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LootCalcProbability, progress, and resource calculators

Build a scenario from a documented rule or values you can verify in game. LootCalc separates fixed-rate math, guarantees, progress counters, costs, and full-cycle timing so an estimate does not masquerade as private account data or a guaranteed outcome.

Example scenarios

What the calculators tell you

Inspectable
Apex Heirloom · 240 eligible packs
260 packs to guarantee
Minecraft · 5% drop, 45 attempts
≈90% at least once
Any drop · 1% chance, 100 tries
≈63% at least once
OSRS Barrows · 6 brothers killed
1/17.42 unique roll
Apex · 499 packs, no Shards yet
guarantee on next pack

Source and model boundaries

Inputs, formulas, assumptions, caveats, and update dates are visible right on the page, so you can check the math yourself.

What LootCalc is designed to show

LootCalc turns user-provided inputs and documented game rules into probability, expected-value, and pace estimates. The useful part is not a claim that the site knows everything; it is being able to see what the result assumes and change the inputs when your situation differs.

Inputs stay visible

A useful result starts with values you can inspect. Calculators show the rate, count, time, cost, or target that drives the output instead of presenting hidden account data as known.

Math has a stated model

Probability and expected-value pages explain the formula and its boundaries. A fixed independent rate, a guarantee, and a progressive pity curve are treated as different models.

Sources belong beside claims

Formula-changing mechanics should link to a public source and carry a verification date. If a reliable source is unavailable, the value should be an editable assumption rather than a certainty claim.

Limits are part of the answer

LootCalc cannot read private game accounts, predict a single RNG outcome, or guarantee that an old seasonal value is still current. Pages should say when those limits matter.

Supported Games & Tools

Use versioned probability, resource, batch-accounting, and progress tools across OSRS, WoW Delves, Diablo 4 Helltide, Path of Exile mapping, Warframe Relics, Escape from Tarkov raids, Borderlands 3 drops, and more.

Chaos Zero Nightmare Season 2 Save Data tools for final-state counts, deck costs, and separate team budgets

Chaos Zero Nightmare

  • Final-state Save Data count against your displayed cap
  • Monster grades, Divine, removals, refinements, and duplicates
  • Separate character budgets with no cross-character pooling
Diablo IV Helltide artwork for the input-driven cinder resource planner

Diablo IV

  • Current on-screen costs as inputs
  • Budget, shortfall & remaining cinders
  • User-defined value and full-session time
Path of Exile artwork for the versioned map batch accounting calculator

Path of Exile

  • Observed or what-if batch totals
  • Direct costs, losses & break-even
  • Versioned value and full-session time
Warframe Relic artwork for the current-input squad probability calculator

Warframe

  • One current chance per displayed Relic
  • Mixed-squad complement probability
  • Repeated-run thresholds and full time
Apex Legends calculators for pack probability, heirloom pity, and battle pass planning

Apex Legends

  • EA 0.045% minimum-rate estimate
  • 500 eligible-pack guarantee tracker
  • Input-driven Battle Pass pace planner
Lost Ark honing scenario tool with user-entered success chance and costs

Lost Ark

  • User-entered current success chance
  • Optional guarantee boundary
  • Your material and currency valuation
Destiny 2 raid exotic scenario tool with user-entered probability and eligibility notes

Destiny 2

  • User-entered fixed or changing rate
  • Eligible-attempt and source notes
  • No weapon-specific hidden preset
Minecraft versioned loot-table scenario tool with user-entered weights or direct probability

Minecraft

  • Edition/version and table-path notes
  • Simple fixed-roll weighted-pool mode
  • Direct probability for complex tables
Borderlands 3 drop scenario tool using a user-entered rate and measured route time

Borderlands 3

  • User-entered target probability
  • Optional conditional variant chance
  • Measured full-cycle farm time
Escape from Tarkov raid scenario tool using user-entered target and extraction assumptions

Escape from Tarkov

  • User-entered target find chance
  • Conditional extraction probability
  • Measured full-cycle time and target contribution
Elden Ring effective drop-rate scenario tool with version and setup provenance

Elden Ring

  • User-entered effective probability
  • Regulation and setup provenance notes
  • Equivalent checks and full-cycle time

Calculator Features

Features vary by game, but the evidence boundary and the inputs that drive a result should remain visible.

🔗

Visible source boundary

A documented game rule links to its source. Unknown rates, prices, and route times remain editable inputs instead of hidden defaults.

💰

Scenario values stay editable

Tools that use costs, values, or timing ask for values that match your version and complete measurement boundary. LootCalc does not claim a universal live price feed.

📊

Model-specific outputs

Fixed independent trials, hard guarantees, capped budgets, and deterministic progress use different models. A page states which one applies and what it excludes.

🧮

Reproducible states

Many calculators provide a copyable URL for their current inputs. Invalid, incomplete, and guarantee-boundary states return an explanation instead of a plausible-looking number.

Recent Updates & Guides

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Frequently Asked Questions

How accurate are the calculations?

LootCalc documents the formula, assumptions, source notes, and update date on major calculators. Results are estimates for long-term planning, and real runs can vary because loot systems are random.

What games are currently supported?

Core tools cover OSRS, World of Warcraft, Diablo 4, Path of Exile, Warframe, Minecraft, Borderlands 3, Escape from Tarkov, Elden Ring, Destiny 2, Lost Ark, FFXIV, Apex Legends, RAID: Shadow Legends, Genshin Impact, and Chaos Zero Nightmare.

Is LootCalc free to use?

Yes. The calculators are free, work in the browser, and do not require account creation or a paywall.

Where do the data snapshots come from?

Each calculator identifies its source boundary. Fixed mechanics link to a public source where one is available; unknown rates, prices, and timing stay editable and should carry the user's own provenance notes.

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