MONETIZATION UTILITY · SHEET 10

Economy Inflation &
Whale Spend Simulator.

Virtual economies must support high-capacity spending to scale blended LTV. Calculate the mathematical spend ceilings across progression tiers, collection gachas, and live operations sinks.

This is for product and economy designers who need to know whether their virtual economy can absorb high-spend users before scaling UA against them. Run it when evaluating a new title's monetization depth or deciding whether to invest in deeper progression, gacha, or LiveOps systems. A low spend ceiling caps blended LTV regardless of how well acquisition performs.

FILE · CEILING_10

Economy Inputs

01 · Content Progression Levels
02 · Avg Level Base Cost ($) $
03 · Progression Cost Inflation %
05 · Loot Box Pull Cost ($) $
06 · Pulls to Complete Meta
07 · Monthly LiveOps Sink Cap $

Economy Simulator Outcomes

Total Spend Ceiling
$0
Max theoretical spend capacity for a single top subscriber
Progression Ceiling
$0
Sum upgrade cost to max out content levels
Gacha & Collection Sinks
$0
Theoretical spend required to max out collection meta
SPEND ceiling DECOMPOSITION: VIRTUAL SINK CAPACITIES
Progression levels
Gacha Collection
LiveOps Speed-ups (12mo)
WHALE SPEND TRAJECTORY: CUMULATIVE VALUE OVER 180 DAYS

The architecture of spend capacity.

Product teams struggle to scale LTV when their virtual store layout prevents committed users from spending. Deepening meta-collections solves this structural bottleneck.

CONTENT DEPTH

Progression Inflation Loops

Base level costs must scale non-linearly. Without compound inflation (e.g. 1.5% to 2% per level), upgrade cost remains flat, meaning a 300-level game caps out progression spends too early.

Sink Optimization: Inflation loops
DUPLICATE MERGING

Gacha Dupe Multipliers

Cosmetic items have a flat collection ceiling. Progression gachas (requiring duplicate card merges to upgrade hero tiers) multiply the effective spend sink by 2.5x, capturing whale intent.

Sink Optimization: Merge Multipliers
RECURRING SINKS

LiveOps Speed-up Sinks

Content boundaries can be bypassed. Highly engaged users buy time (energy refills, skip timers, passes). Recurring monthly sinks build a linear spend trajectory that prevents content exhaustion.

Sink Optimization: Time purchases
IRR Reinvestment

The Scale-Ready Hurdle

To scale marketing budgets against competitive bidding auctions, cohort LTV must have space to grow. Products with spend ceilings below $5,000 cannot scale UA because their CAC caps out too early.

Sink Optimization: Scale Thresholds
VIRTUAL ECONOMY & MONETIZATION METRIC AUDIT

Deepen your economy sinks and scale LTV limits.

App economies regularly cap user spend potential, capping LTV ceilings. We audit virtual store layouts, design progression inflation models, configure character-merge systems, and build recurring LiveOps sinks to double spend limits.

FAQ

Common questions.

What does this calculator do?

It determines the structural spend ceiling of your game's virtual economy by decomposing progression, gacha/collection, and recurring LiveOps sinks, then classifies the economy's capacity to scale whale LTV, from Critically Capped up to Infinite Sink.

What inputs do I need?

Content progression levels, average level base upgrade cost, progression cost inflation rate, gacha collection sink type (none, cosmetic, or progression core), loot box pull cost, pulls required to complete the meta, and your monthly LiveOps sink cap. Genre benchmark presets are available for hypercasual, hybridcasual, casual, midcore, and social casino titles.

How is the structural spend ceiling calculated?

The progression ceiling sums a geometric series of level costs compounding at your inflation rate. The gacha ceiling multiplies pulls by pull cost by a duplicate multiplier (0x for no gacha, 0.5x for cosmetic-only, 2.5x for progression-core merges). The LiveOps ceiling is your monthly sink cap projected over 12 months. The three are summed into a total spend ceiling, which is then classified into a depth rating.