors That Waste Hundreds of Hours

Attempting Checkpoint Farming for Raid Exotics

The single most common and devastating mistake: players spend hundreds of hours farming final boss checkpoints thinking they have exotic chances, when in reality checkpoint farming awards ZERO exotic drops and ZERO BLP progression. Only full raid completions count. Verify your clears are complete from start to finish before assuming you're making progress toward the exotic.

Running Master Mode for "Better Drop Rates"

Master mode raids have identical exotic drop rates to Normal mode. Players waste 30-50% more time per clear completing Master mode under the false assumption that difficulty increases drop chances. Always farm Normal mode for maximum clears-per-week efficiency unless you specifically need Master mode rewards (high-stat armor, specific perks, triumphs).

Not Farming on Three Characters Weekly

Single-character farming takes approximately 3× longer (in real-world weeks) to achieve the same cumulative probability as three-character farming. Players who only run raids on one character miss out on 66% of their potential weekly exotic chances. Even if you main one character, leverage all three for raid exotic farming to dramatically reduce expected time to acquisition.

Misunderstanding Cumulative Probability

Believing "5% drop rate means I'm guaranteed the exotic in 20 clears" is the gambler's fallacy. Even at 20 clears, you have ~10-15% chance of still not having the exotic (with BLP). Cumulative probability approaches but never reaches 100%. Set realistic expectations: 50% by ~12-15 clears, 90% by ~20-25 clears, 99% by ~30-35 clears.

Inconsistent Weekly Farming (Skipping Weeks)

BLP progress only advances when you complete raids. Skipping weeks doesn't hurt your BLP counter, but it dramatically extends your real-world time to acquisition. A player who completes 3 clears every week for 8 weeks (24 total clears, ~95% cumulative probability) will get the exotic much faster than a player who completes 3 clears sporadically over 20 weeks. Consistency is key for efficient farming.

Joining Raids at Final Encounter for "Loot"

Joining LFG groups that start at the final boss checkpoint is efficient for weapon farming or weekly pinnacles, but it completely wastes your exotic chance for that week on that character. If your goal is the raid exotic, NEVER join at final encounter—always complete the full raid from the beginning. Prioritize full-clear LFG groups or clan runs.

Psychological Pitfalls: Variance & Motivation

Raid exotic farming is a marathon, not a sprint. Going 15-20 clears without the exotic is statistically normal (~25% of players experience this) but feels incredibly discouraging. Many players quit farming right when their BLP has reached the highest values (40-50% per-clear chance), missing out on near-guaranteed drops. Trust the mathematics—if you're at 18 clears, your next 5 clears have a combined ~95% cumulative probability. Persistence through variance is what separates successful exotic farmers from players who give up early. For detailed discussion of variance psychology and dry streak management, see our variance glossary entry.

Essential Resources & Tools

Conclusion: Mastering Raid Exotic Farming

Raid exotic farming in Destiny 2 is a test of persistence, strategy, and mathematical understanding. By mastering the Bad Luck Protection system and its linear increment mechanics, optimizing your weekly schedule for three-character farming, prioritizing faster raids for maximum clears-per-week, and avoiding common pitfalls like checkpoint farming or Master mode inefficiency, you can dramatically reduce your expected time to obtain any raid exotic from potentially months to just 5-10 weeks of consistent effort.

The key insight from this guide: persistence is mathematically rewarded. Unlike pure RNG systems, Destiny 2's BLP ensures that every unsuccessful clear brings you measurably closer to success. A player at 15 clears isn't "unlucky forever"— they're sitting at 45-50% per-clear drop chance, meaning their next few attempts have near-coin-flip odds. Understanding this progression transforms frustrating dry streaks into motivation to push through the final few clears before near-guaranteed success.

Most importantly, approach raid exotic farming as a long-term goal rather than a short-term grind. Set realistic expectations using our probability calculator, track your progress across characters, and celebrate incremental BLP advancement even when the exotic doesn't drop. The mathematics guarantee eventual success—it's simply a matter of consistent execution. Use our Raid Drop Calculator to model your specific farming plan, and remember that variance is temporary while BLP is permanent. Good luck, Guardian, and may RNG favor your final boss encounters.

Published:
Last updated:
Reviewed by: Senior PvE Analyst

Destiny 2 Raid Exotic FAQ

Related Destiny 2 Guides & Resources

Article Information

Published: November 4, 2025

Last Updated: November 4, 2025

Category: Destiny 2 Guides, Raid Exotic Farming, PvE Optimization

Topics: Drop Rates, Bad Luck Protection, Cumulative Probability, Farming Strategies, Multi-Character Optimization

Word Count: 3,892 words