AI Agents
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.…
Best MLOps & Model Deployment AI Tools
113 toolsDiscover 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 113 MLOps & Model Deployment AI Tools across AI Apps, AI Platforms, AI Frameworks, AI Agents and AI GitHub Repos and more.
113 tools
AI Agents
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…
AI Frameworks
MLflow provides comprehensive documentation for both traditional machine learning workflows and modern LLM/agent development. It covers experiment tracking, model registry,…
AI Agents
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…
AI Frameworks
Kubeflow documentation provides comprehensive resources for understanding and utilizing the Kubeflow platform. It covers getting started guides, details on subprojects, community…
AI Platforms
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…
AI Agents
LM Studio allows you to run local AI models directly on your computer. It supports models like gpt-oss, Llama, Gemma, Qwen, and DeepSeek. Deploy and use AI models privately…
AI Platforms
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…
AI Platforms
DataRobot provides a unified agent workforce platform designed for enterprises, enabling businesses to build, operate, and govern AI applications effectively while minimizing…
AI Platforms
Red Hat OpenShift AI is a flexible hybrid cloud platform that integrates MLOps, GenAIOps, and AgentOps capabilities, enabling organizations to accelerate the deployment of agentic…
AI Platforms
Clarifai is a leading AI platform for compute orchestration, designed for scale and speed. It streamlines complex AI tasks by dynamically managing compute resources, enabling…
AI Platforms
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,…
AI Frameworks
Comet's ML platform empowers data science and machine learning teams to track, compare, explain, and optimize models throughout the entire ML lifecycle. It streamlines experiment…
AI GitHub Repos
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…
AI 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.
AI Platforms
DeepInfra is an AI inference cloud that serves 100+ machine learning models through developer-friendly APIs with pay-as-you-go pricing. It targets developers and enterprises who…
AI Platforms
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.
AI Frameworks
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…
AI Platforms
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…
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,…
AI Platforms
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…
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…
AI Platforms
ZenML is a unified layer for machine learning and AI, enabling reproducible ML pipelines and agent evaluations. It integrates seamlessly with existing infrastructure, allowing…
AI GitHub Repos
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…
AI Platforms
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,…
AI Platforms
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…
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…
Teammately is an AI Agent designed for AI Engineers to build reliable AI services. It automates and accelerates AI development by generating prompts, refining AI models, and…
AI Agents
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…
AI Agents
CRAB is a comprehensive benchmark framework for evaluating multimodal language model agents. It offers cross-environment support, a graph evaluator, and automated task generation,…
AI Apps
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…
AI Apps
Visnet offers a comprehensive headless, multi-compatible, and universal neural networks interface for developing and deploying AI models. It provides a modular frontend,…
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…
AI Apps
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…
AI Apps
Meteron AI offers an all-in-one toolset for growing AI businesses, handling LLM and generative AI metering, load-balancing, and storage. It frees developers from complex…
AI Apps
Coxwave Align is an analytics engine for Generative AI products, enabling organizations to monitor, analyze, and evaluate LLM-based conversational data. It helps identify…
AI Apps
Hamming AI offers a comprehensive platform for enterprise voice and chat agent QA and production monitoring. It automates scenario generation, replays production calls, and…
AI Apps
EvalsOne was a platform designed for the effortless evaluation of generative AI applications. It provided tools and features to help users assess and understand the performance of…
AI Apps
ClearML's GenAI App Engine accelerates GenAI adoption by enabling one-click LLM deployment, compute cost optimization, and AI performance monitoring within a secure, scalable…
AI Apps
EmbedAPI offers a unified platform for integrating various AI models, including OpenAI, Anthropic, and Gemini, into applications. It simplifies AI infrastructure management,…
Orq.ai is a generative AI collaboration platform designed to help teams build, ship, and scale AI applications efficiently and securely. It provides a unified environment for…
AI Apps
Awan LLM offers an unrestricted and cost-effective LLM inference API platform for developers and power users. It provides unlimited tokens, allowing for extensive data processing,…
