Discover the best MLOps & Model Deployment — from AI Agent Observability tools and AI Platforms to AI Frameworks, AI GitHub Repos, and scalable inference solutions, this is where data scientists and engineers streamline their workflows: monitoring AI agents, deploying machine learning models, managing model lifecycles, and running AI with APIs. Browse 202 AI Tools for MLOps & Model Deployment across AI Apps, AI Platforms, AI GitHub Repos, AI Frameworks and AI Agents and more.
202 tools
AI Apps
AI developer platform for building, training, and deploying AI models and applications. It offers tools for experiment tracking, model management, and…Weights & Biases is an AI developer platform for building, training, and deploying AI models and applications. It offers tools for experiment tracking, model management, and…
Ranked #1 in MLOps & Model DeploymentAI GitHub Repos
Open-source tool for running large language models on your own computer. It lets developers install models like Llama, Gemma, Qwen and DeepSeek with a single command,…Ollama is an open-source tool for running large language models on your own computer. It lets developers install models like Llama, Gemma, Qwen and DeepSeek with a single command,…
Ranked #4 in MLOps & Model DeploymentAI Apps
Inference platform that routes requests across 300+ open and closed language models through one encrypted, OpenAI-compatible API, plus dedicated single-tenant…BLACKBOX AI is an inference platform that routes requests across 300+ open and closed language models through one encrypted, OpenAI-compatible API, plus dedicated single-tenant…
Ranked #7 in MLOps & Model DeploymentAI Platforms
AI agent and LLM observability platform providing complete visibility into agent behavior. It helps debug agents, identify failures, and track costs and latency.…LangSmith is an AI agent and LLM observability platform providing complete visibility into agent behavior. It helps debug agents, identify failures, and track costs and latency.…
Ranked #9 in MLOps & Model DeploymentAI GitHub Repos
Open-source AI engineering platform offering LLM evaluations, observability, metrics, prompt management, and more. It integrates with OpenTelemetry, LangChain, and…Langfuse is an open-source AI engineering platform offering LLM evaluations, observability, metrics, prompt management, and more. It integrates with OpenTelemetry, LangChain, and…
Ranked #10 in MLOps & Model DeploymentAI GitHub Repos
High-throughput and memory-efficient inference and serving engine designed for large language models (LLMs). It optimizes performance while minimizing…vllm-project/vllm is a high-throughput and memory-efficient inference and serving engine designed for large language models (LLMs). It optimizes performance while minimizing…
Ranked #11 in MLOps & Model DeploymentAI Platforms
Enterprise platform for AI workload and GPU orchestration. It dynamically pools and allocates GPU capacity across public cloud, private cloud, hybrid and…NVIDIA Run:ai is an enterprise platform for AI workload and GPU orchestration. It dynamically pools and allocates GPU capacity across public cloud, private cloud, hybrid and…
Ranked #13 in MLOps & Model DeploymentAI GitHub Repos
Local user interface designed to run and train large language models (LLMs) and diffusion models. It supports various models including Qwen3.8, Kimi K3,…unslothai/unsloth is a local user interface designed to run and train large language models (LLMs) and diffusion models. It supports various models including Qwen3.8, Kimi K3,…
Ranked #14 in MLOps & Model DeploymentAI GitHub Repos
High-performance serving framework designed for large language models and multimodal models. It provides efficient serving capabilities that enhance the performance of…SGLang is a high-performance serving framework designed for large language models and multimodal models. It provides efficient serving capabilities that enhance the performance of…
Ranked #21 in MLOps & Model DeploymentProvides open-source tools for evaluating and monitoring AI applications. It helps ensure AI systems are production-ready by testing LLMs and monitoring performance…Evidently AI provides open-source tools for evaluating and monitoring AI applications. It helps ensure AI systems are production-ready by testing LLMs and monitoring performance…
Ranked #24 in MLOps & Model DeploymentAI Apps
Platform for observability and evaluation of generative AI applications, enabling teams to monitor, evaluate, and protect AI systems at an enterprise scale. It…Galileo AI is a platform for observability and evaluation of generative AI applications, enabling teams to monitor, evaluate, and protect AI systems at an enterprise scale. It…
Ranked #25 in MLOps & Model DeploymentAI Apps
Offers a production stack for Gen AI builders, providing an AI gateway, observability, guardrails, and prompt management. It democratizes and productionizes Gen AI across…Portkey offers a production stack for Gen AI builders, providing an AI gateway, observability, guardrails, and prompt management. It democratizes and productionizes Gen AI across…
Ranked #26 in MLOps & Model DeploymentOpen-source AI platform designed for agents, LLMs, and ML models. It enables teams to debug, evaluate, monitor, and optimize AI applications efficiently, making it…MLflow is an open-source AI platform designed for agents, LLMs, and ML models. It enables teams to debug, evaluate, monitor, and optimize AI applications efficiently, making it…
Ranked #27 in MLOps & Model DeploymentAI Apps
LLMOps platform designed for building reliable AI applications. It provides routing, debugging, and analysis capabilities, enabling developers to monitor and manage…Helicone is an LLMOps platform designed for building reliable AI applications. It provides routing, debugging, and analysis capabilities, enabling developers to monitor and manage…
Ranked #28 in MLOps & Model DeploymentAI GitHub Repos
Visualizer for neural network, deep learning, and machine learning models. It provides an intuitive interface to explore model architectures and parameters, making it…Netron is a visualizer for neural network, deep learning, and machine learning models. It provides an intuitive interface to explore model architectures and parameters, making it…
Ranked #29 in MLOps & Model DeploymentAI GitHub Repos
Toolkit designed for compressing, deploying, and serving large language models (LLMs). It provides developers with the necessary tools to efficiently manage LLMs,…LMDeploy is a toolkit designed for compressing, deploying, and serving large language models (LLMs). It provides developers with the necessary tools to efficiently manage LLMs,…
Ranked #31 in MLOps & Model DeploymentAI Platforms
Offers a purpose-built AI cloud designed for rapid scaling and deployment. With custom hardware and built-in MLOps tooling, it provides a reliable infrastructure for AI…Nebius offers a purpose-built AI cloud designed for rapid scaling and deployment. With custom hardware and built-in MLOps tooling, it provides a reliable infrastructure for AI…
Ranked #34 in MLOps & Model DeploymentAI Apps
