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Machine Learning Models and Infrastructure

About DeepInfra

DeepInfra is an AI inference platform that provides a cloud for running ML models at scale using on-demand GPUs. It targets developers, data teams, and startups needing cost-efficient, high-performance model hosting and inference APIs.

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Key Features

In practice, you need a reliable inference layer that supports multiple providers and predictable costs:

Model Catalog & APIs

Access a broad range of model types (Automatic Speech Recognition, Embeddings, Reranker, Text Generation, Text To Image, Text To Music, Text To Speech, Text To Video, World Model, Zero Shot Image Classification) via developer-friendly APIs.

Pricing & Usage Visibility

Published per-input and per-output rates enable cost planning with explicit examples (e.g., $0.10/M in, $0.95/M out; $1.30/M in, $2.60/M out).

GPU-backed Infrastructure

On-Demand NVIDIA DGX GPUs and other instances, with typical pricing around $4.89 per instance-hour to support scalable, low-latency inference.

Multi-provider Marketplace

A catalog featuring models from DeepSeek AI, Moonshot AI, Qwen, XiaomiMiMo, ZAI Org, NVIDIA, and more, with per-model pricing.

Summary

Best for ML engineers, data scientists, and startup product teams seeking scalable, cost-conscious model inference.

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