Top AI tools for Machine Learning Engineer

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

A web-based tool that provides real-time token counting and cost estimation for various Large Language Models (LLMs), including OpenAI's GPT models and Anthropic's Claude models.

• Free

Float16.cloud provides managed GPU infrastructure and LLM solutions for AI workloads. It offers services like serverless GPU computing and one-click LLM deployment, optimizing cost and performance.

• Usage Based

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

• Freemium
• From 375$

Fastino is an AI research lab developing small, task-optimized language models for enterprises, focusing on accuracy, speed, and efficient deployment for PII redaction, data structuring, and more.

• Contact for Pricing

NodeTool is a visual AI prototyping studio allowing users to design and develop AI agent systems locally on their computer, emphasizing privacy and no-code workflow creation.

• Free

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

EvalsOne is a platform for rapidly evaluating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) pipelines using various metrics.

• Freemium
• From 19$

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

vEdge offers affordable, shared GPU compute resources (vGPUs) designed for training and deploying machine learning models efficiently and cost-effectively.

• Other

Mitta provides AI-powered APIs that understand conversational language, enabling natural, human-like requests for web applications. Features include smart media file conversions, web crawling, and generative templates.

• Paid
• From 10$

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

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

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$

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

MemPrompt is a method designed to enhance large language models like GPT-3 post-deployment by utilizing user feedback. It maintains a memory of past errors and corrections to prevent the repetition of mistakes.

• Free

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$

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

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

YData Fabric is an enterprise platform that helps data scientists improve and generate high-quality data through automated data profiling, synthetic data generation, and data pipeline orchestration.

• Contact for Pricing

PyCM is a Python library designed for evaluating multi-class classification models using confusion matrices, supporting various input types and statistical parameters.

• 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

The WEKA Data Platform provides unmatched performance, scalability, and efficiency for AI and machine learning workloads, both on-premises and in the cloud.

• Contact for Pricing

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

• Usage Based

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

• Free

LLM Outputs is an AI tool designed to detect and remediate incorrect structured data generated by Large Language Models (LLMs), ensuring data accuracy and reliability. It validates data formats like JSON, CSV, and XML against specifications to prevent format errors and hallucinations.

• Freemium

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

• Freemium
• From 49$

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$

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$

Epigos is a comprehensive computer vision platform that enables businesses to annotate data, train AI models, and deploy them seamlessly across various devices and platforms. It offers advanced dataset management, image annotation, and model training capabilities with managed infrastructure support.

• Freemium
• From 150$

DataVLab offers scalable and ethical data labeling services, including image, video, and 3D annotation, to enhance AI and machine learning models. Their AI-assisted process ensures high-quality, efficient results across various industries.

• Contact for Pricing

Defined.ai offers a vast marketplace of ethically sourced training data for AI development, along with expert services to ensure responsible and effective AI solutions.

• 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

Gestell is an ETL (Extract, Transform, Load) tool designed for LLMs, transforming unstructured data into AI-ready databases for accurate, scalable search-based reasoning.

• Contact for Pricing

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$

Rezon is an AI platform that provides cutting-edge explainability for your AI models, ensuring fair and trustworthy automated decision-making.

• Contact for Pricing

PyTorch is an open-source machine learning framework facilitating the transition from research prototyping to production deployment, featuring distributed training and a robust ecosystem.

• Free

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

• 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

Streamoku provides one-click deployment and scalable hosting specifically designed for Streamlit applications, enabling data scientists to share their work without DevOps complexities.

• Freemium
• From 15$

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$

Xorbits provides a platform for enterprises to transform their data into generative AI models, facilitating fine-tuning and deployment within their own infrastructure for enhanced data privacy and cost efficiency.

• Contact for Pricing

Flyte is an open-source workflow orchestration platform that unifies data, ML, and analytics stacks, enabling organizations to build and deploy scalable pipelines hassle-free.

• Other

LMQL is a programming language designed for large language models, offering robust and modular prompting with types, templates, and constraints.

• Free

Radicalbit is an MLOps and AI Observability platform that accelerates deployment, serving, observability, and explainability of AI models. It offers real-time data exploration, outlier and drift detection, and model monitoring.

• Contact for Pricing

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

• Usage Based

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

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

3LC is a solution for real-time debugging, diagnosis, and correction of data-related issues in AI models, improving performance and efficiency. It integrates seamlessly into existing ML workflows with minimal code.

• Contact for Pricing

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