Top AI tools for Machine Learning Engineer

Laketool is an AI experimentation platform that transforms data into AI-driven insights. It allows businesses to seamlessly access and analyze their data lakes, create AI experiments, and deploy state-of-the-art AI models.

• Contact for Pricing

Metaflow is an open-source framework that simplifies the building and management of machine learning, AI, and data science projects. It provides tools for versioning, orchestration, and scaling compute resources.

• Free

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

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$

Rerun is an open-source platform offering log handling and visualization tools for spatial and embodied AI, featuring fast multimodal data visualization and powerful query capabilities for robotics and AI applications.

• Freemium

dat1 offers scalable, privacy-focused serverless hosting for custom generative AI models with efficient GPU sharing and pay-per-second billing.

• Usage Based

OpenFoundry offers a seamless developer experience for building and deploying open-source AI-powered products. It accelerates the process of finding, prototyping, fine-tuning, and deploying AI models.

• Free

Bruinen Delta is a distributed SQLite database optimized for edge computing environments, enabling local data storage and synchronization for AI/ML workflows across devices, even with intermittent connectivity.

• Contact for Pricing

General Reasoning is an AI research company developing intelligent and safe machines using reinforcement learning and novel reasoning models.

• Other

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

CAMEL AI is an open-source community focused on scaling laws of agents for data generation, world simulation, and task automation.

• Free

FriendliAI provides a high-performance platform for accelerating generative AI inference, enabling fast, cost-effective, and reliable deployment and serving of Large Language Models (LLMs).

• Usage Based

Neuralhub is a comprehensive platform for building, tuning, and experimenting with neural networks, offering tools and resources for AI enthusiasts, researchers, and engineers in a collaborative environment.

• Freemium

Backprop offers a GPU cloud platform tailored for AI tasks like prototyping, training, and hosting, featuring powerful instances and pay-as-you-go pricing.

• Usage Based

SKY ENGINE AI provides a 3D Generative AI Synthetic Data Cloud platform, enabling the creation of high-performing Vision AI models with improved accuracy and reduced development time.

• Contact for Pricing

QSC Cloud provides on-demand NVIDIA GPU Cloud Clusters for AI, deep learning, and high-performance computing. Access top-tier GPUs like NVIDIA H100, H200, and AMD MI300 through global partnerships.

• Usage Based

mlpro.io offers a structured guide and resources, including the ML75 tracker, to help individuals prepare for machine learning interviews efficiently.

• Freemium
• From 5$

Sigma AI provides high-quality data annotation services for training Generative AI and Large Language Models (LLMs). They offer data labelling, strategy, collection, and human-in-the-loop processes.

• Contact for Pricing

Featherless provides instant, unlimited hosting for any Llama model on HuggingFace, eliminating the need for server management. It offers access to over 3700+ compatible models starting from $10/month.

• Paid
• From 10$

Nerfstudio is an open-source framework offering a simple API for the end-to-end process of creating, training, and testing Neural Radiance Fields (NeRFs). It facilitates modular and interpretable NeRF implementations.

• Free

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

BenchLLM is a tool for evaluating LLM-powered applications. It allows users to build test suites, generate quality reports, and choose between automated, interactive, or custom evaluation strategies.

• Other

Token Counter is a free online tool that converts text into tokens and estimates costs for various OpenAI models like GPT-4 and GPT-3.5, simplifying AI model usage and expense management.

• Free

LLMLingua Series offers prompt compression techniques to accelerate Large Language Model (LLM) inference, reduce costs, and enhance performance, especially in long context scenarios.

• Other

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

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

Helicone is an all-in-one platform for monitoring, debugging, and improving production-ready LLM applications. It provides tools for logging, evaluating, experimenting, and deploying AI applications.

• Freemium
• From 20$

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

• Other

Vald is a cloud-native, highly scalable distributed vector search engine using the NGT algorithm for fast approximate nearest neighbor searches. It features automatic indexing, backup, and horizontal scaling for handling billions of vectors.

• Free

Remyx AI is a comprehensive platform for AI development that helps teams curate datasets, train models, and streamline deployment with an integrated studio environment.

• Freemium

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

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

Streamlit is an open-source app framework that transforms Python scripts into interactive web applications for data science and machine learning, requiring no front-end experience.

• Freemium

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

• Freemium
• From 49$

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

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

Rendered.ai is a platform for generating physically accurate synthetic computer vision datasets to train AI and ML systems, overcoming data limitations and bias.

• Free Trial
• From 5000$

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

Agency offers tools and expertise to assist teams in building, prototyping, and deploying reliable AI agents, supported by the AgentOps observability platform.

• Contact for Pricing

Cloudflare Agents provides a robust platform for developers to build agentic AI applications, utilizing Cloudflare's infrastructure for durable execution and serverless inference.

• Usage Based

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

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

Zatomic AI is a platform designed for prompt engineers to build, manage, optimize, and analyze AI prompts efficiently, improving AI performance and reducing development costs.

• Freemium
• From 99$

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

• Free

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

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

• Freemium
• From 35$

VectorDB is a lightweight Python library for efficient text storage and retrieval using vector search. Ideal for low-latency applications requiring semantic search capabilities.

• Free

Relari offers a contract-based development toolkit to define, inspect, and verify AI agent behavior using natural language, ensuring robustness and reliability.

• Freemium
• From 1000$

Asteroid is a development tool for Mac that allows users to create augmented reality (AR) applications for iPhone using a graphical interface, integrating 3D assets and machine learning models.

• Free

Sequence offers outsourced image annotation, data labeling, and classification services to enhance machine learning models for data science teams. Start with a free trial to improve dataset accuracy and completeness.

• Free Trial