neptune.ai Alternatives (September 2025)

Track, compare, and reproduce your ML experiments with Comet's machine learning platform. Leverage insights to build better models, faster.

Weights & Biases is the leading AI developer platform to train and fine-tune models, manage models from experimentation to production, and track and evaluate GenAI applications powered by LLMs.

Open source deep learning training platform that enables data scientists to train better models, with built-in hyperparameter tuning and distributed training

Explore WhyLabs, the leading platform for AI observability, LLM security, and model monitoring. Guardrail Generative AI applications in real-time to mitigate data leakage, prompt attacks, and hallucinations.

Increase model velocity and improve AI outcomes with Arize AI’s ML observability platform. Discover issues, diagnose problems, and improve performance.

Data science and machine learning in the cloud in seconds—Use R and Python with GPUs, Dask clusters, and more

Use Aporia to mitigate hallucinations, prompt injection attacks and other AI risks so you can focus on shipping the best AI apps.

Train and deploy ML models and LLMs on top of Kubernetes at the speed of Big Tech with 100% reliability and scalability. Slash production costs by 30-40% and release models to production faster. Training jobs, inference services, GPUs and more on your own infra.

Manage Dataset, Annotate, Train, and Deploy. Datature is the fastest way for teams and enterprises to build computer vision applications - all without code.

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Metaplane is a data observability platform that helps data teams know when things break, what went wrong, and how to fix it.

The Valohai MLOps platform enables CI/CD for ML and pipeline automation on-prem and any-cloud.

Netdata is a distributed real-time, health monitoring platform for systems, hardware, containers & applications, collecting metrics. Zero configuration needed.

Chronosphere is the only cloud native observability platform that helps teams quickly resolve incidents while controlling costs. Learn how.

Label your point cloud and image data in a single task. For machine learning teams labeling robotics data at scale. Start your free trial now.

EDGENeural.ai is an end-to-end Edge AI platform enabling developers to train, optimize and deploy blazing-fast deep learning models on any hardware, in a matter of weeks.

Serve, Monitor, Manage and Scale your machine learning operations with our enterprise ready MLOps tools. Get a demo or start a trial today. %

Monte Carlo’s Data Observability platform increases trust in data by eliminating data downtime, so engineers innovate more and fix less.

Build better products by turning your user data into meaningful insights, using Amplitude's digital analytics platform and experimentation tools.

Build better products by turning your user data into meaningful insights, using Amplitude's digital analytics platform and experimentation tools.

Sign up for free, no credit card required with New Relic the all-in-one observability platform for engineers to monitor, debug, and improve their entire stack.

Honeycomb is a software debugging tool that can help you solve problems faster within your distributed services. Try Honeycomb for free today!

LogRocket helps you understand problems affecting your users, so that you can get back to building great software.

The only data observability solution integrated into your dbt pipelines. Monitor data pipelines in minutes, in your dbt project. Elementary is built for and trusted by 5000+ analytics and data engineers.

Get out-of-the-box full stack monitoring and observability, expert guidance and actionable insights in a single intuitive interface with StackState.

Democratize AI innovation with the world’s most trusted open ecosystem for data science and AI development.

Grafana is the open source analytics & monitoring solution for every database.

Drive your AI to production with end-to-end data management, automation pipelines and quality-first data labeling platform. Learn how.

Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.

Salevant introduces Yog GPT which helps you handle customer queries like a pro. Try our AI Assistant to meet every customer expectation and empower a team to be 10x more efficient.

100% of your data for every possible need: o11y, security, analytics, and new insights.

Cohere provides industry-leading large language models (LLMs) and RAG capabilities tailored to meet the needs of enterprise use cases that solve real-world problems.

Neuton Tiny ML - Make Edge Devices Intelligent - Automatically build extremely tiny models without coding and embed them into any microcontroller

Get accurate data, reliable inference, and business value with our AI Data Platform, Model Oversight, GenAI, and custom solutions tailored to your project.

