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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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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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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Kalavai is an AI cloud platform. Build and deploy web apps easily. Aggregate resources from multiple devices. Open-source, scalable, collaborative. Ideal for devs and orgs.
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Unlock the power of Rayyan, the versatile AI tool for seamless research collaboration. Access advanced features and work flexibly from anywhere.
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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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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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RAYGUN.AI, the game-changing AI-powered content creation platform that is here to rock your world.
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Discover Fal's Real-Time Models, the AI tool that generates images in under 100ms. With optimized infrastructure and efficient client/server communication, experience seamless and responsive real-time image creation and interactive applications.
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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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Replicate: Run, customize, and deploy machine learning models effortlessly. Make AI accessible and efficient with minimal coding using Replicate.
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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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Caffe is a deep learning framework made with expression, speed, and modularity in mind.
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LLMWare.ai enables developers to create enterprise AI apps easily. With 50+ specialized models, no GPU needed, and secure integration, it's ideal for finance, legal, and more.
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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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Langflow is an open-source Python framework for building multi-agent & RAG apps. With a visual IDE, free cloud service, and model agnostic design, it empowers developers and non-coders alike.
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CentML streamlines LLM deployment, reduces costs up to 65%, and ensures peak performance. Ideal for enterprises and startups. Try it now!
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AI/ML API offering developers access to over 100 AI models via a single API, ensuring round-the-clock innovation. Offering GPT-4 level performance at 80% lower costs, and seamless OpenAI compatibility for easy transitions.
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Wallaroo.AI simplifies AI model deployment. Rapid, scalable, and flexible. Supports diverse hardware & environments. Drive better business outcomes.
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Build powerful AIs quickly with Lepton AI. Simplify development processes, streamline workflows, and manage data securely. Boost your AI projects now!
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Shard AI simplifies AI integration with a unified API. Access GPT-4, Claude & more. Fast response, enterprise security. Ideal for startups & enterprises.
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BrowserAI: Run production - ready LLMs directly in your browser. It's simple, fast, private, and open - source. Features include WebGPU acceleration, zero server costs, and offline capability. Ideal for developers, companies, and hobbyists.
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Openlayer is an AI tool that simplifies machine learning model evaluation, testing, and tracking. Revolutionize your AI systems with Openlayer's automated testing, version tracking, and real-time alerts.
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Accelerate AI development with Scale AI. Improve data quality and optimize models using Scale Data Engine and Scale Generative AI Platform.
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Scale your AI projects effortlessly with Banana's high-scale hosting and customizable GPU options. Get competitive pricing and enterprise-grade support. Embrace the power of Bananas today!
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Discover Azure AI—a suite of AI services designed for developers and data scientists. Build and deploy AI solutions with breakthrough research and flexibility, backed by Microsoft's responsible AI principles.
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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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Hyperbolic offers secure, verifiable AI services by integrating global GPU resources. Its first product, an AI inference service, provides high performance at lower cost. With innovative tech and a GPU market, it's reshaping AI access.
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Cortex is an OpenAI-compatible AI engine that developers can use to build LLM apps. It is packaged with a Docker-inspired command-line interface and client libraries. It can be used as a standalone server or imported as a library.
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Gemma is a family of lightweight, open models built from the research and technology that Google used to create the Gemini models.