White-labeled control plane for GPU clouds, offering multi-tenant isolation, day-2 support, and integrated billing. It runs on your cloud infrastructure,…Saturn Cloud is a white-labeled control plane for GPU clouds, offering multi-tenant isolation, day-2 support, and integrated billing. It runs on your cloud infrastructure,…
Ranked #35 in MLOps & Model DeploymentAI Apps
Operationalizes and de-risks machine learning and generative AI applications at scale. It enables organizations to implement AI effectively in live business…Iguazio AI Platform operationalizes and de-risks machine learning and generative AI applications at scale. It enables organizations to implement AI effectively in live business…
Ranked #36 in MLOps & Model DeploymentAI Platforms
Inference Platform allows users to deploy and scale open-source and custom AI models efficiently. It offers high-performance inference with dedicated infrastructure,…Baseten's Inference Platform allows users to deploy and scale open-source and custom AI models efficiently. It offers high-performance inference with dedicated infrastructure,…
Ranked #37 in MLOps & Model DeploymentAI Apps
Open-source data version control system that transforms object storage into Git-like repositories. It enables data governance, reproducibility, and reduces access…lakeFS is an open-source data version control system that transforms object storage into Git-like repositories. It enables data governance, reproducibility, and reduces access…
Ranked #38 in MLOps & Model DeploymentAI GitHub Repos
Open-source framework designed for evaluating large language models (LLMs). It allows developers to contribute and improve the evaluation process, enhancing the…DeepEval is an open-source framework designed for evaluating large language models (LLMs). It allows developers to contribute and improve the evaluation process, enhancing the…
Ranked #39 in MLOps & Model DeploymentAI Apps
AI agent testing, LLM evaluation, and observability platform. It allows developers to simulate real-world scenarios, prevent regressions, and debug issues by…LangWatch is an AI agent testing, LLM evaluation, and observability platform. It allows developers to simulate real-world scenarios, prevent regressions, and debug issues by…
Ranked #41 in MLOps & Model DeploymentAI Apps
AI governance and observability platform that accelerates the evaluation and monitoring of agentic systems. It provides automated tests, real-time guardrails…Openlayer is an AI governance and observability platform that accelerates the evaluation and monitoring of agentic systems. It provides automated tests, real-time guardrails…
Ranked #42 in MLOps & Model DeploymentAI Apps
Open-source platform for building, testing, and monitoring AI agents. It helps catch and fix AI hallucinations in real-time with guardrails, comprehensive…Future AGI is an open-source platform for building, testing, and monitoring AI agents. It helps catch and fix AI hallucinations in real-time with guardrails, comprehensive…
Ranked #43 in MLOps & Model DeploymentAI Platforms
Offers a unified platform for LLM observability and agent evaluation, designed to improve AI applications from development to production. It provides tools for agent…Arize AI offers a unified platform for LLM observability and agent evaluation, designed to improve AI applications from development to production. It provides tools for agent…
Ranked #44 in MLOps & Model DeploymentAI Platforms
AI observability platform designed for building quality AI products. It helps teams trace production, run evaluations, and catch regressions before they impact…Braintrust is an AI observability platform designed for building quality AI products. It helps teams trace production, run evaluations, and catch regressions before they impact…
Ranked #45 in MLOps & Model DeploymentAI GitHub Repos
Unified framework designed for building enterprise RAG pipelines using small, specialized models. It simplifies the integration of various AI models into cohesive…llmware is a unified framework designed for building enterprise RAG pipelines using small, specialized models. It simplifies the integration of various AI models into cohesive…
Ranked #46 in MLOps & Model DeploymentAI Apps
Observability and monitoring platform for AI agents that captures every production run, automatically detects silent failures like hallucinations and loops, and…Raindrop is an observability and monitoring platform for AI agents that captures every production run, automatically detects silent failures like hallucinations and loops, and…
Ranked #47 in MLOps & Model DeploymentAI GitHub Repos
Arize Phoenix is an AI observability and evaluation tool designed to help developers monitor and assess AI models. It provides insights into model performance, enabling better…
Ranked #48 in MLOps & Model DeploymentAI Platforms
AI data platform for building feedback-driven annotation and evaluation pipelines. It enables labeling multimodal data, ensuring data quality through custom…SuperAnnotate is an AI data platform for building feedback-driven annotation and evaluation pipelines. It enables labeling multimodal data, ensuring data quality through custom…
Ranked #49 in MLOps & Model DeploymentAI Platforms
AI Infrastructure Platform streamlines AI/ML workflows from development to production at enterprise scale. It manages GPU clusters, enhances AI development, and…ClearML's AI Infrastructure Platform streamlines AI/ML workflows from development to production at enterprise scale. It manages GPU clusters, enhances AI development, and…
Ranked #50 in MLOps & Model DeploymentAI Apps
Offers Agentic AI for CX assurance and testing, enabling enterprises to confidently deploy AI agents at scale. It detects hallucinations, validates decisions, and ensures…Cyara offers Agentic AI for CX assurance and testing, enabling enterprises to confidently deploy AI agents at scale. It detects hallucinations, validates decisions, and ensures…
Ranked #51 in MLOps & Model DeploymentAI Apps
Provides an observability layer for production AI agents, unifying monitoring and evaluation. It enables continuous improvement loops, allowing teams to confidently ship…HoneyHive provides an observability layer for production AI agents, unifying monitoring and evaluation. It enables continuous improvement loops, allowing teams to confidently ship…
Ranked #52 in MLOps & Model DeploymentAI GitHub Repos
Open-source feature store designed for AI and machine learning applications. It enables data scientists to manage and serve features to models in production, enhancing…Feast is an open-source feature store designed for AI and machine learning applications. It enables data scientists to manage and serve features to models in production, enhancing…
Ranked #53 in MLOps & Model DeploymentAI Platforms
Creator of Opik, an end-to-end AI observability platform designed for developers. It offers advanced agent testing, optimization, and monitoring capabilities to…Comet is the creator of Opik, an end-to-end AI observability platform designed for developers. It offers advanced agent testing, optimization, and monitoring capabilities to…
Ranked #54 in MLOps & Model DeploymentAI Platforms
Complete AI platform that delivers the fastest AI inference, fine-tuning, and scalable solutions for agentic AI. It integrates seamlessly into existing data center…SambaNova is a complete AI platform that delivers the fastest AI inference, fine-tuning, and scalable solutions for agentic AI. It integrates seamlessly into existing data center…
