Top AI tools for Machine Learning Engineer

Horay.ai provides developers with a high-speed API platform for various AI models, including LLMs, image generation, and voice generation, focusing on efficiency and scalability.

• Usage Based

LM Studio is a user-friendly desktop application that allows users to run various large language models (LLMs) locally and offline, including Llama 2, PN3, Falcon, Mistral, StarCoder, and GEMMA models from Hugging Face.

• Free

Voyager is a groundbreaking LLM-powered embodied lifelong learning agent that autonomously explores Minecraft, continuously developing new skills and making discoveries without human intervention using GPT-4.

• Other

Cekura is a platform designed for testing and monitoring Voice AI agents, enabling developers to ensure seamless conversational experiences across various scenarios before launch.

• Free Trial
• From 500$

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

ApertureDB is a purpose-built database designed to simplify the management of multimodal data for AI applications. It integrates multimodal data storage, knowledge graphs, and vector search to accelerate AI development.

• Free Trial
• From 238$

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

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

• Contact for Pricing

TopK provides a unified API for embeddings, database management, and ranking, simplifying complex search stack implementations for developers.

• Contact for Pricing

CVAT is an industry-leading data annotation platform designed for machine learning teams, offering comprehensive tools for image, video, and 3D data labeling with AI-assisted features.

• Freemium
• From 33$

Weco utilizes an AI research engineer, AIDE, to automate code optimization and research through benchmark-driven experimentation, delivering measurable performance improvements.

• Contact for Pricing

Comfy Directory is a centralized platform for finding and sharing resources related to ComfyUI, including workflows and custom nodes.

• Free

FeatureByte simplifies building and deploying predictive AI models, enabling users like developers and data analysts to create accurate, production-ready models rapidly.

• Contact for Pricing

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

Gemini CLI is an open-source command-line interface by Google, offering advanced AI capabilities directly in your terminal for coding, automation, and real-time context integration. Designed for developers, it enables multimodal input, task automation, and seamless workflow customization.

• Free

Dagster is a data orchestrator designed for data engineers to build and manage data platforms. It enables rapid development, testing, and confident deployment of data pipelines.

• Paid
• From 10$

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

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

Determined AI is an open-source deep learning platform that streamlines model training, distributed computing, and GPU resource management. It enables teams to train models faster while optimizing hardware utilization and experiment tracking.

• Contact for Pricing

Magic is developing advanced AI code models to automate software engineering and AI research, aiming for a safe path towards Artificial General Intelligence (AGI).

• Other

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

Lambda provides on-demand NVIDIA GPU instances and clusters for AI training and inference. It offers a range of services, including 1-Click Clusters, on-demand instances, and private clouds, designed for AI developers.

• Usage Based

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

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

Dataiku is an enterprise-grade platform that unifies data preparation, machine learning, and AI governance capabilities, enabling organizations to build, deploy, and manage AI projects at scale.

• Freemium

Langtrace is an open-source observability and evaluations platform designed to help developers monitor, evaluate, and enhance AI agents for enterprise deployment.

• Freemium
• From 31$

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$

bugfree.ai provides comprehensive interview preparation, featuring AI-powered mock interviews, resume building, and Leetcode solution walkthroughs. It offers structured learning paths for system design, behavioral, and data interviews.

• Paid

simstack offers experienced engineers real-world, production-scale training scenarios across frontend, backend, DevOps, ML, data, and security, enabling mastery through hands-on, challenge-based learning.

• Other

Braintrust provides an end-to-end platform for developing, evaluating, and monitoring Large Language Model (LLM) applications. It helps teams build robust AI products through iterative workflows and real-time analysis.

• Freemium
• From 249$

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

• 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

MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.

• Free

Chainlit Framework is an open-source tool enabling developers to build, deploy, and customize conversational AI applications using Python.

• Free

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

• Freemium
• From 49$

RectLabel is an offline image annotation tool designed for object detection and segmentation tasks, featuring AI-powered automatic labeling and support for various annotation types.

• Other
• From 3$

LMSYS Org is a leading organization dedicated to developing and evaluating large language models and systems, offering open-source tools and frameworks for AI research and implementation.

• Free

Reprompt is a developer-focused platform that enables efficient testing and optimization of AI prompts with real-time analysis and comparison capabilities.

• Usage Based

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$

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

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

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

SaladCloud is the world's largest distributed cloud network, offering up to 90% savings on compute costs for AI/ML production models compared to traditional cloud providers.

• Usage Based

Promptve offers advanced AI prompt version control, debugging, optimization, and collaboration tools for teams developing AI applications. Streamline prompt engineering with Git-like workflows and real-time AI analysis.

• Freemium
• From 15$

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

MetricRule is an open-source tool offering granular monitoring for machine learning models in production, tracking performance, feature drifts, and data anomalies.

• Free

CodeComplete is an AI-powered coding assistant developed specifically for enterprises that comes with a comprehensive suite of tools to enhance end-to-end developer workflow.

• Contact for Pricing
• API

ToyStack is a cloud platform designed for modern apps, offering an auto-scaling Kubernetes environment with integrated security, logging, and CI/CD. It simplifies cloud deployment and management, enabling developers to focus on coding.

• Usage Based
• From 5$

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

• Freemium

Juno is an AI-powered coding assistant that integrates with Jupyter notebooks to help data scientists write, edit, and debug code more efficiently, offering real-time code suggestions and automated debugging solutions.

• Freemium
• From 5$