Top AI tools for Machine Learning Engineer

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

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$

Delta Lake is an open-source storage framework that enables the creation and management of modern lakehouse architectures with support for multiple compute engines and formats, offering robust data reliability and interoperability.

• Free

Innovatiana provides high-quality, ethically sourced data labeling services to maximize the performance of your AI models. We specialize in data labeling, collection, moderation, document processing, and NLP.

• Pay Once

Flow AI accelerates AI agent development by providing continuously evolving, validated test data grounded in real-world information and refined by domain experts.

• Contact for Pricing

Neural Magic offers enterprise inference server solutions to streamline AI model deployment, maximizing computational efficiency and reducing costs on both GPU and CPU infrastructure.

• Contact for Pricing

Hegel AI provides a developer platform for building, monitoring, and improving large language model (LLM) applications, featuring tools for experimentation, evaluation, and feedback integration.

• Contact for Pricing

Promptmetheus is a comprehensive prompt engineering IDE that helps developers and teams create, test, and optimize language model prompts with support for 100+ LLMs and popular inference APIs.

• Freemium
• From 29$

Carbon enables LLMs to access unstructured data from any source. It provides a universal retrieval engine with pre-built connectors for seamless data integration.

• Usage Based
• From 85$

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

GptSdk streamlines AI prompt management by integrating with your version control system. Store, manage, test, and execute prompts with enhanced collaboration and zero latency.

• Freemium
• From 25$

Qdrant is a leading open-source vector database and similarity search engine designed for high-dimensional vectors and massive-scale AI applications. It offers cloud-native scalability, ease of use, cost efficiency, and Rust-powered reliability.

• Freemium

Jaxon provides solutions to ensure trustworthy AI by mathematically proving the accuracy of Large Language Model (LLM) outputs. Its Domain-Specific AI Logic (DSAIL) addresses the AI hallucination problem through rigorous fact-checking and formal reasoning.

• Contact for Pricing

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

Mastra is a TypeScript agent framework designed for developers to prototype and productionize AI features and intelligent agents using a modern JavaScript stack.

• Contact for Pricing

PIXTA AI is a comprehensive data marketplace platform that provides customized visual datasets and data annotation services for AI development, focusing on computer vision, audio, and language processing applications.

• Contact for Pricing

Kili Technology is a data-centric AI platform providing tools and services for creating high-quality training datasets and evaluating LLMs. It streamlines the data labeling process and offers expert-led project management for machine learning projects.

• Freemium

Deep Infra is a serverless ML platform offering access to top AI models through a simple API, with pay-per-use pricing and automatic scaling capabilities.

• Usage Based

Parea is a platform for testing, evaluating, and monitoring Large Language Model (LLM) applications, helping teams track experiments, collect human feedback, and deploy prompts confidently.

• Freemium
• From 150$

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

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

Openlayer provides a secure, SOC 2 Type 2 compliant platform for testing, evaluation, and observability of machine learning models. With its seamless, 60-second onboarding and commit-style versioning, it makes data-driven ML evaluation painless and effective.

• Contact for Pricing
• API

Infrabase.ai is a comprehensive directory platform that helps users discover and compare AI infrastructure tools across various categories including vector databases, prompt engineering, and observability analytics.

• Free

Quadric provides a leading processor architecture, the Chimera GPNPU, optimized for on-device AI computing, delivering high ML inference performance and C++ code execution in a unified architecture.

• Contact for Pricing

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

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

KDB.AI is a scalable vector database designed for building production-grade AI applications, offering high uptime and low latency search capabilities.

• Freemium

Snorkel Flow is an AI data development platform that accelerates the creation of production AI applications by enabling programmatic data labeling, annotation, and development.

• Contact for Pricing

Mindkosh is a comprehensive platform for data curation, labeling, and validation, offering annotation services and tools for AI projects.

• Other

CNTXT offers tailored AI strategies and data services, helping businesses extract actionable value from data and streamline AI application development.

• Contact for Pricing

Faiss is a library developed by Meta AI for efficient similarity search and clustering of dense vectors, supporting large datasets and GPU acceleration.

• Free

Deepen AI provides tools and services for multi-sensor data labeling and calibration, accelerating computer vision training for autonomous vehicles, robotics, and more.

• Usage Based
• From 300$

Not Diamond accelerates AI development and improves accuracy with data-driven multi-model routing. It optimizes model selection for each query, enhancing performance and reducing costs.

• Freemium
• From 100$

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

BabyAGI is an open-source, experimental Python framework designed for developing autonomous agents capable of building themselves, featuring a function management system and dashboard.

• Free

Mobius Labs offers Aana, an open-source multimodal AI framework focused on delivering highly accurate and efficient AI models for text, audio, and video processing, significantly reducing compute costs and time.

• Contact for Pricing

Oumi provides an open, collaborative platform for researchers and developers to build, evaluate, and deploy state-of-the-art AI models, from data preparation to production.

• Contact for Pricing

Zilliz Cloud is a fully-managed vector database service built on Milvus, designed for speed, scalability, and high performance in AI applications.

• Freemium
• From 99$

Rubra provides a collection of open-weight large language models (LLMs) enhanced with tool-calling capabilities, ideal for building AI agents.

• Free

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

• Contact for Pricing

Elicit accelerates academic research by automating tasks such as summarizing research papers, extracting data, and synthesizing findings for enhanced productivity.

• Freemium
• From 10$

Vast.ai is a global GPU marketplace offering up to 6X cost savings on GPU compute through a unified interface, connecting users to providers ranging from hobbyists to Tier 4 data centers.

• Usage Based

OpenTools provides a unified API enabling developers to connect Large Language Models (LLMs) with a diverse ecosystem of tools, simplifying integration and management.

• Usage Based

Future AGI is a comprehensive evaluation and optimization platform designed to help enterprises build, evaluate, and improve AI applications, aiming for high accuracy across software and hardware.

• Freemium
• From 50$

Blackshark.ai generates a real-time, accurate, semantic, and photorealistic 3D digital twin of the entire planet using machine learning and satellite imagery. This technology supports various applications, including simulation, visualization, and geospatial analytics.

• Contact for Pricing

DataWars offers a project-based learning platform for data science and machine learning, featuring an AI assistant, interactive playgrounds, and skill assessments for effective hands-on experience.

• Freemium
• From 21$

Pinecone is a leading vector database designed for creating and scaling high-performance, accurate AI applications. It offers a fully managed, scalable infrastructure for managing vector embeddings.

• Freemium
• From 25$

AI Python Libraries is a comprehensive directory platform that provides developers with access to powerful Python libraries for AI development, including machine learning, deep learning, natural language processing, and data visualization tools.

• Free

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

• Free

Prepair is an AI platform for job candidates to practice personalized interviews and track performance, and for recruiters to streamline hiring with AI-driven candidate screening and analysis.

• Freemium