Ranked #55 in MLOps & Model DeploymentEnterprise-grade AI platform that enables the deployment, security, and scaling of LLMs and AI agents. It offers centralized governance and observability across…TrueFoundry is an enterprise-grade AI platform that enables the deployment, security, and scaling of LLMs and AI agents. It offers centralized governance and observability across…
Ranked #56 in MLOps & Model DeploymentAI GitHub Repos
Open-source platform designed to simplify the deployment of AI models and applications. It enables developers to build model inference APIs, manage job queues, and…BentoML is an open-source platform designed to simplify the deployment of AI models and applications. It enables developers to build model inference APIs, manage job queues, and…
Ranked #57 in MLOps & Model DeploymentEnterprise AI Command Center is a comprehensive system of record that automates lifecycle management, enforces governance, and generates operational intelligence across…ModelOp's Enterprise AI Command Center is a comprehensive system of record that automates lifecycle management, enforces governance, and generates operational intelligence across…
Ranked #58 in MLOps & Model DeploymentAI Apps
Offers the world's cheapest GPUs, providing access to NVIDIA H100s at competitive hourly rates. Their cloud platform utilizes advanced GPU virtualization to make…Thunder Compute offers the world's cheapest GPUs, providing access to NVIDIA H100s at competitive hourly rates. Their cloud platform utilizes advanced GPU virtualization to make…
Ranked #59 in MLOps & Model DeploymentOpen source library for evaluating and tracing AI agents. It uses OpenTelemetry to instrument agents, scores steps with LLM judges, and identifies the best version…TruLens is an open source library for evaluating and tracing AI agents. It uses OpenTelemetry to instrument agents, scores steps with LLM judges, and identifies the best version…
Ranked #61 in MLOps & Model DeploymentAI Apps
Enterprise-grade training data platform designed to build high-quality datasets for AI models. It offers robust annotation tools for collaboration,…Kili Technology is an enterprise-grade training data platform designed to build high-quality datasets for AI models. It offers robust annotation tools for collaboration,…
Ranked #63 in MLOps & Model DeploymentAI Platforms
Open-source, Kubernetes-native platform for self-hosted AI inference. It offers a unified solution for both generative and predictive AI, simplifying deployments from…KServe is an open-source, Kubernetes-native platform for self-hosted AI inference. It offers a unified solution for both generative and predictive AI, simplifying deployments from…
Ranked #67 in MLOps & Model DeploymentAI Platforms
Provides a platform for tracing, debugging, and deploying reliable AI agents. It offers session replay, time travel debugging, and a full data trail of logs and errors,…AgentOps provides a platform for tracing, debugging, and deploying reliable AI agents. It offers session replay, time travel debugging, and a full data trail of logs and errors,…
Ranked #69 in MLOps & Model DeploymentAI Platforms
Now part of DigitalOcean, offers an MLOps platform for building and scaling AI applications. It provides integrated tools like Notebooks, Machines, and Deployments,…Paperspace, now part of DigitalOcean, offers an MLOps platform for building and scaling AI applications. It provides integrated tools like Notebooks, Machines, and Deployments,…
Ranked #70 in MLOps & Model DeploymentAI Platforms
AI runtime that operates within your cloud infrastructure, ensuring data privacy. It orchestrates durable AI workflows, real-time applications, and optimizes…Union.ai is an AI runtime that operates within your cloud infrastructure, ensuring data privacy. It orchestrates durable AI workflows, real-time applications, and optimizes…
Ranked #71 in MLOps & Model DeploymentAI Platforms
Simplifies the deployment of machine learning workflows on Kubernetes, making it straightforward and automated. It is open-source and community-built, providing a modular…Kubeflow simplifies the deployment of machine learning workflows on Kubernetes, making it straightforward and automated. It is open-source and community-built, providing a modular…
Ranked #72 in MLOps & Model DeploymentAI Apps
Open-source AI orchestration framework that manages ML and generative AI applications across their lifecycle, automating data preparation, model tuning, and…MLRun is an open-source AI orchestration framework that manages ML and generative AI applications across their lifecycle, automating data preparation, model tuning, and…
Ranked #73 in MLOps & Model DeploymentAI GitHub Repos
Python library focused on post-deployment data science. It helps data scientists monitor and analyze model performance after deployment, ensuring reliability and…NannyML is a Python library focused on post-deployment data science. It helps data scientists monitor and analyze model performance after deployment, ensuring reliability and…
Ranked #74 in MLOps & Model DeploymentAI Apps
Open-source platform for AI engineering, providing observability for GenAI and LLM applications. It offers tracing, evaluation, and prompt management, built on…OpenLIT is an open-source platform for AI engineering, providing observability for GenAI and LLM applications. It offers tracing, evaluation, and prompt management, built on…
Ranked #75 in MLOps & Model DeploymentAI Platforms
Open-source version control system for data science and machine learning projects. It provides a Git-like experience to manage data, models, and experiments, bringing…DVC is an open-source version control system for data science and machine learning projects. It provides a Git-like experience to manage data, models, and experiments, bringing…
Ranked #76 in MLOps & Model DeploymentAI Apps
Modular platform designed to assess the performance, reliability, and security of Retrieval-Augmented Generation and Large Language Model applications. It…H2O Eval Studio is a modular platform designed to assess the performance, reliability, and security of Retrieval-Augmented Generation and Large Language Model applications. It…
Ranked #77 in MLOps & Model DeploymentAI Apps
AI data lab focused on training frontier models and evaluating agents. It partners with AI labs to create high-quality training data through expert human data and…micro1 is an AI data lab focused on training frontier models and evaluating agents. It partners with AI labs to create high-quality training data through expert human data and…
Ranked #78 in MLOps & Model DeploymentAI Apps
Unified AI gateway offering adaptive routing, load balancing, and governance across 200+ models. It ensures zero token markup, private inference, and compliance…OrcaRouter is a unified AI gateway offering adaptive routing, load balancing, and governance across 200+ models. It ensures zero token markup, private inference, and compliance…
Ranked #79 in MLOps & Model DeploymentAI Platforms