AI Apps
Mancer provides access to unconstrained large language models (LLMs) for everyone. It offers a platform to run any prompt against powerful LLMs without filters or guidelines.…
AI Apps
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…
AI Apps
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…
AI Apps
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…
AI Apps
Klu.ai empowers teams to design, deploy, and optimize Large Language Model (LLM) applications. It offers collaborative prompt design, evaluation workflows, and observability tools…
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…
AI Agents
Coval provides a simulation and evaluation platform for AI voice and chat agents. It helps teams test, monitor, and optimize their AI agents at scale, catching millions of edge…
Cekura provides automated end-to-end testing and observability for conversational AI agents. It simulates pre-production scenarios with diverse personas and monitors live…
AI 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,…
AI Apps
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…
AI Apps
ManagePrompt is an open-source local LLM call debugger that captures every API call during development. It provides full request/response details, token usage, cost estimation,…
AI Apps
Deployo transforms AI models into production-ready applications with an intuitive, cloud-agnostic, and secure infrastructure. It streamlines machine learning workflows, enabling…
AI Apps
Backmesh is an open-source backend that secures your LLM API keys, preventing leaks and controlling costs. It offers JWT authentication, per-user rate limits, and API resource…
AI Apps
Elixir Observability is an AI Ops & QA platform designed for multimodal, audio-first conversational AI agents. It provides automated testing, call review, monitoring, analytics,…
AI Apps
mpathic AI offers a human-centered AI safety platform that analyzes conversational and contextual data. It helps AI builders evaluate, stress-test, and improve human-facing models…
AI Apps
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…
AI Apps
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,…
ModelsLab offers a unified API for developers to access over 1000 generative AI models. Generate images, video, audio, and leverage LLMs for fast, scalable, and cost-effective…
AI Platforms
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…
AI Platforms
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…
AI Platforms
Cortex provides scalable cloud infrastructure for deploying, managing, and scaling machine learning models in production. It offers serverless and batch processing, automated…
AI Platforms
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…
AI Platforms
SUPERWISE AMP is an Agentic Management Platform for regulated industries, offering complete visibility, real-time guardrails, and policy enforcement. It enables businesses to…
AI Platforms
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,…
AI Platforms
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…
AI Models
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…
AI Frameworks
OpenVINO is an open-source toolkit for deploying high-performance AI solutions across diverse hardware. It enables developers to convert, optimize, and run inference for both…
AI Frameworks
Weights & Biases offers a platform for developing AI models and shipping LLM applications. It provides experiment tracking, evaluation, and observability tools, alongside managed…
AI Frameworks
SHAP (SHapley Additive exPlanations) is a game theoretic approach to explain machine learning model outputs. It connects optimal credit allocation with local explanations using…
LIME is a Python package for generating local, interpretable, and model-agnostic explanations of machine learning model predictions. It helps understand why a model makes a…
AI Frameworks
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…
AI Frameworks
Fairlearn is an open-source toolkit designed to assess and improve the fairness of AI systems. It provides tools for identifying and mitigating unfairness in machine learning…
AI Frameworks
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…
AI Frameworks
LiteRT is Google's high-performance on-device machine learning framework for deploying GenAI and ML models on edge platforms. It offers efficient conversion, runtime, and…
AI Frameworks
Core ML is an Apple framework that allows developers to integrate machine learning models directly into their apps. It provides a unified representation for models, enabling…
AI Frameworks
TensorFlow Extended (TFX) is a Google-production-scale machine learning platform. It provides a configuration framework and shared libraries to integrate common components for…
AI Frameworks
BigDL-LLM is an open-source library for running large language models (LLMs) on Intel XPU hardware, from laptops to cloud GPUs. It supports INT4/FP4/INT8/FP8 quantization for low…
AI Frameworks
DeepDetect is an AI framework designed for deep learning model deployment and management. It simplifies the process of serving machine learning models, enabling developers to…
AI Frameworks
Cortex provides production infrastructure for machine learning at scale, enabling the deployment, management, and scaling of ML models. It supports serverless, real-time,…
AI Frameworks
