Top AI tools for Machine Learning Engineer

Cleanlab is a management platform for Reliable AI, enabling businesses to detect, observe, and resolve AI failures in real time, ensuring trust in RAG and Agentic AI systems.

• Free Trial

Label Studio is an open-source data labeling platform that enables users to annotate various data types including GenAI, images, audio, text, time series, and video for machine learning model training and validation.

• Freemium

Molmo AI is a family of open-source, state-of-the-art multimodal AI models designed for rich interactions by processing text, images, and more.

• Free

Graphsignal monitors, profiles, and accelerates hosted LLM inference and model APIs, providing full visibility and deep insights for AI optimization.

• Freemium
• From 375$

Bytewax is a complete data processing solution offering a Python-native, stateful stream processor for building and deploying real-time data pipelines.

• Free

Deepnote is a cloud-based collaborative platform that combines Python, SQL, and R with AI capabilities to help data professionals analyze, visualize, and share their work through interactive notebooks and dashboards.

• Freemium
• From 9$

The GitHub Blog provides news, insights, technical articles, and updates on software development, AI, machine learning, security, and the GitHub platform.

• Free

FinetuneDB is an AI fine-tuning platform that allows teams to build, train, and deploy custom language models using their own data, improving performance and reducing costs.

• Freemium

Mirantis k0rdent AI provides unified management for AI application and platform workloads across hybrid, multi-cloud, and edge environments, ensuring efficiency, compliance, and scalability for enterprises.

• Contact for Pricing

DataStax offers an AI development platform and near-zero latency database (Astra DB) with built-in vector and knowledge graph capabilities. It simplifies AI development and data management for building and deploying AI applications.

• Usage Based

LlamaHub is a repository providing data loaders, agent tools, and LlamaPacks to quickly build and customize Retrieval-Augmented Generation (RAG) applications using frameworks like LlamaIndex and LangChain.

• Free

Google Cloud Skills Boost provides training and credentials for individuals and teams to enhance their Google Cloud and AI skills, from beginner to expert levels. Achieve your goals with hands-on learning and industry-recognized certifications.

• Freemium

Marvin is a lightweight toolkit for building natural language interfaces that are reliable, scalable, and easy to trust.

• Free

xTuring is an open-source software that enables customization of Large Language Models (LLMs) with a user-friendly interface, focusing on simplicity, efficiency, and flexibility.

• Other

PyTorch is an open-source machine learning framework facilitating the transition from research prototyping to production deployment, featuring distributed training and a robust ecosystem.

• Free

Narrow AI autonomously writes, monitors, and optimizes prompts for any large language model, enabling faster AI feature deployment and reduced costs.

• Contact for Pricing

Hopsworks is an MLOps platform and feature store that enables organizations to build, deploy, and manage AI systems with reproducibility, consistency, and scalability. It offers a unified solution for GenAI, real-time applications, and traditional machine learning.

• Freemium

FyneTuner AI is a platform that enables users to create and fine-tune custom AI models with minimal input requirements.

• Paid
• From 20$

Jetcode is an AI coding assistant designed to help developers write, debug, and refactor code more efficiently using artificial intelligence, integrating directly into popular IDEs.

• Freemium
• From 10$

Levytation is a global marketplace connecting users with affordable, scalable AI/ML/data teams and on-demand compute resources. It also allows GPU owners to rent out their idle GPUs for income.

• Contact for Pricing

Conviction is an AI platform designed for evaluating, testing, and monitoring Large Language Models (LLMs) to help developers build reliable AI applications faster. It focuses on detecting hallucinations, optimizing prompts, and ensuring security.

• Freemium
• From 249$

interviewDB is a comprehensive AI-powered platform designed to help professionals prepare for AI and machine learning job interviews by providing expertly curated questions, personalized feedback, and insider hiring insights.

• Paid
• From 49$

Maihem empowers technology leaders and engineering teams to test, troubleshoot, and monitor any (agentic) AI workflow at scale. It offers industry-leading AI testing and red-teaming capabilities.

