Copyright© 2026 Hyperfusion.
14 production-ready capabilities. Three ways to deploy. One platform.
Intelligent conversations at any scale
Deploy production-grade chatbots, customer support agents, and multilingual assistants with a single API call. Stream responses in real time with sub-200ms first-token latency. System prompts, multi-turn memory, and function calling work out of the box.
Ship an AI copilot in your IDE or platform
Power code completion, generation, refactoring, and debugging with top-tier open-source models. OpenAI-compatible endpoints drop into VS Code extensions, dev tools, or CI/CD pipelines with zero friction.
Agents that reason, plan, and execute
Build autonomous agents that chain tool calls, make decisions, and complete complex tasks end-to-end. Native support for structured outputs and multi-agent coordination. Works with LangChain, CrewAI, AutoGen, or your own stack.
Ground your AI in your own data
Combine vector search with LLM generation to build enterprise knowledge assistants and semantic search engines. Reranking, embeddings, and context-window optimization included. Build a Perplexity-style experience in hours.
Multi-step logic with chain-of-thought models
Use gpt-oss-120b and DeepSeek-V4-Flash for math, legal analysis, financial modeling, and multi-constraint planning.
Production-quality visuals via REST endpoint
Run FLUX, Stable Diffusion, and other leading models on optimized infrastructure. Text-to-image, inpainting, image-to-image, and style transfer — all in one API. Fine-tune on your own assets for brand-consistent output at scale.
Understand images, documents, and screens alongside text
Send images and text in the same request. Extract data from receipts, parse diagrams, analyze screenshots, or build visual Q&A into your product. High-resolution input, structured JSON output, and leading vision-language models included.
Transcribe and understand audio in real time
Run Whisper and leading speech models for accurate transcription, meeting summarization, and voice interfaces. Multilingual, diarization-ready output, and per-minute pricing that scales with your usage.
Define a schema. Get reliable JSON every time
Extract entities, classify documents, parse forms, and normalize messy data into clean typed JSON. No more regex-ing free-text outputs. Compatible with Pydantic, Zod, and JSON Schema natively.
Make any model yours — without managing GPUs
Fine-tune open-source models on your proprietary data via API. Upload a dataset, kick off training, deploy to a dedicated endpoint. Supports LoRA, QLoRA, full-parameter tuning, and RLHF with data sovereignty guaranteed.
Queue millions of requests — pay up to 50% less
Submit large-scale generation jobs asynchronously for dataset annotation, bulk content generation, offline scoring, and pre-computation pipelines. Results delivered on your schedule, not ours.
Measure what matters before you ship to production
Run automated evaluations with LLM-as-judge scoring, A/B model comparisons, and regression testing across versions. Track quality, latency, and cost per task. Integrate into CI/CD to catch regressions before they reach users.
Write and run code safely — without touching your infra
Execute Python in a secure, isolated sandbox alongside model calls. Build data analysis agents, code interpreters, and dynamic computation workflows. Stateless execution with configurable timeouts and resource limits.
Your models. Your cloud. Your compliance. Handled.
Dedicated instances with zero data retention, SOC 2 and HIPAA compliance, and bring-your-own-cloud options. Single-tenant GPU isolation, SLA-backed uptime, and global edge routing keep your workloads fast, private, and reliable.
Get your API key and start shipping today. $10 free credits — no credit card required.
Get GPU market and model usage insights to your inbox.