Top AI tools for Machine Learning Engineer

Sematic is an open-source platform designed for ML teams to build, execute, track, and version machine learning pipelines across local machines and cloud infrastructure.

• Freemium

Improve AI is a machine learning platform utilizing XGBoost and reinforcement learning for contextual scoring, ranking, and decision-making across Python, Swift, and Java applications.

• Free

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

• Contact for Pricing

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

• 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

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

Reva helps businesses test AI configurations and compare LLM outcomes to ensure optimal performance for their specific tasks, focusing on outcome-driven AI testing and model evaluation.

• Contact for Pricing

Libretto offers comprehensive LLM monitoring, automated prompt testing, and optimization tools to ensure the reliability and performance of your AI applications.

• Freemium
• From 180$

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

Inferable is a fully managed platform for building and deploying LLM-based applications. It provides robust tools for managing state, ensuring reliability, and orchestrating custom AI workflows.

• Usage Based
• From 10$

Data Science Jobs is a specialized job board focused on AI, machine learning, data science, and deep learning roles. It connects job seekers with relevant opportunities in these fields.

• Free

Datavise provides tailored AI solutions and data analytics services, specializing in generative AI, data & BI consulting, cloud services, and AI/ML development to drive business growth and innovation.

• 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

LM-Kit provides .NET developers with tools for AI agent customization, creation, and orchestration. It enables multimodal generative AI systems integration in C# and VB.NET applications.

• Paid
• From 1000$

Lunary is a comprehensive platform for AI developers to manage, monitor, and optimize LLM chatbots with advanced analytics, security features, and collaborative tools.

• Freemium
• From 20$

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

Dioptra provides an open source solution for data curation and management, focusing on enhancing model accuracy and efficiency in computer vision, natural language processing, and large language models.

• Freemium
• From 1000$

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$

Benchx offers a platform to create custom evaluation datasets and run AI agent tests in managed sandboxed environments, providing deep performance insights.

• Contact for Pricing

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$

Dataaxy is a specialized job board connecting job seekers with opportunities in Artificial Intelligence and Data Science. Discover curated jobs from top companies globally and leverage AI-driven matching.

• Freemium
• From 19$

Massed Compute provides cloud computing infrastructure, specializing in on-demand GPU and CPU power for AI, machine learning, VFX rendering, and high-performance computing tasks.

• Usage Based

DataChain connects unstructured data in cloud storage with AI models, enabling instant insights, efficient processing, and reproducible data pipelines.

• Freemium

Neuralk-AI offers specialized AI embedding models for structured data, enhancing business intelligence and data analysis. Their models improve precision and efficiency in handling organized information.

• Contact for Pricing

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

• Freemium

AI Jobs is a job board dedicated to connecting talented individuals with career opportunities in the rapidly expanding field of artificial intelligence. Browse and apply for jobs at top AI companies.

• Paid

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$

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

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

• Other

Aim is an open-source, self-hosted AI metadata tracking tool that enables teams to log, compare, and analyze AI experiments, prompts, and other metadata through an intuitive UI and programmatic SDK.

• Freemium
• From 11$

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$

/ML offers a full-stack AI infrastructure for serving large language models, training multi-modal models on GPUs, and hosting AI applications such as Streamlit, Gradio, and Dash, while providing cost observability.

• 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

Unitlab AI is a collaborative and AI-powered data annotation platform designed to accelerate data annotation by 15x and minimize costs by 5x with advanced auto-annotation tools.

• Freemium
• From 89$

DS2.ai is an MLOps-based data science platform for automating machine learning pipelines, building custom AI models, and leveraging state-of-the-art algorithms through active learning.

• Contact for Pricing

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

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

• Freemium
• From 49$

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

Answer.AI is an AI research and development lab focused on translating foundational AI research into practical, end-user products and open-source tools.

• Free

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

Blueprints by Mozilla.ai is a central hub for developers, offering open-source AI workflows (Blueprints) built using various tools, datasets, and models.

• Free

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

Grably is a comprehensive data marketplace providing instant access to diverse, ethically sourced datasets for AI training and research, including images, text, audio, and video content sourced directly from data owners.

• Contact for Pricing

Literal AI streamlines the development of LLM applications, offering tools for evaluation, prompt management, logging, monitoring, and more to build production-grade AI products.

• Freemium

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

Toloka AI provides expert data for SFT and RLHF, offering access to skilled experts in over 20 domains and 40 languages to elevate your machine learning models.

• Contact for Pricing

CodableAI is a comprehensive vector database platform offering advanced APIs for embedding generation, vector search, and database management. It enables businesses to create real-time AI applications with capabilities for processing up to 80K tokens and managing up to 50 million vectors.

• Contact for Pricing

Smol AI provides a daily AI newsletter and information on hackathons for AI engineers. Stay informed on the latest industry developments.

• Free

NEAR AI develops open-source infrastructure and tools for a user-owned AI future, including a Developer Hub and Agent Protocol.

• Free

Langfuse provides an open-source platform for tracing, evaluating, and managing prompts to debug and improve LLM applications.

• Freemium
• From 59$