Alternatives to Comet
The top MLOps companies similar to Comet, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
- Website
Galileo Technologies, Inc.60AI ObservabilitySan Francisco, United States$45.0M - Website
Arize AI65AI ObservabilityBerkeley, United StatesArize AI provides an AI observability and LLM evaluation platform for AI engineers to monitor, debug, and improve AI models in production.
- Website
Landing.Jobs49HR TechLisbon, Portugal$2.9MA tech recruitment platform connecting talent with companies.
- Website
Comet ML64MLOpsNew York, United States$69.8MA meta machine learning platform for tracking, comparing, and optimizing ML experiments.
- Website
Aporia59MLOpsTel Aviv, Israel$30.0MML Observability platform for enterprises to monitor, visualize, and ensure ML model performance.
- Website
Tecton, Inc.59MLOpsSan Francisco, United States$257.0M - Website
Exafunction53MLOpsSan Francisco, United States$28.0MExafunction provides a platform for deploying, managing, and scaling AI models and machine learning infrastructure.
- Website
Natun.ai45MLOps$1.5MKubernetes-native feature store for MLOps, simplifying feature management and deployment.
- Website TUTuri41MLOpsSeattle, United States$27.4M
- Website
Neptune39MLOpsNew York, United States$11.0MNeptune provides a data platform for businesses to manage and analyze their data.
- Website
Baseten65MLOpsSan Francisco, United States$2.3BAI inference platform for deploying models in production with high performance and availability.
- Website
Databricks82Data AnalyticsSan Francisco, United States$36.7BA unified data analytics and AI platform built on the lakehouse architecture.
- Website
ModelOp61MLOpsChicago, United States$16.0MModelOp's Enterprise AI Command Center unifies every AI asset, automating delivery and maximizing ROI for ML, GenAI, and agentic AI in production.
- Website
Fiddler Labs, Inc.58MLOpsMountain View, United States$39.0M - Website
Deepchecks58MLOpsTel Aviv, Israel$18.3MOpen-source Python library for validating ML models and data, ensuring reliability and quality.
- Website
Weights & Biases (W&B)57MLOpsSan Francisco, United States$521.0MMLOps platform for tracking, visualizing, and collaborating on machine learning experiments.
- Website
GigaSpaces57MLOpsNew York, United States$62.5MProvider of a Digital Integration Hub for rapid digital transformation and service delivery.
- Website
dataplor55MLOpsSan Francisco, United States$20.5MPower smarter business decisions with Dataplor's AI-driven location intelligence, global POI and foot traffic data, and market insights across 250+ countries.
- Website
OpenMeter54MLOpsTel Aviv, Israel$3.0MOpenMeter provides a usage-based metering and billing platform for cloud-native applications.
- Website
DVC54MLOpsSan Francisco, United States$154.0MOpen-source platform for ML experiment tracking and data versioning.
- Website
Probabl54MLOpsParis, France$18.5MTrack experiments, validate models, and collaborate with confidence using Skore, the methodology layer for AI coding tools.
- Website
Superblocks54MLOpsSan Francisco, United States$83.0MA low-code platform for building internal tools and apps quickly.
- Website
RapidMiner51MLOpsDortmund, Germany$16.0MEnd-to-end data science platform for data prep, machine learning, and model operations.
- Website
MosaicML (now Databricks)70Foundation ModelSan Francisco, United States$3.0BGenerative AI platform for enterprises to build, train, and customize their own AI models.
- Website
Airops49MLOpsSan Francisco, United States$47.0MThe AI search and AEO platform that ships the content that gets you cited and tracks your LLM visibility across ChatGPT, Perplexity, Gemini, and Google.
- Website
Comet AI49MLOpsNew York, United States$67.5MComet provides an MLOps platform for tracking, comparing, and optimizing machine learning models and experiments.
- Website MOModelOp46MLOpsNew York, United States$16.0M
AI model operationalization platform for enterprise AI deployments.