Unified layer for machine learning and AI, enabling reproducible ML pipelines and agent evaluations. It integrates seamlessly with existing infrastructure, allowing…ZenML is a unified layer for machine learning and AI, enabling reproducible ML pipelines and agent evaluations. It integrates seamlessly with existing infrastructure, allowing…
Ranked #80 in MLOps & Model DeploymentAI Platforms
SUPERWISE AMP is an Agentic Management Platform for regulated industries, offering complete visibility, real-time guardrails, and policy enforcement. It enables businesses to…
Ranked #81 in MLOps & Model DeploymentAI Apps
Provides access to over 500 AI models from providers like Anthropic, OpenAI, and Google through a single API. It allows users to set spending limits for each API key,…Hopscotch provides access to over 500 AI models from providers like Anthropic, OpenAI, and Google through a single API. It allows users to set spending limits for each API key,…
Ranked #82 in MLOps & Model DeploymentAI GitHub Repos
Tool designed to simplify the distribution and execution of large language models (LLMs) using a single file. It facilitates collaboration and development within…Llamafile is a tool designed to simplify the distribution and execution of large language models (LLMs) using a single file. It facilitates collaboration and development within…
Ranked #83 in MLOps & Model DeploymentAI Apps
Offers a unified API to access over 500 leading AI models, including LLMs and specialized AI for speech, vision, and OCR. It enables smart routing based on cost,…Eden AI offers a unified API to access over 500 leading AI models, including LLMs and specialized AI for speech, vision, and OCR. It enables smart routing based on cost,…
Ranked #84 in MLOps & Model DeploymentAI Apps
Offers high-performance GPU cloud infrastructure for AI workloads. It supports serverless inference, dedicated GPU clusters, and bare metal AI infrastructure, providing…GMI Cloud offers high-performance GPU cloud infrastructure for AI workloads. It supports serverless inference, dedicated GPU clusters, and bare metal AI infrastructure, providing…
Ranked #86 in MLOps & Model DeploymentAI Platforms
MLOps platform designed for AI products that integrate LLMs and specialized models. It enables users to compare, evaluate, and deploy configurations using their own…Valohai is an MLOps platform designed for AI products that integrate LLMs and specialized models. It enables users to compare, evaluate, and deploy configurations using their own…
Ranked #87 in MLOps & Model DeploymentAI Apps
Open-source platform for orchestrating complex AI and ML workflows. It enables developers to build dynamic, resilient, and infra-aware pipelines using pure Python,…Flyte is an open-source platform for orchestrating complex AI and ML workflows. It enables developers to build dynamic, resilient, and infra-aware pipelines using pure Python,…
Ranked #88 in MLOps & Model DeploymentLLM engineering platform that unifies observability, evals, prompt optimization, and an AI gateway, enabling teams to ship reliable AI applications efficiently.Respan is an LLM engineering platform that unifies observability, evals, prompt optimization, and an AI gateway, enabling teams to ship reliable AI applications efficiently.
Ranked #89 in MLOps & Model DeploymentAI Apps
Enterprise-grade platform for AI testing, observability, and monitoring. It provides visibility, control, and trust across AI systems in…Deepchecks LLM Evaluation is an enterprise-grade platform for AI testing, observability, and monitoring. It provides visibility, control, and trust across AI systems in…
Ranked #90 in MLOps & Model DeploymentAI Apps
Provides infrastructure for AI-native teams to run, monitor, and optimize AI workloads. It offers blazing fast inference for open-source, custom, and fine-tuned…Inference.net provides infrastructure for AI-native teams to run, monitor, and optimize AI workloads. It offers blazing fast inference for open-source, custom, and fine-tuned…
Ranked #91 in MLOps & Model DeploymentData layer for physical AI, providing primitives to build, understand, and improve your data loop. It handles multi-rate, multimodal data from initial recording to…Rerun is the data layer for physical AI, providing primitives to build, understand, and improve your data loop. It handles multi-rate, multimodal data from initial recording to…
Ranked #92 in MLOps & Model DeploymentAI Apps
Hosted API gateway for open-source AI models, giving developers one API key compatible with the OpenAI and Anthropic SDKs. It serves models like Nemotron, Qwen, and…RunInfra is a hosted API gateway for open-source AI models, giving developers one API key compatible with the OpenAI and Anthropic SDKs. It serves models like Nemotron, Qwen, and…
Ranked #93 in MLOps & Model DeploymentAI Platforms
Enhances observability for production agents, enabling them to learn and improve from real-world experiences. This tool helps maintain reliability and performance in AI…W&B Weave enhances observability for production agents, enabling them to learn and improve from real-world experiences. This tool helps maintain reliability and performance in AI…
Ranked #94 in MLOps & Model DeploymentAI Apps
Observability and prompt management platform designed for LLM-based applications. It empowers enterprises to build, scale, and manage AI agents with confidence,…Lunary is an observability and prompt management platform designed for LLM-based applications. It empowers enterprises to build, scale, and manage AI agents with confidence,…
Ranked #96 in MLOps & Model DeploymentComprehensive platform for managing multimodal AI projects. It allows users to curate datasets, track experiments, and manage models, all in one place. Ideal for data…DagsHub is a comprehensive platform for managing multimodal AI projects. It allows users to curate datasets, track experiments, and manage models, all in one place. Ideal for data…
Ranked #97 in MLOps & Model DeploymentEnhances LLM app reliability by transforming evaluations and monitoring into a continuous feedback loop. It offers real-time insights, automatic quality checks, and…Traceloop enhances LLM app reliability by transforming evaluations and monitoring into a continuous feedback loop. It offers real-time insights, automatic quality checks, and…
Ranked #98 in MLOps & Model DeploymentAI Agents
End-to-end evaluation and observability platform designed for AI teams. It helps users simulate, evaluate, and monitor AI agents, enabling faster and more reliable…Maxim AI is an end-to-end evaluation and observability platform designed for AI teams. It helps users simulate, evaluate, and monitor AI agents, enabling faster and more reliable…
Ranked #99 in MLOps & Model DeploymentAI GitHub Repos
High-performance serving framework designed for audio models like TTS and ASR, as well as unified multimodal models. It provides robust support for deploying and…SGLang-Omni is a high-performance serving framework designed for audio models like TTS and ASR, as well as unified multimodal models. It provides robust support for deploying and…
Ranked #100 in MLOps & Model DeploymentAI Apps
An open-source AI agent observability and monitoring platform that traces agents in production, surfaces failures, and dispatches coding agents to fix them automatically.
