Top AI tools for Machine Learning Engineer

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$

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

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

• Contact for Pricing

AI Grant provides financial support ranging from $5,000 to $50,000 for innovative open-source AI projects, offering both compute resources and cash grants to advance artificial intelligence research and development.

• Other

AIOnlineCourse offers interactive learning resources for artificial intelligence, including projects, tutorials, and quizzes. Dive into AI basics and start live coding today.

• Free

AMOD provides a platform for deploying various Large Language Models like Llama, Claude, Titan, and Mistral quickly via API, facilitating easy integration and scaling for businesses.

• Free Trial
• From 20$

DSPy is a framework that enables developers to program language models using modular Python code instead of prompts, offering algorithms for optimizing their prompts and weights for various AI applications like classifiers, RAG pipelines, and agent loops.

• Free

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

Synexa offers a simple, fast, and stable platform to deploy AI models with just one line of code. It provides cost-effective scaling and a world-class developer experience.

• Usage Based

Repello AI provides continuous security and automated red-teaming to identify, measure, and mitigate threats in Generative AI applications, protecting against attacks like prompt injection and jailbreaks.

• 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

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$

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$

Cracked Engineers is a specialized search engine designed to help tech professionals find highly skilled ('cracked') engineering roles. It allows users to search for jobs using natural language queries.

• Free

Libra is an innovative Vibe Agent designed for efficient operation on Apple's consumer-grade hardware, offering natural language interaction, self-planning, web search, data analysis, and visualization capabilities.

• Contact for Pricing

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

Fetch.ai provides a platform for creating and deploying AI agents and services. It enables developers to build, deploy, and connect AI agents, fostering a scalable AI ecosystem.

• Other

UbiOps provides a unified interface to run AI workloads across various infrastructures, including local, hybrid, and multi-cloud environments. It simplifies AI production, reduces costs, and prevents vendor lock-in.

• Contact for Pricing

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

Gradio is a Python library that enables quick creation and sharing of web interfaces for machine learning models, making them accessible to anyone, anywhere.

• Free

Marqo is an end-to-end embedding platform that enables training, deployment, and management of 150+ embedding models for semantic search, with multimodal and multilingual capabilities.

• Usage Based

Label Studio is an open-source data labeling platform that enables users to annotate various data types including GenAI, images, audio, text, time series, and video for machine learning model training and validation.

• 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

Zep provides a state-of-the-art memory layer for AI agents, enabling personalized and accurate interactions by intelligently fusing chat messages and business data on a knowledge graph.

• Freemium
• From 99$

Janus Pro 7B is an advanced multimodal AI model leveraging a unified autoregressive framework for seamless understanding and generation, built on DeepSeek-LLM and SigLIP-L.

• Free

Yachay.ai is an open-source Machine Learning community focused on the intersection of Geospatial data and Natural Language Processing (NLP), offering curated datasets and a Geolocation Detection tool.

• Free

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

AI10xer provides ready-to-use AI agent templates for engineering teams, enabling them to ship production-ready AI products quickly by skipping extensive infrastructure setup and configuration.

• Pay Once

Pathway is a scalable data processing framework that enables you to build and power AI/ML applications with live data and real-time pipelines. It offers easy data ingest from 300+ sources and supports real-time features, live vector search, and anomaly alerts.

• Freemium
• From 499$

Towards Data Science is a leading online publication for professionals seeking AI, machine learning, and data science insights. It provides a global platform for sharing expert articles, tutorials, and thought leadership in the data field.

• Free

Open WebUI is a self-hosted AI interface that operates entirely offline and adapts to your individual workflow. It's extensible and designed for various applications.

• Free

VESSL AI provides a full-stack cloud infrastructure for AI, enabling users to train, deploy, and manage AI models and workflows with ease and efficiency.

• Usage Based

Autoblocks is a collaborative testing and evaluation platform for LLM-based products that automatically improves through user and expert feedback, offering comprehensive tools for monitoring, debugging, and quality assurance.

• Freemium
• From 1750$

EnergeticAI is an optimized version of TensorFlow.js designed for serverless environments, offering fast cold-start times, minimal module size, and pre-trained models for Node.js applications.

• Free

OpenPipe offers a platform to train, evaluate, and deploy high-quality, cost-effective fine-tuned models. It simplifies the process of collecting data, training models, and automating deployment.

• 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

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$

PySpur is an open-source platform for AI engineers to efficiently build, test, iterate, and deploy reliable AI agents.

• Freemium
• From 699$

Databricks is a unified data intelligence platform that combines data, analytics, and AI. It helps organizations leverage their data for generative AI applications, democratize insights, and reduce costs.

• Usage Based

Lilac is a powerful data platform that enables efficient dataset exploration, quality control, and management for Large Language Models (LLMs). It offers fast dataset computations and advanced clustering capabilities for AI data processing.

• Contact for Pricing

Parallel Domain provides a simulation API, SDK, and web tools for testing and analyzing the performance of autonomous systems. It offers high-fidelity sensor simulation grounded in real-world scans, enabling comprehensive testing at scale.

• Contact for Pricing

LiteLLM provides a simplified and standardized way to interact with over 100 large language models (LLMs) using a consistent OpenAI-compatible input/output format.

• Free

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

• Free

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$

DeepSpeed is an open-source deep learning optimization suite designed to accelerate the training and inference of large-scale models with unprecedented scale and speed. It enables efficient handling of models with billions or trillions of parameters.

• Free

Synergetics offers a suite of rapid AI agent development tools and autonomous agent infrastructure components. It provides solutions for building, testing, and deploying AI agents.

• Paid
• From 49$

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

SWE Resume enhances software engineering resumes with AI-driven analysis and expert feedback to boost your chances of landing interviews.

• Other

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

• Freemium
• From 59$

Rig is a Rust-based framework for building modular and scalable LLM applications. It offers a unified LLM interface, Rust-powered performance, and advanced AI workflow abstractions.

• Free