RTP Analyzer - Clockwork Labs v1.1.0

What This Is

RTP Analyzer (Clockwork Labs) is a standalone desktop tool for verifying the actual mathematical behavior of slot machines and reel-based games.

It consumes your slot definition data and produces deterministic, auditable reports covering RTP, hit rates, payout distribution, and volatility characteristics.

This is not a simulator for fun.
It is an analysis instrument built to answer one question:

“Is the math doing what we think it’s doing?”

Why This Exists

Slot math fails silently.

Most errors don’t crash.
They don’t show up in playtests.
They surface later as distorted RTP, unreachable wins, or unexpected volatility.

RTP Analyzer exists to make those failures visible before a game ships.

What the Tool Does

• Runs deterministic analysis on slot definitions

• Calculates total RTP and contribution breakdowns

• Measures hit rate and payout distribution

• Identifies skew, dead zones, and unintended volatility

• Produces repeatable, auditable output suitable for review

All results are deterministic and reproducible from the same inputs.

What This Tool Replaces

RTP Analyzer replaces:

• Ad-hoc simulation scripts

• Manual spreadsheet math

• Late-stage “why does this feel wrong?” debugging

• Rebuilding internal tools for every project

It exists to be the final verification step before release.

Where This Fits in a Pipeline

A typical validation flow:

1. Define symbols, reels, paylines, and rules

2. Validate structure and constraints

3. Inspect outcomes and win logic

4. Analyze RTP and distribution with RTP Analyzer

This tool is designed to be used after definitions are “correct” — when correctness is no longer the question, and math is.

What This Tool Does NOT Do

• It does not design your paytable

• It does not guarantee profitability

• It does not replace regulatory certification

• It does not hide assumptions or auto-correct math

RTP Analyzer reports facts.
Interpretation remains your responsibility.

Output

The analyzer produces deterministic reports including:

• Total RTP

• RTP contribution by feature or category

• Hit rate and payout frequency

• Distribution shape and volatility indicators

Reports are suitable for:

• internal review

• documentation

• audits

• long-term reference

Technical Details

• Engine: Godot 4.5

• Language: GDScript

• Distribution: Single executable (embedded PCK)

• No runtime dependencies

• No internet required

• No analytics

• No DRM

Runs offline and independently of any engine.

Who This Is For

• Slot machine developers

• Casino game studios

• Math designers

• Technical directors

• Toolchain engineers

If you ship reel-based games and care about math correctness, this tool is for you.

Design Philosophy

Clockwork Labs tools are built on:

• Determinism

• Transparency

• Auditability

• Frozen-core systems

• Infrastructure over hype

This tool was built for internal use first, and then made available.