The Universal Realtime
AI Cloud
One API for Text, Vision, and Video. Deploy AI generated optimised kernels for max throughput and leverage cost and latency optimised cloud aggregation for your workflows.
Kernel Forge
AI Generated Optimised Kernels
Intelligent Cloud
Cost & Latency Optimised Aggregation
OneInfer API
Unified Model Access
Smart Endpoints
Serverless & Dedicated GPUs
Cost and Latency
Optimised Aggregation.
Stop overpaying for component APIs. Use our Smart Aggregator to automatically route traffic to the cheapest or fastest provider for every request, reducing costs by up to 60%.
Smart Routing
Route simple queries to Llama-3-8B and complex ones to GPT-4o automatically.
Multimodal Chaining
Pipe text descriptions directly into Image Generation endpoints in one request.
Don't just run models.
Optimize them.
Our autonomous agents generate custom Triton and CUDA kernels tailored to your specific hardware, unlocking up to 10x inference speedups.
Auto-Generated Kernels
Submit a `GenerateKernelRequest` and our specialized agents write optimized Triton code for your operation graph.
@triton.jit
def fused_attention_kernel(
Q, K, V, sm_scale,
L, M,
Out,
stride_qm, stride_kn,
BLOCK_M: tl.constexpr, BLOCK_N: tl.constexpr
):
# Optimized memory access pattern
# ...
Code for Builders
From simple completions to complex low-level kernel optimizations.
// Request Automated Kernel Optimization
const kernel = await client.kernels.optimize({
name: "fused_attention_block",
target_hardware: "NVIDIA_H100",
graph: modelGraph, // your PyTorch/ONNX graph
constraints: {
max_latency_ms: 10,
precision: "fp8"
}
});
// Deploy the generated optimized kernel
await client.endpoints.deploy({
model_id: "my-custom-model",
kernel_id: kernel.id, // 10x throughput boost
replicas: 2
});Why Choose oneinfer?
Everything you need to integrate AI into your applications, with enterprise-grade reliability and developer-first design.
Zero Maintenance
Focus on building, not on infrastructure. We handle scaling, updates, and reliability.
- •Automatic scaling based on demand
- •99.9% uptime SLA guarantee
- •Zero-downtime deployments
Model Flexibility
Switch between Claude, GPT-4, Llama, and more with just one parameter change.
- •15+ LLM providers supported
- •Unified API interface
- •Instant model switching
TypeScript Ready
Built for Next.js with full TypeScript support and intelligent autocompletion.
- •Full type definitions included
- •IntelliSense support
- •Runtime type validation
Edge Deployment
Deploy to Vercel Edge, Cloudflare Workers, or any serverless environment.
- •Sub-50ms global latency
- •Auto-scaling to zero
- •Edge-optimized runtime
Enterprise Security
Bank-level encryption with SOC 2 compliance and detailed access logs.
- •SOC 2 Type II certified
- •End-to-end encryption
- •Audit logs & compliance
Transparent Pricing
Pay only for what you use, with automatic volume discounts as you scale.
- •No hidden fees or markups
- •Volume-based discounts
- •Detailed usage analytics
Ready to experience the difference?
How It Works
Get up and running with oneinfer in just three simple steps. No complex configuration or lengthy setup required.
Install the SDK
Get started in under a minute with our TypeScript-native SDK.
npm install oneinferInitialize the Client
Create a type-safe client with your API key.
import { OneinferClient} from 'oneinfer';
const client = new OneinferClient({
apiKey: process.env.NEXT_PUBLIC_ONEINFER_KEY,
});Make API Calls
Access any model with a unified, consistent interface.
const response = await client.complete({
model: 'claude-3', // Or 'gpt-4', 'llama-3', etc.
prompt: 'Explain quantum computing simply',
maxTokens: 500,
});
console.log(response.text);Ready to start building?
Join thousands of developers already using oneinfer to power their AI applications.
The Universal Cloud for AI Inference
OneInfer is the premier decentralized cloud platform designed specifically for the rigorous demands of modern AI workloads. By aggregating massive GPU compute power from data centers worldwide, we offer a serverless inference layer that is both cost-efficient and highly scalable.
Our platform supports all major AI frameworks including PyTorch, TensorFlow, and ONNX. Whether you are deploying Large Language Models (LLMs) like Llama 3 and Mistral, or running complex Stable Diffusion pipelines, OneInfer handles the infrastructure so you can focus on building intelligent agents.
Why Developers Choose OneInfer
- Zero Cold Starts: Our optimized container orchestration ensures your models are ready the moment your request hits our API.
- Granular Billing: Stop paying for idle time. Our per-second billing model can reduce inference costs by up to 70% compared to traditional cloud providers.
- Enterprise Security: With SOC2 Type II compliance (in progress) and end-to-end encryption, your proprietary model weights and user data remain secure.
Ready to Transform Your AI Development?
Join thousands of developers who are building faster with the oneinfer.