Luminal compiles AI models to give you the fastest, highest throughput inference in the world.
Unlike runtime inference engines that interpret models dynamically, Luminal compiles your model ahead of time into optimized native code for GPUs and ASICs, eliminating every layer of overhead.
Models are lowered to a minimal graph intermediate representation, a pure dataflow graph with no framework overhead.
The compiler applies fusion, tiling, memory planning, and scheduling passes tuned for each target, GPUs and ASICs.
Final code is emitted directly to GPU kernels or ASIC instructions with no excess runtime overhead.
Luminal dynamically schedules and load-balances inference workloads at any scale, from single accelerators up to large clusters of heterogeneous compute nodes, minimizing latency and maximizing throughput by optimizing inference topologies on-the-fly.
Inference across CPUs, GPUs, and ASICs deliver maximum throughput and superior TCO.
Continuously monitors utilization across every node and redistributes work in real time to eliminate bottlenecks and hotspots.
Nodes are dynamically booted and shutdown as workloads fluctuate, meeting peak loads without excess idle capacity.
Our compiler-first approach eliminates runtime overhead entirely. Models compiled by Luminal consistently outperform existing inference engines by 2-3x on standard benchmarks.
Managed serverless inference. Deploy in minutes, scale automatically, and only pay for what you use.
Run Luminal on your own infrastructure with dedicated support and enterprise-grade security.
Get early access to the fastest AI inference platform in the world.