Generate infinite insights for all observability data at scale with Coralogix – when and where you need them – with no limitations

Cloud monitoring solutions for smarter and faster DevOps ✓ Full-stack visibility into your infrastructure and application performance ✓ Start now!

Open. Flexible. Built to adapt to your team’s AI needs. DataRobot brings all your generative and predictive workflows together into one powerful platform. Quickly deliver AI that your business needs,, govern all your assets, and tap into world-class AI experts.

Discover Acceldata's data observability platform to improve data reliability, optimize costs, and enhance operational efficiency across hybrid environments.

Discover AllegroGraph, the leading Knowledge Graph Platform integrating Neuro-symbolic AI for advanced data analytics and intelligent decision-making. Enhance your data insights with third wave AI technology.

Powerful model serving and orchestration for your AI & ML projects, without the hassle of managing Kubernetes & cloud infrastructure.

The All-in-One Data Annotation Platform with AI-Powered Toolset and Scalable Project Management. Level Up Your Data Annotation at the Lowest Cost. 10,000+ Annotation Teams and Machine Learning Engineers Get Their Multimodal AI Training Data Ready on BasicAI Cloud.

Build and evaluate top-performing LLM, CV, and NLP models using high-quality training data all within a single, integrated enterprise platform.

Atatus is a full-stack observability tool that let you identify the performance bottlenecks and helps you optimize your application at the right time. Try it for free!!

H2O.ai has released open-source product h2oGPT for enterprises to build transparent and secure chatbot applications similar to ChatGPT.

Create faster, better customized visual content at scale with Bria’s proprietary Generative AI technology. Find more here.

Octopai - the leading automated data lineage, data catalog & discovery solution that enables BI & Analytics teams to find and understand their data quickly.

Eliminate support inefficiencies and spot granular consumer insights. Less churn. Better products. More accurate Business Intelligence.

Deeploy creates software to enable interaction between humans and Machine Learning models. With our software ML deployments are manageable, accountable and explainable by design.

We360.ai is an employee monitoring software which helps companies gain insights of employee performance and productivity.

Unlock the full potential of Apache Airflow® with Astronomer’s managed platform. Ensure reliable data delivery, seamless integrations, and dynamic scaling to power your data products and AI. Trusted by top data teams globally.

Identify and curb shrinkage in retail and thefts in real-time at self-checkout counters using retail visual intelligence software equipped with ai in retail. Improve per-store sales by identifying fast-selling SKUs on retail shelves before they go out of stock and monitoring consumer behaviours

Trakwell enables accurate foot traffic counts, unparalleled insights, and streamlined operations, empowering you to make data-driven decisions

Explore how our end-to-end SaaS solution for your data quality process and unique Expectation-based approach to testing can help you build trust in your data.

ROO.AI combines a breakthrough visual interface with workflow, Bots and AI to connect workers and digitalize frontline human-powered processes. Onboard more quickly, perform inspections, maintenance and quality checks.

Middleware observability platform provides complete visibility into your apps & stack, so you can monitor & diagnose issues at scale.

Edge Impulse is the leading development platform for machine learning on edge devices.

Elevate your generative AI performance with human feedback. From curation, labeling to LLM fine-tuning tailored to your use cases. Book a demo today!

Transform your business with the leading real-time analytics solution, trusted at scale, from the creators of Apache Pinot.

Experience the fastest path to graph with Neo4j. The most trusted, native graph database offers no compromise performance, reliability, and data integrity.

Applitools is an AI-powered visual testing & monitoring platform. Applitools Visual AI is easy to setup and integrates with all modern test frameworks.

The easiest way to build and scale generative AI applications with foundation models.

Sifflet allows you to get full visibility over data, metrics, metadata and lineage. Get ahead of data issues before they become business catastrophes.

The Document AI solutions suite includes pretrained models for document processing, Workbench for custom models, and Warehouse to search and store.

