Technology Layout Optimizer ML/RUST

NMS Optimizer: Tech Layout & Adjacency Bonus Calculator

Screenshot of NMS Optimizer application showing a starship technology grid with optimized module placement

Welcome to the NMS Optimizer, a 100% free, ad-free, and open-source tool designed to help you find the absolute best technology layouts in No Man's Sky. Stop guessing where to place your S-Class and X-Class upgrade modules. Pick your platform, select your tech, mark your supercharged slots, and let our calculator instantly generate a layout that maximizes your DPS, maneuverability, and hyperdrive range.

An optimized layout typically scores 15-20% higher than what most players can arrange by hand.

Maximize Adjacency Bonuses & Supercharged Slots

Finding the perfect tech layout in NMS means balancing two complex game mechanics across millions of possible permutations (up to ~8.32 × 10⁸¹ for a full grid!):

Our layout builder tests thousands of configurations in milliseconds to find the perfect balance between your core technologies, your highest-rolled X-Class upgrades, and your unique supercharged slots.

Supported Platforms & Equipment

The NMS Optimizer provides dynamic solving and hand-curated recommended builds for every major equipment type in the game:

Powered by AI & Advanced Algorithms

We don't just guess. The NMS Optimizer engine uses a sophisticated pipeline to guarantee the best results:

  1. Pattern Matching: We start with hand-tested, community-proven arrangements.
  2. Machine Learning (AI): A TensorFlow neural network, trained on over 16,000 high-scoring layouts, predicts the smartest placements for your supercharged slots.
  3. Simulated Annealing: Our lightning-fast backend, built in Rust, rapidly swaps modules to climb toward the highest possible stats.

Privacy-First & Community Driven

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