Top Inference AI tools

Fal.ai is a high-performance platform offering lightning-fast inference for generative AI models, specializing in image and video generation with optimized processing speeds up to 4x faster than alternatives.

• Usage Based

Graphsignal monitors, profiles, and accelerates hosted LLM inference and model APIs, providing full visibility and deep insights for AI optimization.

• Freemium
• From 375$

Synergetics offers a suite of rapid AI agent development tools and autonomous agent infrastructure components. It provides solutions for building, testing, and deploying AI agents.

• Paid
• From 49$

RunPod offers a globally distributed GPU cloud service designed specifically for developing, training, and scaling AI applications seamlessly and cost-effectively.

• Usage Based
• API

Apache TVM is an open-source machine learning compiler framework designed to optimize and efficiently run computations on various hardware backends, including CPUs, GPUs, and accelerators.

• Free

Banana provides serverless GPU infrastructure for AI inference hosting, designed for high-throughput and scalability. It offers autoscaling GPUs, pass-through pricing, and a full platform experience with DevOps tools.

• Paid
• From 1200$

Lambda provides on-demand NVIDIA GPU instances and clusters for AI training and inference. It offers a range of services, including 1-Click Clusters, on-demand instances, and private clouds, designed for AI developers.

• Usage Based

Modal provides high-performance, serverless cloud infrastructure optimized for AI, ML, and data applications. It offers rapid container starts, seamless autoscaling, and flexible environments for developers.

• Usage Based

VESSL AI provides a full-stack cloud infrastructure for AI, enabling users to train, deploy, and manage AI models and workflows with ease and efficiency.

• Usage Based

Fireworks AI is a cloud platform offering serverless inference for text, image, and multi-modal AI models with pay-as-you-go pricing and enterprise-scale capabilities.

• Usage Based

Outspeed provides networking and inference infrastructure for building fast, real-time voice and video AI applications, offering developers comprehensive tools for low-latency AI-driven interactions.

• Freemium

Foundry Cloud Platform offers on-demand access to NVIDIA GPUs for machine learning tasks, with flexible pricing and no long-term commitments.

• Usage Based

Hugging Face is a collaboration platform where the machine learning community creates, discovers, and collaborates on models, datasets, and applications. It offers comprehensive tools for hosting, developing, and deploying machine learning solutions.

• Freemium
• From 9$

Hailo offers breakthrough AI processors designed for high-performance deep learning applications on edge devices, enabling generative AI, perception, and video enhancement.

• Contact for Pricing

FriendliAI provides a platform for efficient and scalable AI inference. It optimizes the deployment and serving of large-scale AI models.

• Other

Cirrascale AI Innovation Cloud offers comprehensive cloud infrastructure for AI workloads, providing access to multiple leading AI accelerators including NVIDIA, AMD, and Cerebras systems with no data transfer fees and high-performance computing capabilities.

• Paid
• From 259$

SaladCloud is the world's largest distributed cloud network, offering up to 90% savings on compute costs for AI/ML production models compared to traditional cloud providers.

• Usage Based

Rebellions provides highly efficient AI inference solutions, including the ATOM™ and REBEL chips, designed for scalable and sustainable AI deployment.

• Contact for Pricing

Infrabase.ai is a comprehensive directory platform that helps users discover and compare AI infrastructure tools across various categories including vector databases, prompt engineering, and observability analytics.

• Free

Pruna AI is an AI inference optimization framework designed for ML teams to enhance efficiency and productivity. It combines compression algorithms to make AI models faster and more cost-effective.

• Usage Based
• From 1$

Avian API is an enterprise-grade language model inference platform offering state-of-the-art LLMs with superior speed and competitive pricing, powered by Meta's Llama models and Nvidia H200 SXM technology.

• Usage Based
• From 3$

Deep Infra is a serverless ML platform offering access to top AI models through a simple API, with pay-per-use pricing and automatic scaling capabilities.

• Usage Based

Synexa offers a simple, fast, and stable platform to deploy AI models with just one line of code. It provides cost-effective scaling and a world-class developer experience.

• Usage Based

Float16.cloud provides managed GPU infrastructure and LLM solutions for AI workloads. It offers services like serverless GPU computing and one-click LLM deployment, optimizing cost and performance.

• Usage Based

Fractile is developing hardware to significantly accelerate AI inference. Their technology aims to eliminate memory bottlenecks, enabling large language models to run much faster and at a lower cost.

• Contact for Pricing

Featherless provides instant, unlimited hosting for any Llama model on HuggingFace, eliminating the need for server management. It offers access to over 3700+ compatible models starting from $10/month.

• Paid
• From 10$

Alle-AI is a comprehensive platform that enables users to simultaneously interact with and compare multiple state-of-the-art Generative AI models, including ChatGPT, Gemini, Claude, and image generation models like DALL-E 2 and Stable Diffusion.

• Freemium
• From 30$

Wallaroo.AI provides a unified platform for deploying, managing, observing, and optimizing AI models in any environment, achieving faster time to value and reduced deployment costs.

• Paid
• From 500$