Ranked #101 in MLOps & Model DeploymentAI Apps
Empowers teams to design, deploy, and optimize Large Language Model (LLM) applications. It offers collaborative prompt design, evaluation workflows, and observability tools…Klu.ai empowers teams to design, deploy, and optimize Large Language Model (LLM) applications. It offers collaborative prompt design, evaluation workflows, and observability tools…
Ranked #102 in MLOps & Model DeploymentAI Apps
Open-source observability and evaluation platform designed to help developers transform AI prototypes into enterprise-grade products. It provides insights into AI…Langtrace is an open-source observability and evaluation platform designed to help developers transform AI prototypes into enterprise-grade products. It provides insights into AI…
Ranked #103 in MLOps & Model DeploymentAI Apps
Offers a comprehensive platform for building domain-specific LLMs. It streamlines AI development with tools for data labeling, fine-tuning, and deployment, ensuring models…UBIAI offers a comprehensive platform for building domain-specific LLMs. It streamlines AI development with tools for data labeling, fine-tuning, and deployment, ensuring models…
Ranked #104 in MLOps & Model DeploymentAI Apps
Helps organizations build safer AI agents by preventing incorrect responses. It ensures AI outputs meet standards for safety, compliance, and trust, making AI systems…Cleanlab helps organizations build safer AI agents by preventing incorrect responses. It ensures AI outputs meet standards for safety, compliance, and trust, making AI systems…
Ranked #105 in MLOps & Model DeploymentAI Apps
Collaborative AI development platform for teams to build, test, and monitor AI features. It streamlines prompt management, dataset evaluation, and AI flow prototyping.…Athina is a collaborative AI development platform for teams to build, test, and monitor AI features. It streamlines prompt management, dataset evaluation, and AI flow prototyping.…
Ranked #106 in MLOps & Model DeploymentAI Apps
Captures customer behavior to enhance AI agents through automated learning from user interactions. It provides daily updates to improve agent performance based on real…Basalt captures customer behavior to enhance AI agents through automated learning from user interactions. It provides daily updates to improve agent performance based on real…
Ranked #107 in MLOps & Model DeploymentAI Apps
AI-powered data labeling platform offering high-quality, scalable annotation services for AI and ML. It supports various data types and provides tools for…Labellerr is an AI-powered data labeling platform offering high-quality, scalable annotation services for AI and ML. It supports various data types and provides tools for…
Ranked #108 in MLOps & Model DeploymentAI Apps
Observability and evals platform designed for self-improving AI agents. It transforms production traces into actionable behaviors, evaluations, synthetic datasets,…Adaline is an observability and evals platform designed for self-improving AI agents. It transforms production traces into actionable behaviors, evaluations, synthetic datasets,…
Ranked #110 in MLOps & Model DeploymentAI GitHub Repos
GitHub project that optimizes token usage for coding agents by mimicking caveman speech. It reduces token consumption by 65%, enhancing efficiency for developers…Caveman is a GitHub project that optimizes token usage for coding agents by mimicking caveman speech. It reduces token consumption by 65%, enhancing efficiency for developers…
Ranked #112 in MLOps & Model DeploymentAI GitHub Repos
Provides observability and enforcement for AI agent harnesses, ensuring every run is captured and runtime reliability is maintained with policy enforcement. It is…FailproofAI provides observability and enforcement for AI agent harnesses, ensuring every run is captured and runtime reliability is maintained with policy enforcement. It is…
Ranked #113 in MLOps & Model DeploymentAI GitHub Repos
Python SDK designed for AI observability, monitoring, and evaluation. It offers features like agent and tool tracing, debugging multi-agent systems, and…RagaAI Catalyst is a Python SDK designed for AI observability, monitoring, and evaluation. It offers features like agent and tool tracing, debugging multi-agent systems, and…
Ranked #115 in MLOps & Model DeploymentAI GitHub Repos
High-speed large language model serving tool designed for local deployment. It enables efficient and rapid inference of large language models, making it suitable…PowerInfer is a high-speed large language model serving tool designed for local deployment. It enables efficient and rapid inference of large language models, making it suitable…
Ranked #116 in MLOps & Model DeploymentAI Apps
MLOps Platform enables enterprises to deploy AI/ML models at scale with enhanced security. It integrates seamlessly with existing CI/CD processes, reducing deployment…Datatron's MLOps Platform enables enterprises to deploy AI/ML models at scale with enhanced security. It integrates seamlessly with existing CI/CD processes, reducing deployment…
Ranked #117 in MLOps & Model DeploymentCortX by XNode is an AI control plane for enterprises, providing a governed layer between AI models, users, and data. It ensures compliance, cost control, and secure AI…
Ranked #118 in MLOps & Model DeploymentAI Platforms
AI platform that provides tools for deploying, managing, and monitoring machine learning models. It aims to simplify the MLOps lifecycle, enabling teams to bring…Wallaroo.ai is an AI platform that provides tools for deploying, managing, and monitoring machine learning models. It aims to simplify the MLOps lifecycle, enabling teams to bring…
Ranked #120 in MLOps & Model DeploymentAI Platforms
Phala Cloud provides a confidential AI platform for private LLM inference, sealed agents, and verifiable compute. It runs on TEE-protected GPUs, including Intel TDX and NVIDIA…
Ranked #121 in MLOps & Model DeploymentOffers scalable APIs for deploying AI models, enabling image generation, text processing, and custom model integration. It simplifies AI deployment with a pay-as-you-go…VModel offers scalable APIs for deploying AI models, enabling image generation, text processing, and custom model integration. It simplifies AI deployment with a pay-as-you-go…
Ranked #122 in MLOps & Model DeploymentAI Apps
Visual AI model comparison platform that allows users to compare the generation effects of various models. It covers top models for image and video generation,…MagicArena is a visual AI model comparison platform that allows users to compare the generation effects of various models. It covers top models for image and video generation,…
Ranked #123 in MLOps & Model DeploymentAI GitHub Repos
GitHub project that enables 70 billion parameter inference using a single 4GB GPU. It is designed to optimize large language model performance on limited hardware,…AirLLM is a GitHub project that enables 70 billion parameter inference using a single 4GB GPU. It is designed to optimize large language model performance on limited hardware,…
