
/ML - Alternatives & Competitors
The full-stack AI infra
/ML offers a full-stack AI infrastructure for serving large language models, training multi-modal models on GPUs, and hosting AI applications such as Streamlit, Gradio, and Dash, while providing cost observability.
Ranked by Relevance
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1
VESSL AI Operationalize Full Spectrum AI & LLMs
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
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2
CentML Better, Faster, Easier AI
CentML streamlines LLM deployment, offering advanced system optimization and efficient hardware utilization. It provides single-click resource sizing, model serving, and supports diverse hardware and models.
- Usage Based
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3
OpenLIT Open Source Platform for AI Engineering
OpenLIT is an open-source observability platform designed to streamline AI development workflows, particularly for Generative AI and LLMs, offering features like prompt management, performance tracking, and secure secrets management.
- Other
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4
Float16.cloud Your AI Infrastructure, Managed & Simplified.
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
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5
ClearML The End-to-End Platform for AI Builders
ClearML is an open-source platform designed to accelerate the development and deployment of AI/ML and LLM models at scale, offering a complete solution for developers.
- Freemium
- From 15$
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6
Deep Infra Fast ML Inference, Simple API
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
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7
MLflow ML and GenAI made simple
MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.
- Free
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8
Dialoq AI Run any AI models through one simple unified API
Dialoq AI is a comprehensive API gateway that enables developers to access and integrate 200+ Language Learning Models (LLMs) through a single, unified API, streamlining AI application development with enhanced reliability and cost predictability.
- Contact for Pricing
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9
neutrino AI Multi-model AI Infrastructure for Optimal LLM Performance
Neutrino AI provides multi-model AI infrastructure to optimize Large Language Model (LLM) performance for applications. It offers tools for evaluation, intelligent routing, and observability to enhance quality, manage costs, and ensure scalability.
- Usage Based
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10
Laminar The AI engineering platform for LLM products
Laminar is an open-source platform that enables developers to trace, evaluate, label, and analyze Large Language Model (LLM) applications with minimal code integration.
- Freemium
- From 25$
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11
Prompteus One Platform to Rule AI.
Prompteus enables users to build, manage, and scale production-ready AI workflows efficiently, offering observability, intelligent routing, and cost optimization.
- Freemium
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12
LangDB The Fastest Enterprise AI Gateway for Secure, Governed, and Optimized AI Traffic.
LangDB is an enterprise AI gateway designed to secure, govern, and optimize AI traffic across over 250 LLMs via a unified API. It helps reduce costs and enhance performance for AI workflows.
- Freemium
- From 49$
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13
FriendliAI Efficient and Scalable AI Inference Solutions
FriendliAI provides a platform for efficient and scalable AI inference. It optimizes the deployment and serving of large-scale AI models.
- Other
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14
Valohai The Scalable MLOps Platform
Valohai is an MLOps platform that streamlines complex machine learning workflows with CI/CD capabilities and pipeline automation, supporting on-premises and any-cloud environments.
- Contact for Pricing
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15
Unify Build AI Your Way
Unify provides tools to build, test, and optimize LLM pipelines with custom interfaces and a unified API for accessing all models across providers.
- Freemium
- From 40$
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16
Braintrust The end-to-end platform for building world-class AI apps.
Braintrust provides an end-to-end platform for developing, evaluating, and monitoring Large Language Model (LLM) applications. It helps teams build robust AI products through iterative workflows and real-time analysis.
- Freemium
- From 249$
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17
AIML API One API, 200+ AI Models with 99% Uptime
AIML API is a comprehensive AI model marketplace offering seamless integration of 200+ AI models through a single API endpoint, featuring models from leading providers like OpenAI, Anthropic, Google, and Meta AI.
- Usage Based
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18
LLM Pricing A comprehensive pricing comparison tool for Large Language Models
LLM Pricing is a website that aggregates and compares pricing information for various Large Language Models (LLMs) from official AI providers and cloud service vendors.
- Free
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19
AMOD AI models on demand.
AMOD provides a platform for deploying various Large Language Models like Llama, Claude, Titan, and Mistral quickly via API, facilitating easy integration and scaling for businesses.
- Free Trial
- From 20$
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20
Toolhouse Supercharge your AI. Superfast.
Toolhouse is a complete cloud infrastructure platform that enables developers to equip LLMs with actions and knowledge using just 3 lines of code, offering a Tool Store for instant integration of AI capabilities.
- Freemium
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21
Compare AI Models AI Model Comparison Tool
Compare AI Models is a platform providing comprehensive comparisons and insights into various large language models, including GPT-4o, Claude, Llama, and Mistral.
- Freemium
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22
Humanloop The LLM evals platform for enterprises to ship and scale AI with confidence
Humanloop is an enterprise-grade platform that provides tools for LLM evaluation, prompt management, and AI observability, enabling teams to develop, evaluate, and deploy trustworthy AI applications.
- Freemium
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23
Molmo AI Open-source multimodal AI that's powerful and free for everyone
Molmo AI is an open-source multimodal artificial intelligence platform that processes text, images, and various data types with state-of-the-art performance, offering enterprise-level capabilities without cost.
- Free
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24
Hugging Face The AI community building the future.
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$
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25
Oumi The Open Platform for Building, Evaluating, and Deploying AI Models
Oumi provides an open, collaborative platform for researchers and developers to build, evaluate, and deploy state-of-the-art AI models, from data preparation to production.
- Contact for Pricing
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26
Every AI Every AI Model, Everywhere
Every AI is a comprehensive AI development platform that provides easy access to 120+ AI models, including ChatGPT, Ollama, and Claude, with developer-friendly integration options.
- Paid
- From 20$
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27
Open Source AI Gateway Manage multiple LLM providers with built-in failover, guardrails, caching, and monitoring.
