Everything you need to build, deploy, and scale AI applications. From serverless inference to dedicated GPU clusters.
Our infrastructure is purpose-built for AI inference, delivering unmatched performance at every scale.
Run any model via API with zero infrastructure management. Auto-scales from zero to thousands of GPUs in seconds.
Private GPU clusters with guaranteed capacity. H100 and H200 GPUs with custom configurations and enterprise SLAs.
Customize any model on your data. LoRA, QLoRA, and full fine-tuning with automatic evaluation and one-click deployment.
Process millions of requests asynchronously at 50% lower cost. Perfect for data labeling and offline evaluation.
Build autonomous agents with tool calling, memory, and multi-agent orchestration on our optimized inference stack.
Native function calling support across all models. Define tools with JSON schemas and let models decide when to use them.
Guaranteed JSON output matching your schema. No more parsing errors or retry loops — get valid structured data every time.
Generate embeddings at scale with state-of-the-art models. BGE-M3, E5-Mistral, and custom embedding models supported.
Generate images with Stable Diffusion 4, FLUX.2, and more. Sub-second generation with custom LoRA support.
Our custom infrastructure stack is optimized at every layer for maximum inference throughput.
Hand-optimized CUDA kernels for attention, MLP, and normalization layers. 3-5x faster than standard implementations for transformer architectures.
Our SpecServe system dynamically selects draft models based on prompt characteristics, achieving 2-3x speedup without quality loss.
Our serving engine uses iteration-level scheduling to maximize GPU utilization. New requests join running batches without waiting.
Models deployed across 12 regions worldwide with intelligent routing. Requests are served from the nearest available cluster.
OpenAI-compatible APIs, comprehensive SDKs, and tools that make building with AI a joy.
Drop-in replacement for OpenAI's API. Migrate your existing applications in minutes without changing a single line of business logic.
curl https://api.infergrove.com/v1/chat/completions \ -H "Authorization: Bearer ig-..." \ -H "Content-Type: application/json" \ -d '{ "model": "meta-llama/Llama-4-Scout-109B", "messages": [ {"role": "system", "content": "You are helpful."}, {"role": "user", "content": "Hello!"} ], "temperature": 0.7, "max_tokens": 256, "stream": true }'
Full visibility into your AI workloads with real-time metrics, request tracing, and cost analytics built into the platform.
Real-time Metrics (last 24h) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Requests 12.4M total │ 143/s avg Latency P50 18ms │ P99: 45ms Throughput 2.1M tok/s │ peak: 3.8M Error Rate 0.002% │ healthy Cost Today $847.23 │ -12% vs avg Top Models by Usage: 1. Llama-4-Scout-109B 67% ████████░░ 2. Mixtral-8x22B 18% ██░░░░░░░░ 3. DeepSeek-V3 9% █░░░░░░░░░ 4. Gemma-3-27B 6% █░░░░░░░░░
We operate one of the largest GPU clusters dedicated to inference, with the latest NVIDIA hardware.
Our workhorse GPU for most inference workloads. 80GB HBM3 memory with 3.35 TB/s bandwidth.
For large models requiring maximum memory. 141GB HBM3e enables serving 400B+ models efficiently.
Next-generation Blackwell architecture. Coming Q3 2026 for even faster inference on next-gen models.
InferGrove integrates seamlessly with popular frameworks, orchestration tools, and observability platforms.
Drop-in provider for LangChain and LangGraph applications.
Native integration for RAG pipelines and data connectors.
Stream AI responses directly to your Next.js frontend.
Export traces and metrics to Datadog, Grafana, or any OTLP backend.
Track fine-tuning experiments and model evaluations.
Deploy any model from the Hugging Face Hub with one click.
Power multi-agent workflows with InferGrove's fast inference.
Manage dedicated clusters and configurations as code.
Built with security-first principles. Your data is encrypted, isolated, and never used for training.
Independently audited security controls verified annually.
BAA available for healthcare workloads on dedicated clusters.
Full GDPR compliance with EU data residency options.
Your prompts and responses are never stored or used for training.
Get $25 in free credits when you sign up. No credit card required.