
ParityFast
Vanilla parity math, random, and lookup optimizations aimed to increase server performance
About this Mod

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:
MathHelpersine/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
BlockPosencode/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.
Available Versions
How to Install ParityFast on Your Server
Order Server
Order a Minecraft Java server with at least 3 GB RAM (4 GB recommended).
Set fabric Loader
In the panel under "Egg", select the fabric loader and matching Minecraft version (1.14.4).
Install Mod
Open the mod browser in the dashboard and search for "ParityFast". Click "Install" – done! Alternatively, upload the .jar via SFTP to the /mods folder.
Compatibility
Mod Loaders
Minecraft Versions
1.14.4
Server-side
✓ RequiredRecommended RAM
4 GB(min. 3 GB)Frequently Asked Questions
ParityFast server crashes on startup – what to do?
Most common cause: wrong fabric version or insufficient RAM. Check the server log (latest.log) for "OutOfMemoryError" or "Mixin" errors. With Mado Hosting: ensure at least 3 GB RAM is allocated and the loader matches the mod version (1.14.4). You can switch loaders with one click in the panel.
Is ParityFast compatible with fabric?
ParityFast officially supports fabric for Minecraft 1.14.4. The Mado dashboard automatically detects incompatible loader combinations.
Server lagging with ParityFast – how to optimize performance?
Recommended RAM: 4 GB (per 8 players). Use /spark profiler to check if ParityFast consumes the most tick time. Common fixes: reduce server view-distance to 8-10, install "performant" or "starlight" as supplementary mods on Forge. With Mado Hosting, your server runs on NVMe SSDs with dedicated CPU cores for minimal latency.
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Rent Modded Server
Install ParityFast with just one click on your server.