Open Source AI Gateway provides developers with a robust, production-ready solution to manage multiple LLM providers like OpenAI, Anthropic, and Gemini. It offers features like smart failover, caching, rate limiting, and monitoring for enhanced reliability and cost savings.
- Free
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28
Denvr Cloud Optimized for AI Development and Operations
Denvr Cloud is a comprehensive cloud platform offering on-demand and dedicated accelerated computing solutions for AI inference and training, featuring state-of-the-art NVIDIA GPUs and Intel AI accelerators.
- Usage Based
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29
Ollama Get up and running with large language models locally
Ollama is a platform that enables users to run powerful language models like Llama 3.3, DeepSeek-R1, Phi-4, Mistral, and Gemma 2 on their local machines.
- Free
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30
LLM Price Check Compare LLM Prices Instantly
LLM Price Check allows users to compare and calculate prices for Large Language Model (LLM) APIs from providers like OpenAI, Anthropic, Google, and more. Optimize your AI budget efficiently.
- Free
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31
Ai Pool Power Your AI Innovations with Our Cutting-Edge Infrastructure
Ai Pool™ provides a supercomputing infrastructure platform, Excalibur™, for businesses, investors, and entrepreneurs to build, train, deploy, and host their AI applications and models cost-effectively and at scale.
- Contact for Pricing
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32
WebLLM High-Performance In-Browser LLM Inference Engine
WebLLM enables running large language models (LLMs) directly within a web browser using WebGPU for hardware acceleration, reducing server costs and enhancing privacy.
- Free
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33
Missing Studio An open-source AI studio for rapid development and robust deployment of production-ready generative AI.
Missing Studio is an open-source AI platform designed for developers to build and deploy generative AI applications. It offers tools for managing LLMs, optimizing performance, and ensuring reliability.
- Free
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34
Requesty Develop, Deploy, and Monitor AI with Confidence
Requesty is a platform for faster AI development, deployment, and monitoring. It provides tools for refining LLM applications, analyzing conversational data, and extracting actionable insights.
- Usage Based
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35
BentoML Unified Inference Platform for any model, on any cloud
BentoML is a unified inference platform for building scalable AI systems. Deploy any AI/ML model in your cloud with speed and flexibility.
- Usage Based
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36
Promptech The AI teamspace to streamline your workflows
Promptech is a collaborative AI platform that provides prompt engineering tools and teamspace solutions for organizations to effectively utilize Large Language Models (LLMs). It offers access to multiple AI models, workspace management, and enterprise-ready features.
- Paid
- From 20$
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37
Lutia Your generative AI toolkit
Lutia offers access to multiple leading AI models through a unified chat interface with a pay-as-you-go pricing model, eliminating costly monthly subscriptions.
- Usage Based
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38
Graphsignal Unlock Faster AI
Graphsignal monitors, profiles, and accelerates hosted LLM inference and model APIs, providing full visibility and deep insights for AI optimization.
- Freemium
- From 375$
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39
Modal Serverless Cloud for AI, ML, and Data Applications
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
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40
UsageGuard The most complete platform for building and monitoring AI applications
UsageGuard is an enterprise-ready AI development observability platform that provides a unified API for multiple AI models, comprehensive security controls, and real-time monitoring capabilities with 99.9% uptime and sub-150ms latency.
- Contact for Pricing
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41
OpenRouter A unified interface for LLMs
OpenRouter provides a unified interface for accessing and comparing various Large Language Models (LLMs), offering users the ability to find optimal models and pricing for their specific prompts.
- Usage Based
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42
Neuralfinity Build Generative AI Models That Truly Deliver
Neuralfinity enables users to create datasets, train generative AI models like LLMs and VLMs from scratch, and evaluate their performance. It provides an end-to-end platform for model development, focusing on domain-specific accuracy and cost efficiency.
- Contact for Pricing
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43
LocalAI Run Powerful AI Models Locally - Free, OpenAI Alternative
LocalAI provides a free, open-source alternative to run LLMs, autonomous agents, and semantic search locally on your hardware, ensuring privacy and control.
- Free
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44
OpenTools The API for Enhanced LLM Tool Use
OpenTools provides a unified API enabling developers to connect Large Language Models (LLMs) with a diverse ecosystem of tools, simplifying integration and management.
- Usage Based
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45
Kolosal AI The Ultimate Local LLM Platform
Kolosal AI is a lightweight, open-source application enabling users to train, run, and chat with local Large Language Models (LLMs) directly on their devices, ensuring complete privacy and control.
- Free
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46
klu.ai Next-gen LLM App Platform for Confident AI Development
Klu is an all-in-one LLM App Platform that enables teams to experiment, version, and fine-tune GPT-4 Apps with collaborative prompt engineering and comprehensive evaluation tools.
- Freemium
- From 30$
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47
Keywords AI LLM monitoring for AI startups
Keywords AI is a comprehensive developer platform for LLM applications, offering monitoring, debugging, and deployment tools. It serves as a Datadog-like solution specifically designed for LLM applications.
- Freemium
- From 7$
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48
Featherless.ai Instant, unlimited hosting for any llama model on HuggingFace.
Featherless.ai offers serverless AI inference hosting, providing API access to a vast library of open-weight models from HuggingFace without requiring server management.
- Paid
- From 10$
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49
Langfuse Open Source LLM Engineering Platform
Langfuse provides an open-source platform for tracing, evaluating, and managing prompts to debug and improve LLM applications.
- Freemium
- From 59$
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50
docs.litellm.ai Unified Interface for Accessing 100+ LLMs
LiteLLM provides a simplified and standardized way to interact with over 100 large language models (LLMs) using a consistent OpenAI-compatible input/output format.
- Free
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