Arize AI Alternatives (September 2025)

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.

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.

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

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

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.

vFunction is the first AI-driven Architectural Observability Platform designed to improve application modularity, scalability, and engineering velocity by finding and fixing architectural technical debt (ATD).

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

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

Go beyond data observability, to AI-powered actionability for optimization and automated governance.

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.

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

Using AI/ML, Observo.ai elevates observability and helps you reduce security and observability costs by 50% or more while resolving incidents 40% faster

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

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....

Flow AI is the system for evaluating and improving your LLM application. Leverage open language model judges and merge your own proprietary models. Ideal for modern AI teams aiming to streamline their LLM development.

Unlocking deep insights with Full-Stack Observability, powerful SixthSense AI for Cognitive AIOps, Data Observability, and robust API Security.

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.

Observability and security for teams that love open source.

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

Monitor the user experience on your app or network without privacy intrusive end user data collection agents or expensive backend telemetry data collection

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

Harness unparalleled operational insight with Apica's Observatory Platform. Designed for modern enterprises, our solution delivers scalable, powerful, and cost-effective APM monitoring for complex computing ecosystems.

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

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

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

Innovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one 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!!

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

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

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

Decube - Your data trust platform for the AI Era. Enhance data management, trust, and compliance with advanced tools and analytics.

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

Every engineering decision is a buying decision. Build cost-efficient software in the cloud without slowing down innovation.

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

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

Kentik is the network observability company. Improve network observability, performance and security. Network performance monitoring and diagnostics for traffic, routing, synthetic testing, and cloud.

Gain unified visibility, find and fix problems faster and take control of your data and costs.

Optimize your cloud cost, performance and availability while saving time with AI. Use Sedai to optimize compute, storage and data including Kubernetes, AWS Lambda, AWS ECS, AWS EC2, Azure VMs, AWS S3, AWS EBS, Google Dataflow and more. Sedai's Autonomous Cloud Management Platform works across AWS, Azure, GCP and On-Premises and can run in three modes: Datapilot, Copilot and Autopilot.

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

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

Modern mobile observability built on OpenTelemetry. Discover the only user-focused, mobile-first observability solution built on OTel.

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

Carrier improves visibility into hybrid infrastructure, reduces MTTR, and proactively pinpoints issues before they reach critical status through a single pane of glass view using LogicMonitor.

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

Sumo Logic provides best-in-class cloud monitoring, log management, Cloud SIEM tools, and real-time insights for web and SaaS based apps.

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.

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

NAZAR.AI mission is to tackle‍ inefficiencies in databases. We've helped to fix thousands of database performance issues. The manner in which databases manage system load directly influences costs and outcomes. When properly utilized, databases can work wonders. We're here to support you.

Sama provides ML Professionals and AI team Leads with an indispensable solution for Computer Vision and Generative AI data.

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.

IT infrastructure monitoring and Full-Stack Network Monitoring Dashboard from anywhere. Full visibility of your enterprise infrastructure.

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

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

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

Telmai ensures that every data decision is based on reliable data. Telmai ensures data consistency across every sources system in your data pipeline.

Route your prompts to the best LLM endpoint. Get the best output and optimize for speed, latency and cost to supercharge your LLM applications!

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

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

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

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

Enterprise-grade data observability for modern and legacy data stacks

Gain end-to-end visibility with Riverbed Network Observability. Get actionable insights to swiftly resolve network performance issues.

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

Vue.ai is the only Enterprise AI engine that focuses on your business outcomes & your AI transformation - obsessively. Say No to 3 year transformation plans. Go-Live Today!

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.

Zesty’s cloud infrastructure optimization platform allows you to slash cloud costs & reduce manual efforts while maintaining perfect performance. Book a demo today.

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.

CAST AI cuts your cloud bill in half, automates DevOps tasks, and prevents downtime in one Autonomous Kubernetes platform.

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

Data Automation is the achilles heels of Observability, AIOps, Security and Service Management. AI Driven End-to-End Network Operations

Autointelli provides AIOps platform & solutions for enterprises with IT infrastructure. Our platform is a duo of AI and ML algorithms that help ITOps, Service Desk, NOC/SOC teams through IT automation & orchestration.

Reliably lighten the Kubernetes Troubleshooting and Monitoring Workload for your DevOps and Developers.

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

Spot any issue that impacts important business KPIs with Splunk APM. Accelerate MTTR by combining all the related data in intuitive visuals.

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

meshIQ is an award winning middleware management platform that provides IT leaders to observe their integration infrastructure with ease.

Shape the future of apps with AppDynamics cloud monitoring and Cisco Secure Application. Start your 15-day free trial today

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

iMerit provides a technology platform, custom tooling and experts-in-the-loop for machine learning and generative AI model evaluation.

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.

BigPanda enables teams to transform IT operations with full-context AIOps. Resolve issues faster, improve service availability, and maximize efficiency.

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

Gain end-to-end observability into your applications, infrastructure, and network both on cloud and hybrid environments with Azure Monitor.

Build better AI and API products with a powerful observability and monetization platform

Splunk IT Service Intelligence brings a unique approach to monitoring and troubleshooting. True AIOps predicts future incidents and automatically updates alerts.

Google Cloud’s operations suite is designed to monitor, troubleshoot, and improve cloud infrastructure, software, and application performance.

Build generative AI into any business process with the secure enterprise platform. Focus on AI-first workflows, not building your own stack.

Economize is a cloud cost optimization software that helps you analyze, manage and optimize your AWS and Google Cloud cloud costs.

Evolv AI is the first AI-led experience optimization platform that provides AI-driven UX recommendations prioritized by impact, and automates the way you build, deploy and optimize experiences for users. Learn more

Lumigo is a monitoring and troubleshooting platform for microservice environments, built for developers.

Automate complex transactional workflows with Rossum’s AI document processing solution. Reduce manual tasks, increase accuracy, drive efficiency.

Leading AI, ML, and computer vision platforms for enterprises with a mission to democratize data.

Autonomous agents enhance contact center efficiency, automating tasks and improving customer interactions for seamless support.

Cloud Insights from NetApp monitors your storage infrastructure so you can quickly troubleshoot and optimize public clouds and private data centers.

AI Driven Workflows | Elementum - The only workflow platform native to Snowflake. Faster, cheaper, and more secure Data Driven Workflows powered by your Data Cloud.

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

Acure.io is not just another monitoring system, it is an AIOps solution that integrates ALL other log and alert monitoring systems.

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

Apache FlinkIntroducing a new development console that puts the full power of Apache Flink in the hands of your entire development team.