Inference Endpoints — Tscale | Fast, Affordable, Auto-Scaling AI Inference
/ INFERENCE

Fast, affordable, auto-scaling AI inference

Built for efficiency, our inference service is built on auto-scaling GPU compute, optimised at every layer for both batch and streaming workloads.

Performance

+40% EFFICIENCY
Improved resource utilisation

Up to 40% improvement on efficiency

7.2X FASTER
On throughput and latency

GPUs with UCMM tuning improves throughput and latency by up to 12x

80% LOWER COST
More performance for less

Tscale delivers an average 80% cost-to-train in comparison to hyperscalers.

30% FASTER
On time to insights

Tscale Cloud accelerates time to insights by up to 30%. Faster to the agenticised stack.

Easily access optimised inference frameworks

Ready-to-use integrations with TensorFlow Serving, PyTorch, and ONNX Runtime for high-speed inference. Our model optimisation techniques ensure reduced latency and improved performance without sacrificing accuracy.

Dedicated endpoints for 100+ open-source models

With Inference Endpoints, easily deploy Transformers, Diffusers or any custom model on dedicated, fully Managed Slurm. Access 100+ models, optimised with Tscale’s proprietary software for maximum performance.

Built on high-performance GPU compute

Our inference service is built on the latest GPU accelerators. Combined with high-speed networking and fast storage, we deliver unmatched computational power for batch and streaming AI workloads.

Performance & Scalability

Auto-scaling GPU compute in our tiered architecture. Grow your AI’s being served or speed while effectively utilising all of its allocated resources.

Purpose-built Stack

Get all the cost and performance benefits of a fully integrated infrastructure stack, purpose built for AI workloads of all scales.

No Integration Hurdles

No rate flexibility limits. Take advantage of pre-configured software or easily integrate with your own tools and workflows.

Get access to a fully integrated suite of AI services and compute

Reduce costs, grow revenue, and run your AI workloads more efficiently on a fully integrated platform. Whether you’re using Tscale’s built-in AI/ML tools or your own, our platform is designed to simplify the journey from development to production.

Libraries

Marketplace

Pre-configured Software · Pre-configured Frameworks

Job Management

Training

Container Orchestration

Optimized Libraries

Optimized Compiler and Tools

Optimized Runtimes

Models

Sovereign

Model Sovereignty · Backed by complete control

/ GPU COMPUTE

Access thousands of GPUs tailored to your needs

Reserve GPUs