• Contact for Pricing

Apache TVM is an open-source machine learning compiler framework designed to optimize and efficiently run computations on various hardware backends, including CPUs, GPUs, and accelerators.

• Free

Defined.ai offers a vast marketplace of ethically sourced training data for AI development, along with expert services to ensure responsible and effective AI solutions.

• Contact for Pricing

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

Compare AI Models is a platform providing comprehensive comparisons and insights into various large language models, including GPT-4o, Claude, Llama, and Mistral.

• Freemium

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

syntheticAIdata is a platform that enables businesses to create high-quality synthetic data for training vision AI models, offering unlimited data generation with perfect annotations while ensuring privacy and regulatory compliance.

• Contact for Pricing

A web-based tool that provides real-time token counting and cost estimation for various Large Language Models (LLMs), including OpenAI's GPT models and Anthropic's Claude models.

• Free

AI Guru offers expert services in Artificial Intelligence, Machine Learning, and Deep Learning, including training, mentoring, and prototyping.

• Contact for Pricing

Gradio is a Python library that enables quick creation and sharing of web interfaces for machine learning models, making them accessible to anyone, anywhere.

• Free

CodeSquire is an advanced AI code writing assistant designed specifically for data scientists, engineers, and analysts, enhancing productivity and coding efficiency.

• Free Trial
• API

Wale IDE offers a user-friendly environment for creating and running custom prompts with data integration, parameter tuning, and history tracking for enhanced prompting efficiency.

• Free Trial
• API

Agenta is an LLM engineering platform offering tools for prompt engineering, versioning, evaluation, and observability in a single, collaborative environment.

• Freemium
• From 49$

AtScale provides an independent semantic layer that connects any data source to any AI or business intelligence tool, enabling secure, live data access, consistent metrics, and enhanced analytics performance.

• Freemium

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

ProjectAI is an AI-assisted learning platform guiding users through building real-world projects in software engineering, web development, data science, and more.

• Paid

FileMarket AI is a data platform that collects, validates, and labels high-quality datasets for AI training through human contributors and AI agents, offering fair compensation to data providers.

• Usage Based

NEAR AI develops open-source infrastructure and tools for a user-owned AI future, including a Developer Hub and Agent Protocol.

• Free

Fennel provides real-time and batch ML pipelines with incremental computation, offering efficiency and data freshness. Author, compute, store, serve, monitor, and govern your machine learning features.

• Contact for Pricing

PromptBase is a marketplace for buying and selling quality prompts that produce the best results and save you money on API costs.

• Freemium
• API

VectorAdmin offers a universal user interface and tool suite for managing vector databases used in LLM applications, simplifying data handling and reducing embedding costs.

• Freemium

WebCrawler API provides a developer-focused API for streamlined web crawling and data scraping, delivering website content in various formats suitable for training LLM AI models.

• Usage Based

Striveworks Chariot is an MLOps platform that enables rapid building, deployment, and monitoring of machine learning models with full data and model auditability.

• Contact for Pricing

LLM Outputs is an AI tool designed to detect and remediate incorrect structured data generated by Large Language Models (LLMs), ensuring data accuracy and reliability. It validates data formats like JSON, CSV, and XML against specifications to prevent format errors and hallucinations.

• Freemium

LandingAI is a comprehensive visual AI platform that enables businesses to build, deploy, and scale computer vision solutions with minimal technical expertise, offering streamlined MLOps and enhanced model efficiency.

• Freemium
• From 50$

Oxen.ai provides open-source tools to track, iterate, collaborate on, and discover multi-modal data in any format for building world-class AI datasets.

• Free

Stable Diffusion API offers a suite of AI APIs, including text-to-image, image editing, and model training, enabling developers to build next-generation AI products without managing GPUs.

• Paid
• From 27$

Phoenix accelerates AI development with powerful insights, allowing seamless evaluation, experimentation, and optimization of AI applications in real time.

• Freemium