Best Ray Alternatives in 2025
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Unlock the full potential of AI with Anyscale's scalable compute platform. Improve performance, costs, and efficiency for large workloads.
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Raydian: Build production apps with AI speed & full control. Launch scalable SaaS, marketplaces & platforms faster with integrated infrastructure.
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Get cost-efficient, scalable AI/ML compute. io.net's decentralized GPU cloud offers massive power for your workloads, faster & cheaper than traditional options.
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Revolutionize your AI infrastructure with Run:ai. Streamline workflows, optimize resources, and drive innovation. Book a demo to see how Run:ai enhances efficiency and maximizes ROI for your AI projects.
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Create high-quality media through a fast, affordable API. From sub-second image generation to advanced video inference, all powered by custom hardware and renewable energy. No infrastructure or ML expertise needed.
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Slash LLM costs & boost privacy. RunAnywhere's hybrid AI intelligently routes requests on-device or cloud for optimal performance & security.
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LoRAX (LoRA eXchange) is a framework that allows users to serve thousands of fine-tuned models on a single GPU, dramatically reducing the cost of serving without compromising on throughput or latency.
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Beam is a serverless platform for generative AI. Deploy inference endpoints, train models, run task queues. Fast cold starts, pay-per-second. Ideal for AI/ML workloads.
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Accelerate your AI development with Lambda AI Cloud. Get high-performance GPU compute, pre-configured environments, and transparent pricing.
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Use a state-of-the-art, open-source model or fine-tune and deploy your own at no additional cost, with Fireworks.ai.
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ONNX Runtime: Run ML models faster, anywhere. Accelerate inference & training across platforms. PyTorch, TensorFlow & more supported!
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CoreWeave is a specialized cloud provider, delivering a massive scale of NVIDIA GPUs on top of the industry’s fastest and most flexible infrastructure.
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Build AI products lightning fast! All-in-one platform offers GPU access, zero setup, and tools for training & deployment. Prototype 8x faster. Trusted by top teams.
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Accelerate AI development with Scale AI's trusted data, training, & evaluation tools. Build better AI faster.
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NetMind: Your unified AI platform. Build, deploy & scale with diverse models, powerful GPUs & cost-efficient tools.
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Effortless cloud compute for AI & Python. Run any code instantly on GPUs with Modal's serverless platform. Scale fast, pay per second.
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Unlock affordable AI inference. DistributeAI offers on-demand access to 40+ open-source models & lets you monetize your idle GPU.
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RightNow AI is an AI-powered CUDA code editor with real-time GPU profiling. Write optimized CUDA code with AI assistance and profile kernels without leaving your editor.
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Explore Local AI Playground, a free app for offline AI experimentation. Features include CPU inferencing, model management, and more.
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SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
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Build gen AI models with Together AI. Benefit from the fastest and most cost-efficient tools and infra. Collaborate with our expert AI team that’s dedicated to your success.
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Supercharge your generative AI projects with FriendliAI's PeriFlow. Fastest LLM serving engine, flexible deployment options, trusted by industry leaders.
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OpenRag is a lightweight, modular and extensible Retrieval-Augmented Generation (RAG) framework designed to explore and test advanced RAG techniques — 100% open source and focused on experimentation, not lock-in.
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Low code enterprise data platform for transformation, embedding and vector database load.
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Stop struggling with AI infra. Novita AI simplifies AI model deployment & scaling with 200+ models, custom options, & serverless GPU cloud. Save time & money.
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LanceDB: Blazing-fast vector search & multimodal data lakehouse for AI. Unify petabyte-scale data to build & train production-ready AI apps.
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Auto-prompt your chosen LLM with crucial error context from your stack trace, environment, and affected code to get fast and accurate solutions.
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Run the top AI models using a simple API, pay per use. Low cost, scalable and production ready infrastructure.
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Sight AI: Unified, OpenAI-compatible API for decentralized AI inference. Smart routing optimizes cost, speed & reliability across 20+ models.
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Lowest cold-starts to deploy any machine learning model in production stress-free. Scale from single user to billions and only pay when they use.