Ranked #125 in MLOps & Model DeploymentAI GitHub Repos
High-performance AI pipeline engine with a C++ core. It supports over 50 Python-extensible nodes, enabling the building, debugging, and scaling of LLM…Rocketride Server is a high-performance AI pipeline engine with a C++ core. It supports over 50 Python-extensible nodes, enabling the building, debugging, and scaling of LLM…
Ranked #126 in MLOps & Model DeploymentAI Apps
Allows users to simulate the speed of local LLMs before purchasing. By selecting hardware and models, users can experience real-time performance metrics, including tokens…llmspeed allows users to simulate the speed of local LLMs before purchasing. By selecting hardware and models, users can experience real-time performance metrics, including tokens…
Ranked #127 in MLOps & Model DeploymentAI Apps
Comprehensive platform for AI agent lifecycle management, offering observability, evaluation, simulation, and red teaming. It supports 14+ LLM providers and 12+…Netra is a comprehensive platform for AI agent lifecycle management, offering observability, evaluation, simulation, and red teaming. It supports 14+ LLM providers and 12+…
Ranked #128 in MLOps & Model DeploymentModelMill by Literal Labs is a cloud-based deep-learning platform for training, testing, and deploying Logic-Based Networks. It automates the process from data import to SDK…
Ranked #129 in MLOps & Model DeploymentAI Apps
Provides decision intelligence for AI teams, helping them determine what to ship next. It analyzes evaluations, experiments, and production outcomes to recommend the most…Remyx AI provides decision intelligence for AI teams, helping them determine what to ship next. It analyzes evaluations, experiments, and production outcomes to recommend the most…
Ranked #130 in MLOps & Model DeploymentAI Apps
Unified AI API gateway that supports multiple models like OpenAI, Claude, and Gemini. It offers seamless integration for developers, enabling easy access to text,…TokenDance is a unified AI API gateway that supports multiple models like OpenAI, Claude, and Gemini. It offers seamless integration for developers, enabling easy access to text,…
Ranked #131 in MLOps & Model DeploymentAI GitHub Repos
GPU cluster manager designed for high-performance AI model serving, including vLLM and SGLang, and provides on-demand SSH-accessible GPU instances. It facilitates…GPUStack is a GPU cluster manager designed for high-performance AI model serving, including vLLM and SGLang, and provides on-demand SSH-accessible GPU instances. It facilitates…
Ranked #134 in MLOps & Model DeploymentAI GitHub Repos
Inference engine that enables the deployment of Qwen3.8-Flash-Next on consumer hardware. It supports one-click installation on Windows and Linux, and offers…Strata is an inference engine that enables the deployment of Qwen3.8-Flash-Next on consumer hardware. It supports one-click installation on Windows and Linux, and offers…
Ranked #135 in MLOps & Model DeploymentAI Apps
Serverless API for running AI models with one line of code. It gives developers access to 100+ production-ready models for image, video, speech and 3D generation,…Synexa is a serverless API for running AI models with one line of code. It gives developers access to 100+ production-ready models for image, video, speech and 3D generation,…
Ranked #138 in MLOps & Model DeploymentAI Apps
Automates on-device AI deployment for any model on any device. Built by ex-Qualcomm engineers, it optimizes NPU acceleration, benchmarks on over 200 devices, and…ZETIC Melange automates on-device AI deployment for any model on any device. Built by ex-Qualcomm engineers, it optimizes NPU acceleration, benchmarks on over 200 devices, and…
Ranked #139 in MLOps & Model DeploymentAI Apps
VERN OS is an AI governance system that enhances conversational AI by detecting emotional signals and applying behavioral policies in real-time. It ensures AI responses are safer,…
Ranked #145 in MLOps & Model DeploymentAI GitHub Repos
LLM inference server designed for Apple Silicon, featuring continuous batching and SSD caching. It is managed directly from the macOS menu bar, providing an efficient…omlx is an LLM inference server designed for Apple Silicon, featuring continuous batching and SSD caching. It is managed directly from the macOS menu bar, providing an efficient…
Ranked #147 in MLOps & Model DeploymentAI Apps
Open AI gateway and control plane that manages routing, observability, budgets, and governance across multiple model providers. It ensures efficient AI request handling…ARBR is an open AI gateway and control plane that manages routing, observability, budgets, and governance across multiple model providers. It ensures efficient AI request handling…
Ranked #149 in MLOps & Model DeploymentAI Platforms
Open-source LLM engineering platform designed to help developers build, monitor, and improve AI applications. It offers tracing, prompt management, evaluation, and…Langfuse is an open-source LLM engineering platform designed to help developers build, monitor, and improve AI applications. It offers tracing, prompt management, evaluation, and…
Ranked #50 in AI PlatformsAI Apps
Arize Phoenix is an open-source AI development platform designed for agent development and evaluation. It provides tools for tracing, measuring, and improving AI agent quality,…
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Open-source AI observability platform that assists developers in testing, shipping, and continuously improving agentic systems. It provides tools for evaluating and…Opik is an open-source AI observability platform that assists developers in testing, shipping, and continuously improving agentic systems. It provides tools for evaluating and…
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Offers deep-tech agentic AI solutions for edge deployment, making powerful AI run efficiently on low-compute environments. They focus on real-time, on-device…Myelin Foundry offers deep-tech agentic AI solutions for edge deployment, making powerful AI run efficiently on low-compute environments. They focus on real-time, on-device…
Ranked #229 in Manufacturing & IndustrialAI Apps
AI agent monitoring and product analytics for chat and voice agents that turns real conversations into intents, user stories, policy violations, and errors, catching…Currai is AI agent monitoring and product analytics for chat and voice agents that turns real conversations into intents, user stories, policy violations, and errors, catching…
Ranked #176 for Monitoring AI modelsAI Apps
AI Ops & QA platform designed for multimodal, audio-first conversational AI agents. It provides automated testing, call review, monitoring, analytics,…Elixir Observability is an AI Ops & QA platform designed for multimodal, audio-first conversational AI agents. It provides automated testing, call review, monitoring, analytics,…
Ranked #181 for Monitoring AI modelsAI Platforms
