Top AI tools for Machine Learning Engineer

Axolotl AI is a free, open-source tool designed to make fine-tuning Large Language Models (LLMs) faster, more accessible, and scalable across various AI models and platforms.

• Free

Synergetics offers a suite of rapid AI agent development tools and autonomous agent infrastructure components. It provides solutions for building, testing, and deploying AI agents.

• Paid
• From 49$

AI Techservices provides customized AI solutions and services to enhance operational efficiency and drive revenue for businesses across various industries. They specialize in machine learning, chatbots, image processing, and NLP.

• Contact for Pricing

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

Neuton TinyML is a no-code automated platform that builds extremely compact neural networks for microcontrollers and sensors, enabling AI capabilities on edge devices with models as small as 5KB.

• Freemium

BoundaryML (BAML) is a language designed for reliable structured text generation from Large Language Models (LLMs). It offers features like JSON error correction, schema coercion, and improved function-calling.

• Freemium

GTS.ai (Globose Technology Solutions) is a pioneering AI data collection company with 25+ years of industry experience, specializing in providing high-quality datasets for machine learning, including image, video, speech, and text data collection and annotation services.

• Contact for Pricing

ActiveFence provides AI safety and content moderation solutions, including red teaming, datasets, guardrails, and intelligence, for building and deploying safe, reliable, and compliant AI models and applications.

• Contact for Pricing

TuneMyAI offers a fast and easy way to finetune and deploy Stable Diffusion models. It handles MLOps, allowing users to focus on product development.

• Paid

Nebius offers a comprehensive cloud platform optimized for building, training, and running AI models and applications on NVIDIA® GPUs. It provides the resources and infrastructure for every stage of the AI journey.

• Paid

4Geeks offers comprehensive tech education through self-paced courses, bootcamps, and interactive learning tools. Leverage AI-driven feedback and expert mentorship to master skills in software engineering, data science, machine learning, and AI.

• Freemium

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

Groq provides high-speed AI inference services for leading openly-available large language models (LLMs), automatic speech recognition (ASR), and vision models via its GroqCloud™ platform.

• Usage Based

FloAI simplifies the creation of AI agent architectures, offering a flexible, modular approach for building sophisticated, agent-based applications.

• Free

Scale provides a data-centric platform for AI development, offering solutions for data annotation, model training, and generative AI applications.

• Contact for Pricing

OxyAPI provides developers with instant API access to a wide range of AI models, featuring global deployment and simple pay-as-you-go pricing.

• Usage Based

Surge AI, the world's largest RLHF platform, provides elite human data labeling for large language models in over 40 languages, trusted by top AI companies.

• Contact for Pricing
• API

Papers With Code is a free resource that provides access to trending machine learning papers, code implementations, datasets, and methods.

• Free

Inference.net provides fast, scalable, pay-per-token APIs for leading AI models like DeepSeek V3 and Llama 3.1, offering significant cost savings and easy integration.

• Usage Based

Qwen3 is a state-of-the-art large language model family featuring hybrid reasoning, Mixture-of-Experts architecture, and support for 119 languages, excelling in coding, mathematics, and multilingual applications.

• Free

Contentable.ai is an innovative platform designed to streamline AI model testing, ensuring high-performance, accurate, and cost-effective AI applications.

• Free Trial
• From 20$
• API

Roe AI simplifies data extraction, classification, and search with AI-powered SQL for documents, webpages, videos, images, and audio.

• Free Trial
• 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

SmartOne.ai provides high-quality data labeling and annotation services, transforming raw data into actionable intelligence for Enterprise and AI initiatives.

• Usage Based

LastMile AI empowers developers to seamlessly transition generative AI applications from prototype to production with a robust developer platform.

• Contact for Pricing
• API

Telmai offers a comprehensive data observability platform for data lakes and lakehouses, utilizing AI to ensure data quality and reliability without sampling or increasing cloud costs.

• Contact for Pricing

Coherence provides AI-augmented testing for evaluating AI responses and prompts, alongside a platform for streamlined cloud deployment and infrastructure management.

• Freemium
• From 35$

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

• Freemium
• From 375$

Adaptive ML provides a platform to evaluate, tune, and serve the best LLMs for your business. It uses reinforcement learning to optimize models based on measurable metrics.

• Contact for Pricing

ONNX is an open format for representing machine learning models, enabling interoperability between different AI frameworks, tools, runtimes, and compilers.

• Free

Doflow is an AI-powered visual workflow builder that enables users to combine Google Cloud services and APIs to create reliable applications, process automation, and data/ML pipelines with ease.

• Freemium
• From 10$

GPT Weekly is a newsletter providing concise updates on GPT and AI. Stay informed on the latest advancements in the field.

• Free

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

LMCache is an open-source Knowledge Delivery Network (KDN) designed to accelerate LLM applications, making them up to 8x faster and more cost-effective. It improves performance for AI chatbots and RAG queries through prompt caching and KV cache compression.

• Free

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

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

GGML is a tensor library for machine learning, enabling large models and high performance on commodity hardware. It's designed for efficient on-device inference.

• Free

XetHub provides a backend storage solution for Hugging Face, enabling large-scale collaboration and streamlined development for ML teams. It offers software-style development practices for machine learning projects.

• Free

FiftyOne is an enterprise-grade platform for managing, visualizing, and refining visual AI datasets and models, enabling efficient development of computer vision applications at scale.

• Freemium

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

Cognee is an AI memory engine that enhances the accuracy of LLM applications and agents. It transforms raw data into structured knowledge, improving the reliability of responses from large language models.

• Freemium
• From 1970$

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

RightNow AI is an AI-powered platform designed to analyze, profile, and automatically optimize CUDA code, identifying bottlenecks and enhancing GPU throughput for developers and teams.

• Paid
• From 14$

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$

Tenyks offers a visual intelligence platform that transforms unstructured visual data into actionable intelligence. Leverage GenAI to make videos searchable and gain insights with human-level precision.

• Usage Based
• From 27$

DeepSpeed is an open-source deep learning optimization suite designed to accelerate the training and inference of large-scale models with unprecedented scale and speed. It enables efficient handling of models with billions or trillions of parameters.

• Free

Gretel provides a platform for generating high-quality, privacy-preserving synthetic data to improve AI model training and performance. It offers tools to create, validate, and manage synthetic datasets.

• Freemium

Vaex.io provides data science solutions, leveraging the Vaex library to handle large datasets (starting at 100GB) on any machine, enabling efficient data exploration, visualization, and machine learning model building and deployment.

• Contact for Pricing

Dify.AI offers a next-generation development platform for building and operating generative AI applications with ease and flexibility.

• Free Trial
• From 59$
• API

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