ParityFast

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ParityFast is a lightweight Fabric optimization mod for Minecraft 1.14.4.

It optimizes selected vanilla helper paths used by math, random, lookup, and position-related code. The mod is designed to preserve vanilla-compatible behavior while reducing overhead in specific hot paths.

ParityFast does not claim to improve every server, every world, or every workload. Performance impact depends on the world, entity count, tick load, installed mods, JVM, and hardware.

Optimized Areas

ParityFast currently targets:

• MathHelper sine/cosine lookup behavior verified against vanilla table values
• Selected exact helper methods such as floor, ceil, sqrt, abs, clamp, lerp, wrapping, angle, color, hash, and binary-search helpers
• Selected BlockPos encode/decode and offset helper paths
• Selected direction lookup helpers
• Random handling paths designed to preserve vanilla sequence behavior where applicable
• Cached enum/list/hash lookups used by entity ticking, chunk tickets, and block-neighbor checks

Benchmarks

These benchmarks show one synthetic stress scenario, not a general performance guarantee.

Tested on a superflat world with a high entity count (roughly 200), active random ticking, and /gamerule randomTickSpeed 5000. Tested using Carpet /tick health.

Metric	Vanilla	ParityFast	Difference
Avg MSPT	48.46ms	39.97ms	-17.5%
Block Tick Time	20.90ms	12.97ms	-37.9%
Entity Tick Time	15.55ms	15.83ms	roughly unchanged

Results may vary depending on workload, hardware, JVM settings, and other installed mods.

Test Environment

• Minecraft 1.14.4
• Fabric
• Ryzen 9 9950X3D

Vanilla Parity

ParityFast keeps Java Random's vanilla 48-bit LCG algorithm instead of switching to Java 17 LXM or SplitMix. When possible, it copies the existing random seed and continues from the same state.