Empowers enterprises to deploy secure, production-ready private AI systems. It enables building AI solutions across on-prem and hybrid environments, ensuring full control,…DKube empowers enterprises to deploy secure, production-ready private AI systems. It enables building AI solutions across on-prem and hybrid environments, ensuring full control,…
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Builds simulated enterprise environments (mock CRMs, ERPs and spreadsheets reachable over MCP) for training AI agents on realistic workflows with deterministic,…Blobfish AI builds simulated enterprise environments (mock CRMs, ERPs and spreadsheets reachable over MCP) for training AI agents on realistic workflows with deterministic,…
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Enterprise-ready AI development observability platform. It provides a unified API for accessing multiple AI models, offering built-in safeguards, moderation, cost…UsageGuard is an enterprise-ready AI development observability platform. It provides a unified API for accessing multiple AI models, offering built-in safeguards, moderation, cost…
Ranked #189 for Monitoring AI modelsAI Apps
Offers a hyperparameter tuning service that allows users to train models locally and receive tuning suggestions through a Python SDK. It supports classification and…Hyperopt.dev offers a hyperparameter tuning service that allows users to train models locally and receive tuning suggestions through a Python SDK. It supports classification and…
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Optimizes AI agent costs by routing calls to the right models, blocking unnecessary calls, and reusing completed work. It ensures the same output while reducing expenses,…Navige optimizes AI agent costs by routing calls to the right models, blocking unnecessary calls, and reusing completed work. It ensures the same output while reducing expenses,…
Ranked #189 in AI DevOps & Cloud ToolsAI Apps
Enables companies to reduce AI cloud inference costs by utilizing idle laptops, workstations, and servers. It allows AI workloads to run locally, minimizing cloud usage and…Kibbu enables companies to reduce AI cloud inference costs by utilizing idle laptops, workstations, and servers. It allows AI workloads to run locally, minimizing cloud usage and…
Ranked #194 in AI DevOps & Cloud ToolsAI Apps
Tracing library that transforms method calls into readable narratives for humans and AI agents. It supports TypeScript, Java, .NET, and Python, providing a…NarrativeTrace is a tracing library that transforms method calls into readable narratives for humans and AI agents. It supports TypeScript, Java, .NET, and Python, providing a…
Ranked #186 for Explaining codeAI Apps
Platform that helps developers deploy their AI-built applications online. It provides tools for app deployment, access management, and continuous updates, ensuring…Shpyrd is a platform that helps developers deploy their AI-built applications online. It provides tools for app deployment, access management, and continuous updates, ensuring…
Ranked #197 in AI DevOps & Cloud ToolsAI Apps
Identifies and fixes AI agent failures by observing customer interactions, diagnosing issues, and proposing solutions via GitHub pull requests. It supports any LLM and…Selfship identifies and fixes AI agent failures by observing customer interactions, diagnosing issues, and proposing solutions via GitHub pull requests. It supports any LLM and…
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Offers a unified API for image, video, language, and audio models with pay-per-request billing. It eliminates the need for multiple accounts and keys, providing a…SeedRouter offers a unified API for image, video, language, and audio models with pay-per-request billing. It eliminates the need for multiple accounts and keys, providing a…
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Calibrates AI decisions based on recorded outcomes, ensuring accuracy by applying corrections only when they outperform the model on unseen data. It supports TypeScript…Brussle calibrates AI decisions based on recorded outcomes, ensuring accuracy by applying corrections only when they outperform the model on unseen data. It supports TypeScript…
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Offers reliable and accountable LLM inference with features like per-call receipts, loss reporting, and service credits for eligible failures. It supports multiple…Inferock offers reliable and accountable LLM inference with features like per-call receipts, loss reporting, and service credits for eligible failures. It supports multiple…
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Fully managed service that enables users to build, train, and deploy machine learning models efficiently. It provides the necessary infrastructure, tools,…Amazon SageMaker AI is a fully managed service that enables users to build, train, and deploy machine learning models efficiently. It provides the necessary infrastructure, tools,…
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Inference platform designed for speed and control, enabling you to deploy any AI model anywhere. It offers tailored optimization, efficient scaling, and streamlined…Bento is an inference platform designed for speed and control, enabling you to deploy any AI model anywhere. It offers tailored optimization, efficient scaling, and streamlined…
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Provides high-performance, serverless AI infrastructure for developers. Run CPU, GPU, and data-intensive compute at scale with sub-second cold starts and instant…Modal provides high-performance, serverless AI infrastructure for developers. Run CPU, GPU, and data-intensive compute at scale with sub-second cold starts and instant…
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Provides a cloud API to run and fine-tune open-source machine learning models. Deploy custom models with a single line of code. Access thousands of production-ready AI…Replicate provides a cloud API to run and fine-tune open-source machine learning models. Deploy custom models with a single line of code. Access thousands of production-ready AI…
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Offers a serverless inference platform for generative AI, enabling users to run state-of-the-art open-source LLMs and image models at high speeds. It also provides…Fireworks AI offers a serverless inference platform for generative AI, enabling users to run state-of-the-art open-source LLMs and image models at high speeds. It also provides…
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Enterprise-grade platform designed for AI innovation, offering a suite of generative AI models and applications. It empowers developers and…Alibaba Cloud Model Studio is an enterprise-grade platform designed for AI innovation, offering a suite of generative AI models and applications. It empowers developers and…
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An AI infrastructure platform for developers to deploy, fine-tune, and run 200+ optimized LLMs and multimodal models through one OpenAI-compatible API with pay-as-you-go pricing.
