Comet.ml Alternatives (September 2025)

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

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

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

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

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.

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

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

Monitor months-long jobs and visualize massive amounts of data in almost real-time — with 100% accuracy. Without crashing the UI.

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.

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

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

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

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.

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

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

Machine Learning made beautifully simple for everyone. Take your business to the next level with the leading Machine Learning platform.

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.

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

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 LityxIQ platform offers simplified AI for your entire team. Enterprise-grade machine learning to solve your business problems and increase ROI.

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

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

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.

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.

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.

Optimize your workflow with data-driven insights from CodeTogether. Accelerate delivery, improve quality, and make smarter decisions. Start a free trial today.

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

No-Code Text Analytics. Get started for free!

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

Replit is an AI-powered software development & deployment platform for building, sharing, and shipping software fast.

Split is a feature delivery platform that powers feature flag management, software experimentation, and continuous delivery.

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

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

Use dbt to build reliable data models quickly and collaboratively—featuring version control, automated documentation, and integrated testing.

Anomalo's Data Quality Software uses automated AI to detect data quality issues and understand their root causes, before anyone else. Get started today!

Measure the right engineering metrics with DevDynamics. See all your initiatives in one place and efficiently manage your development team and processes.

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

Harness is a modern software delivery platform that allows engineers and DevOps to build, test, deploy, and verify software, on-demand.

Maximize the value of every software feature through automation and feature management.

Gearset is the only platform you need for unparalleled deployment success, continuous delivery, automated testing and backups.

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

Monitor, manage, troubleshoot, and optimize your cloud environment with the leading cloud observability and management platform.

Copado Essentials makes Salesforce releases fast and easy. Compare differences between two orgs or effortlessly deploy metadata. Get started for free.

Share code, track work, and ship software using integrated developer tools, hosted on-premises with Azure DevOps Server

From planning to production, bring teams together in one application. Ship secure code more efficiently to deliver value faster.

Streamline your mobile development process with Bitrise. The Mobile DevOps platform that helps you build, test, and deploy your apps quickly and reliably.

Vertica provides a best-in-class, unified analytics platform that will forever be independent from underlying infrastructure.

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

Fast-track AI development with the Superb AI Platform - an enterprise-grade computer vision platform that provides everything from data labeling and curation to model building and deployment.

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.

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.

Pantomath is a data pipeline observability and traceability platform for automating data operations and improving data reliability through automated real-time monitoring and cross-platform pipeline lineage.

Embedded intelligence to proactively prevent problems, fix issues faster and get more done.

Build machine learning models in a simplified way with machine learning platforms from Azure. Machine learning as a service increases accessibility and efficiency.

Build better software faster with insights that power your whole engineering organization. Get started with a demo or a free 14-day trial.

Connect your data sources and get accurate revenue attribution from your ads so your marketing team can make better decisions. Use the #1 Marketing Attribution Software.

AWS Deep Learning AMIs provides ML practitioners with curated, secure frameworks, dependencies, and tools to accelerate and scale deep learning in the cloud.

D2iQ makes it easier to build and run Kubernetes at scale, reducing time to market from months to days.

Coginiti offers a powerful set of SQL analytics tools to access & integrate your data in any SQL database. Create & build sophisticated data workflows with ease.

Intelligent platform that digitizes any equipment or workstation. Plug & play installation, customizable dashboards and real-time data.

Comet is a backup solution for MSPs & IT teams. Our all-in-one platform gives you total control over your backup environment and storage destinations.

Heap is the only digital insights platform that shows everything users do on your site, revealing the "unknown unknowns" that stay invisible with other tools.

Gitea - Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD

PostHog is the only all-in-one platform for product analytics, feature flags, session replays, experiments, and surveys that's built for developers.

Amazon QuickSight is a cloud-native, serverless, business intelligence (BI) with native machine learning (ML) integrations and usage-based pricing, allowing insights for all users.

CloverDX is a flexible, scalable and all-encompassing data integration platform. Discover how it can enhance your organization’s data processes.

Scale Gen AI with confidence. Deploy, manage, and fine-tune enterprise LLMs with Tune Studio. Boost productivity and drive business value.

Mattermost is a secure collaboration platform for accelerating mission critical work in complex environments.

Analyze text with AI using pre-trained API or custom AutoML machine learning models to extract relevant entities, understand sentiment, and more.

Manage virtual machines and Kubernetes – on-premises, at the edge, or air-gapped – with our flexible platform that reduces ops cost and accelerates delivery of revenue-generating apps.

Empower your operations with Motadata: Unified Observability & IT Service Management. Gain insights, streamline tasks, & optimize performance

With a Data Intelligence Engine that understands your data’s uniqueness, the Databricks Platform allows you to infuse AI into every facet of your business.

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

Ship better software faster with AI-powered SDLC insights, automated developer workflows & business-aligned allocations. Connect your Git, JIRA, CI/CD, Slack within minutes & improve your engineering productivity. Try for FREE now!

Unlock the power of text analytics solution with advanced machine learning topic modeling. Immersive 2D/3D maps, interactive topic graph, summaries, wordcloud, entity recognition, and AI-powered Q&A. Get actionable insights effortlessly.

AWS Deep Learning Containers are Docker images preinstalled with deep learning frameworks that make it easy to deploy custom machine learning environments.

Amper's OEE tracking & machine monitoring software helps you track utilization, cycle time, and more. It's quick to install, simple to use, & easy on price.

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

Keboola: All-in-one data platform, 700+ integrations, AI tools. Empower your teams with self-serviced data reports. Start your free project today.

Toggly makes it easier for software developers to build better software faster by making it easy to test, release, and measure features without the risk of downtime or other production impacts.

Build, train, deploy and scale AI models and intelligent applications on a resilient and sustainable cloud ecosystem.

Our Al-powered search assistant helps you get answers to questions about your documents, websites and workplace content.

Innovate your whole product lifecycle with higher quality releases, safer tests, and faster feature validations.

Speed up ML development, automate tasks with AI, and improve efficiency. Task automation & data labeling tools trusted by industry leaders worldwide.

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

Semarchy is once again a 2022 Customers' Choice for Master Data Management based on peer-sourced reviews and ratings from Gartner Peer Insights.

Zoho Analytics is a self-service business intelligence platform and analytics software that empowers you to create dashboards and analyze data. Sign up for free!

Private cloud A/B testing tool that offers collaboration features and a group sequential testing engine that speeds up experiments by 20%-80%.

No-code SaaS data platform | Quantumics.AI

FocusRO assists top management with machine learning algorithm to save their expensive time., to monitor and track employee time & productivity.

Clarifai is the leading AI orchestration platform to quickly build, manage, orchestrate and operationalize AI on-prem, air-gapped, or in the cloud.

Fully managed Lustre file system integrated with S3 for workloads that require fast access to compute and high throughput such as high performance computing (HPC), media rendering, and machine learning (ML) training data sets.

An enterprise-grade data integration platform built around data-products, making it easy and fast for Analytics and AI users to get ready-to-use data

Get the most powerful and easy-to-configure continuous integration and delivery platform.

Build real time chat, voice and video calling experience with CometChat's flexible SDKs, APIs & UI Kits. Sign up now!

Find, Understand, Use your data assets. With CastorDoc, your data is well documented and discoverable by everyone on your team.

Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.