Engineered to handle demanding workloads, like time series, vector, events, and analytics data. Built on PostgreSQL, with expert support at no extra charge.

With AssemblyAI's industry-leading Speech AI models, transcribe speech to text and extract insights from your voice data.

See inside any stack, any app, at any scale, anywhere.

Discover how leading teams use Labelbox to build AI applications, train and fine-tune models, and automate tasks with LLMs

VR Training at Scale

Bring AI-native applications to life with less hallucination, data leakage, and vendor lock-in

Predict and detect safety incidents, security threats, and management issues in real-time—from anywhere in the world—with Forsight’s AI-powered monitoring and alert software.

Kensu is a Data Observability solution that helps monitor data in real-time, cut resolution time in half, and restore trust in data.

A revolutionary analytics management system, Apollo empowers organizations to increase ROI on digital analytics while reducing the cost of ongoing program maintenance to get better quality data.

VisualCamp develops AI based eye tracking technology for all. Enjoy eye tracking from smartphone/tablet/PC without hardware.

Monitor any webpage for changes. Download any data on the web as a spreadsheet. Turn any website into an API.

The Kili Technology's data labeling platform empowers businesses to transform unstructured data into high quality datasets to train their AI and deliver successful projects.

Trusted by thousands of users and teams from SMBs to large enterprises. Find, enrich, and personalize outbound at scale - all in seconds, and book more meetings.

Flyte is the infinitely scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Go from app idea to production with 20% higher relevance and 74x faster response on the industry-leading vector database, Astra DB. Get started for free!

Prefect offers modern workflow orchestration tools for building, observing & reacting to data pipelines efficiently.

See how Appen provides data to improve AI, guide our customers to driving innovation, accelerating AI development, and staying ahead of the competition.

The world’s first data computing platform designed to serve as the foundation for AI-automated discovery.

Splunk Enterprise enables you to search, analyze and visualize your data to quickly act on insights from across your technology landscape. Try free today.

Shaip's AI Data and Generative AI Platform delivers powerful solutions for your AI projects, from traditional machine learning to advanced generative AI, all supported by industry experts.

Easily access ready-to-use remote sensing data analysis using cutting-edge ML models. Designed for Nature-based Solutions (NbS), ESG & Sustainable Development Goals.

A place to build your own image recognition AI. Login to implement modern deep learning techniques interactively with no coding at all.

ArangoDB is the leading multi-model database for high-performance applications. Try it now for flexible data modeling and efficient querying.

Discover how the world's leading AI teams use Encord to accelerate the development of the next generation of AI applications.

We provide fully managed on-demand annotation services at scale to build better computer vision-based machine learning models.

Zabbix is a mature and effortless enterprise-class open source monitoring solution for network monitoring and application monitoring of millions of metrics.

Free and open source with all your data analysis tools. Create data science solutions with the visual workflow builder & put them into production in the enterprise.

Say goodbye to scattered and inaccurate data. Triple Whale gives brands better data, one source of truth, and insights faster than ever before.

See data through the lens of the future with Quid's Generative AI platform for a holistic view of customer context and market intelligence.

Learn more about Elastic Observability — the most widely deployed GenAI optimized observability solution. You get full stack visibility and actionable insights to go from real-time to proactive....

The Only AI Enabled Real Estate Wholesaling Software to Scale Wholesaling & Flipping | Leads, Comps, ARV, Websites, CRM, SMS, RVM, Email Marketing, Rehab Estimator in One Platform

IBM Watson Studio is an IDE to build, run and manage AI models. It is available as SaaS or for self-hosting as part of IBM Cloud Pak for Data.

Cleanlab adds automation and trust to every data point going in and every prediction coming out of AI solutions.

Log events, Graph anything

Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time....

groundcover - reinventing APM with eBPF. Monitor everything you build and run in the cloud without compromising on cost, granularity, or scale.