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High-performance serving framework designed for large language and multimodal models. It provides extensive hardware support and a robust ecosystem for developers…SGLang is a high-performance serving framework designed for large language and multimodal models. It provides extensive hardware support and a robust ecosystem for developers…
See the Top 50 AI FrameworksEdge AI inference platform that allows users to run AI inference globally with a single API call. It features over 50 models and serverless pricing,…Cloudflare Workers AI is an edge AI inference platform that allows users to run AI inference globally with a single API call. It features over 50 models and serverless pricing,…
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Offers serverless GPU infrastructure for real-time AI, enabling sub-second cold starts for voice agents, video models, and LLMs. It provides instant autoscaling,…Cerebrium offers serverless GPU infrastructure for real-time AI, enabling sub-second cold starts for voice agents, video models, and LLMs. It provides instant autoscaling,…
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Offers a comprehensive headless, multi-compatible, and universal neural networks interface for developing and deploying AI models. It provides a modular frontend,…Visnet offers a comprehensive headless, multi-compatible, and universal neural networks interface for developing and deploying AI models. It provides a modular frontend,…
See the Top 250 AI AppsOpen-source, enterprise-grade API developer portal and LLM gateway. It offers unified API signatures for multiple LLMs, load balancing, traffic control, and prompt…APIPark is an open-source, enterprise-grade API developer portal and LLM gateway. It offers unified API signatures for multiple LLMs, load balancing, traffic control, and prompt…
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AI Operating System powered by blockchain technology, enabling rapid development and deployment of decentralized AI applications. It offers a low-code environment, a…Ratio1 is an AI Operating System powered by blockchain technology, enabling rapid development and deployment of decentralized AI applications. It offers a low-code environment, a…
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Optimizes TensorFlow.js for serverless Node.js applications, offering rapid cold-start times and reduced module sizes. It provides pre-trained models for tasks like…EnergeticAI optimizes TensorFlow.js for serverless Node.js applications, offering rapid cold-start times and reduced module sizes. It provides pre-trained models for tasks like…
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Provides an enterprise control layer for AI agents, enabling real-time monitoring, governance, and remediation of agent actions. It helps organizations…Rubrik Agent Cloud provides an enterprise control layer for AI agents, enabling real-time monitoring, governance, and remediation of agent actions. It helps organizations…
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Offers a unified platform for integrating various AI models, including OpenAI, Anthropic, and Gemini, into applications. It simplifies AI infrastructure management,…EmbedAPI offers a unified platform for integrating various AI models, including OpenAI, Anthropic, and Gemini, into applications. It simplifies AI infrastructure management,…
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Offers API access to advanced AI models for text and image generation, speech processing, and more. It utilizes custom inference for faster, lower-cost operations on…TextSynth offers API access to advanced AI models for text and image generation, speech processing, and more. It utilizes custom inference for faster, lower-cost operations on…
See the Top 250 AI AppsOffers serverless hosting for open-source LLMs, providing one API key for instant access to over 30,000 models. It simplifies deployment, ensuring reliability and…Featherless offers serverless hosting for open-source LLMs, providing one API key for instant access to over 30,000 models. It simplifies deployment, ensuring reliability and…
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Offers a distributed GPU cloud with over 60,000 daily active GPUs, starting at $0.02/hour. It provides low-cost, high-scale compute for AI/ML production models, inference,…Salad offers a distributed GPU cloud with over 60,000 daily active GPUs, starting at $0.02/hour. It provides low-cost, high-scale compute for AI/ML production models, inference,…
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Open-source framework designed for building and managing real-life machine learning, AI, and data science projects. It simplifies development, versioning, and…Metaflow is an open-source framework designed for building and managing real-life machine learning, AI, and data science projects. It simplifies development, versioning, and…
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MLOps and LLMOps framework for deploying, managing, and scaling AI systems on Kubernetes. It enables standardized deployment of various model types across…Seldon Core is an MLOps and LLMOps framework for deploying, managing, and scaling AI systems on Kubernetes. It enables standardized deployment of various model types across…
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Together AI is a platform for AI models. It provides access to various models, enabling developers to integrate advanced AI capabilities into their applications. The platform…
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Game theoretic approach to explain machine learning model outputs. It connects optimal credit allocation with local explanations using…SHAP (SHapley Additive exPlanations) is a game theoretic approach to explain machine learning model outputs. It connects optimal credit allocation with local explanations using…
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Open-source toolkit designed to help researchers and developers detect, understand, and mitigate unwanted bias in machine learning models. It…AI Fairness 360 (AIF360) is an open-source toolkit designed to help researchers and developers detect, understand, and mitigate unwanted bias in machine learning models. It…
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Provides documentation for its 1.23.0 version. It covers core concepts, Python integration, API references, versioning, data structures, and…ONNX (Open Neural Network Exchange) provides documentation for its 1.23.0 version. It covers core concepts, Python integration, API references, versioning, data structures, and…
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