Top AI tools for Machine Learning Engineer

Gentrace is an LLM evaluation platform designed for AI teams to test and automate evaluations of generative AI products and agents. It facilitates collaborative development and ensures high-quality LLM applications.

• Usage Based

Manticore Search is a high-performance, open-source database optimized for search applications, including vector and semantic search. It serves as a cost-effective and resource-efficient alternative to Elasticsearch, excelling in speed and handling large datasets.

• Free

Scorecard.io is an evaluation platform designed for testing and validating production-ready Generative AI applications, including LLMs, RAG systems, agents, and chatbots. It supports the entire AI production lifecycle from experiment design to continuous evaluation.

• Contact for Pricing

Llama Family is a Chinese community platform dedicated to the open-source development of Llama models and AI technology. It offers resources, computing power, and a collaborative environment for developers and enthusiasts.

• Free

Comfy.ICU offers a cloud platform to run, share, and deploy ComfyUI workflows without downloads or setups. Utilize powerful GPUs and pay only for active usage.

• Freemium
• From 10$

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

• Paid
• From 20$

Data Science Dojo is an e-learning platform offering online and in-person bootcamps and courses in data science, AI, and Large Language Models for all skill levels.

• Freemium

The Full Stack offers courses and resources for building AI-powered products, covering everything from initial concept to deployment and continual learning.

• Free

BentoML is a unified inference platform for building scalable AI systems. Deploy any AI/ML model in your cloud with speed and flexibility.

• Usage Based

Inspirit AI offers online AI education programs for high school and middle school students, taught by Stanford and MIT alumni. Students learn core AI concepts and build socially impactful AI projects.

• Paid

OpenNN is an open-source C++ library for developing and implementing high-performance neural networks in machine learning projects.

• Free

TensorDock provides cost-effective GPU and CPU cloud infrastructure for deep learning, AI, rendering, and scientific computing. It offers a wide range of GPUs and CPUs at up to 80% lower cost than other cloud providers.

• Usage Based

Baseten provides a high-performance platform for deploying and scaling AI models, supporting custom and open-source options with flexible cloud, self-hosted, or hybrid deployments.

• Freemium

GenWorlds is a comprehensive ecosystem for building and deploying multi-agent AI systems, featuring customizable environments, scalable architecture, and advanced cognitive processes for AI agents.

• Contact for Pricing

Supervisely is a comprehensive computer vision platform to curate, label, and build production models for images, videos, 3D, medical imagery, and more.

• Freemium
• From 199$

Foresight AI is a Silicon Valley-based platform that provides a training academy for autonomous vehicles and mobile robots using semantic 3D data and real-world driving scenarios.

• Contact for Pricing

Quasara 'Synapsis' is a vectorization engine that transforms visual data into vector embeddings. It's designed for applications in autonomous driving, infrastructure inspection, earth observation, and manufacturing.

• Contact for Pricing

Turing provides AI solutions for enterprises, focusing on Large Language Model (LLM) training, evaluation, and deployment, alongside custom engineering and access to top-tier AI talent.

• Contact for Pricing

Google for Developers provides a comprehensive suite of tools, APIs, platforms, and resources to help developers build, deploy, and manage applications across various Google technologies.

• Freemium

Codistwa provides mentorship and courses focused on helping professionals build practical AI/ML projects to enhance skills and career visibility.

• Freemium

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

Latitude is an open-source platform that helps teams track, evaluate, and refine their AI prompts using real data, enabling confident deployment of AI products.

• Freemium
• From 99$

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

Swarms is a platform for accessing and discovering AI tools, agents, and prompts. It offers various subscription plans, including a free tier with pay-per-use pricing.

• Freemium

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

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

Weaviate is an open-source vector database that enables developers to build AI-native applications with improved search capabilities, reduced hallucination, and enhanced data security. It supports hybrid search, RAG, and generative feedback loops.

• Freemium
• From 25$

Mockaroo is a robust AI-powered tool for generating realistic mock data in diverse formats, helping developers test applications effectively under real-world conditions.

• Freemium
• From 5$

Forefront is a comprehensive platform that enables developers to fine-tune, evaluate, and deploy open-source AI models with a familiar experience, offering complete control and transparency over AI implementations.

• Freemium
• From 99$

Picsellia is an MLOps platform designed specifically for Computer Vision, enabling teams to build, train, monitor, and improve their applications.

• Contact for Pricing

Blaize provides AI edge computing solutions, including hardware platforms and a code-free software suite, designed for efficient and flexible deployment of AI applications across various markets.

• Contact for Pricing

Pruna AI is an AI inference optimization framework designed for ML teams to enhance efficiency and productivity. It combines compression algorithms to make AI models faster and more cost-effective.

• Usage Based
• From 1$

Neura Prep is an interactive interview preparation platform specifically designed for AI and data science roles, offering curated questions, ML-powered feedback, and realistic simulations.

• Freemium

SapientML is an AutoML technology that accelerates and improves the creation of AI models by learning from existing datasets and pipelines.

• Other

Dataoorts offers a specialized GPU cloud platform designed for AI developers. It provides fast, secure, and affordable instances optimized for AI, ML, and DL tasks.

• Usage Based

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$

Arc53 provides tailored AI and machine learning solutions, specializing in NLP, computer vision, and predictive analytics to help businesses optimize operations, gain insights, and reduce costs.

• Contact for Pricing

Cortex Blockchain is a pioneering open-source public blockchain platform that enables on-chain AI execution and machine learning inference through its innovative Cortex Virtual Machine (CVM) and AI inference engine.

• Other

Kumo AI provides a platform to train AI models for predictions and embeddings directly on relational data, eliminating the need for feature engineering. Leverage Relational Deep Learning and Graph Transformers for faster, more impactful AI applications.

• Contact for Pricing

Sahara AI is a blockchain-powered platform that enables users to create, monetize, and collaborate on AI models, datasets, and applications while ensuring transparent attribution and ownership.

• Contact for Pricing

Vespa.ai is a platform for developing and running large-scale enterprise AI applications, leveraging big data, RAG, vector search, machine learning, and LLMs for fast and precise decision-making.

• Free Trial

Crynux provides a decentralized, permissionless network for Edge AI, offering scalable AI model services like inference and training via API, secured by blockchain technology.

• Usage Based

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

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

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

RunningHub is a cloud-based platform for developing, running, and publishing ComfyUI workflows as AI applications using high-performance GPUs and an online IDE.

• Freemium

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

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

• Free

Cognify AI specializes in developing advanced AI-powered conversational agents and Large Language Model (LLM) applications, leveraging expert knowledge in machine learning and deep learning.

• Contact for Pricing

Felafax offers a simple, scalable, and open enterprise AI platform designed to run on diverse accelerators like TPUs and GPUs, achieving significant cost-efficiency.

• Contact for Pricing