Seldon Core 2 is a Kubernetes-native framework for deploying and managing ML and LLM systems at scale. It offers a flexible, modular architecture for on-premise, hybrid, and…
AI Frameworks
BentoML is a unified inference platform designed for deploying and scaling AI systems. It allows developers to serve any model on any cloud with production-grade reliability,…
AI Communities
Flyte is an open-source workflow orchestration platform. This community resource hub offers access to events, case studies, blogs, and documentation. Connect with AI and ML…
AI Agents
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,…
AI Agents
Wayfound provides AI agent supervision for business users, enabling enterprise-wide performance monitoring and risk reduction. It ensures AI agents align with goals and policies,…
AI Agents
Chat Arena is an open-source platform for evaluating and comparing large language models (LLMs). It allows users to pit different AI models against each other in conversational…
AI Apps
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…
AI Apps
Cleanlab empowers teams to build safer AI agents by detecting and remediating incorrect responses before they reach users. It ensures AI outputs meet standards for safety,…
AI Apps
Zenbase is a developer-focused platform that simplifies the creation and deployment of AI applications. It provides tools and infrastructure to help developers build, test, and…
AI Apps
GPUX offers serverless GPU inference for AI models, enabling fast deployment and execution of machine learning workloads. It provides quick cold starts, supports various AI models…
AI Mobile Apps
AI-Mask is a Chrome extension enabling in-browser AI model execution directly on your device. It acts as a gateway for web applications needing local AI processing, offering free,…
AI Apps
Langdrive is a platform for deploying AI applications. It provides hosting documentation to guide users through the process of launching their first app. The site indicates that…
AI Apps
Raindrop is an observability and monitoring platform for AI agents that captures every production run, automatically detects silent failures like hallucinations and loops, and…
AI Apps
Runware is a generative AI inference platform that provides one unified API for image, video, audio, 3D, LLM, and vision models. It offers 400K+ models, managed infrastructure,…
AI Apps
An inference platform built for coding agents, offering fast frontier models plus specialized models for code search, applying edits, context compaction, and monitoring through…
AI Apps
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…
AI Apps
Chirpz AI is an applied AI lab focused on agent engineering. Its product, PandaProbe, is an open-source platform for tracing, evaluating, and monitoring AI agents so teams can…
AI Apps
An intelligent model router for coding agents that helps engineering teams reach frontier-quality output at a fraction of the cost by routing each request to the most suitable…
AI Apps
A specialized AI inference and integration provider that hosts open, proprietary, and custom models behind one OpenAI-compatible API, with pay-as-you-go pricing, higher rate…
AI Apps
A high-speed AI inference provider that serves models on purpose-built ASIC infrastructure through an OpenAI-compatible API, offering low time-to-first-token and high throughput…
AI Apps
Aurikо is an AI control plane for LLM inference, offering a model gateway, intelligent routing, observability, and FinOps in a single platform. It enables users to optimize costs…
RunInfra is a chat-native AI model optimization platform that benchmarks GPUs, optimizes kernels, and deploys production APIs. It allows teams to build and deploy AI applications…
AI Apps
Routescope is a unified AI model aggregation and distribution gateway that supports cross-format conversion of various large language models to OpenAI, Claude, and Gemini…
AI Apps
vLLM is a high-throughput and memory-efficient inference and serving engine for Large Language Models (LLMs). It enables faster deployment of AI models with state-of-the-art…
AI Apps
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…
AI Apps
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…
AI Apps
Adaline is an observability and evals platform designed for self-improving AI agents. It transforms production traces into actionable behaviors, evaluations, synthetic datasets,…
AI Apps
Mosaic AI Model Serving offers scalable, real-time model inference that integrates seamlessly with data workflows. It supports various AI models, ensuring efficient deployment and…
Inference Endpoints by Hugging Face allows users to deploy AI models from the Hugging Face Hub in minutes. It provides a fully managed platform, enabling developers to focus on…
NVIDIA Dynamo-Triton enables deployment of AI models across various frameworks like TensorRT, PyTorch, and ONNX. It supports real-time, batched, and streaming workloads, making it…
6 days ago
Toyota collaborates with Google Cloud to democratize AI on the factory floor. The hybrid cloud architecture enhances manufacturing efficiency, allowing workers to develop machine…
AI GitHub Repos
Agentic GenAI Maintenance Copilot is an Azure-deployed tool designed for rotating-equipment investigation. It utilizes LangGraph, RAG, and FastAPI, incorporating human-in-the-loop…
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