- Website
Anodot63EnterpriseTel Aviv, Israel$62.5MAnodot provides AI-driven analytics for real-time incident prediction and automation, safeguarding revenue and optimizing costs.
- Website
Qwak62DevelopmentTel Aviv, Israel$31.0MManaged ML platform for data transformation, model building, deployment, and monitoring.
- Website
ScaleKit42MLOpsSan Francisco, United States$5.5MAuthentication and authorization for agents. One stack: delegated identity, tool calling, scoped permissions, and audit. Everything your agent needs.
- Website
JarvisLabs.ai26MLOpsSan Francisco, United StatesAI-powered platform for building and deploying custom machine learning models.
- Website
Meshes39MLOpsTel Aviv, Israel$1.0MA platform for building and managing SaaS integrations, simplifying data flow between applications.
- XIXIV35MLOpsSan Francisco, United States$3.0M
XIV was a company focused on building a platform for developers to manage and deploy machine learning models.
- Website
Model ML35MLOpsSan Francisco, United States$128.0MAI platform for building and deploying custom machine learning models.
- Website
PVML54Machine LearningSan Francisco, United States$8.0MSecure and fast data access platform for development teams, protecting sensitive data and IP.
- Website
BeyondMinds54Artificial IntelligenceTel Aviv, Israel$15.0MEnterprise AI solution for hyper-customized, production-ready AI systems to overcome adoption failures.
- Website
Bespoke Labs51Artificial IntelligenceSan Francisco, United States$31.8MStreamlining the post-training phase of artificial intelligence projects.
- Website
nscale70MLOpsSan Francisco, United States$5.9Bnscale provides a cloud-native platform for managing and optimizing Kubernetes deployments.
- Website
AI Fabrics Israel54MLOpsTel Aviv, IsraelAI Fabrics Israel developed a platform for creating and deploying AI models, focusing on efficient data handling and model optimization.
- Website
DataRobot69MLOpsBoston, United States$978.8MEnterprise AI platform automating the end-to-end machine learning lifecycle for faster, scalable AI deployment.
- Website
TestMu AI (Formerly LambdaTest)69MLOpsSan Francisco, United States$121Cloud-based platform for cross-browser testing and continuous testing.
- Website
Feast AI54MLOpsSan Francisco, United StatesAn open-source feature store for managing and serving data for AI/ML models in production.
- Website
Mocha67MLOps$242.5MAn AI-powered no-code app builder for entrepreneurs to create full-stack applications without writing code.
- Website
Google Cloud AI Platform12MLOpsMountain View, United StatesA suite of services for building, deploying, and managing machine learning models on Google Cloud.
- Website
GenSpark AI27MLOpsSan Francisco, United States$60.0MGenSpark AI is a platform that helps companies build and deploy AI models faster.
- Website
NomadicML46Artificial IntelligenceSan Francisco, United States$8.4MTurns robot and AV footage into structured, searchable datasets - deep learning over video for AI model training.
- Website
Poindexter Labs45Artificial IntelligenceLondon, United Kingdom$2.0MAI data company producing expert-level training data for advanced AI models.
- Website
Linear B65MLOpsTel Aviv, Israel$67.6MSoftware delivery management platform to improve engineering efficiency and align R&D with business goals.
- Website
Vigilant AI45CybersecuritySan Francisco, United States$740KAI-powered security platform for proactive threat detection and response.
- Website
Bauplanlabs49MLOpsSan Francisco, United StatesCode-native platform for versioned data and AI pipelines on object storage.
- Website
Dataallies8MLOpsDataallies is a platform that helps companies build and deploy AI models efficiently, focusing on data preparation and model lifecycle management.
- Website Mlcloud8MLOps
- Website
Auctor63MLOpsSan Francisco, United States$20.0MAI-native system of action for the full software implementation lifecycle.
- Website Datumstrata7MLOps
Datumstrata provides a data platform for AI and machine learning, enabling efficient data management and model deployment.
- Website
Opsera.io62MLOpsSan Jose, United States$25.0MUnified DevOps platform automating software delivery with AI-driven insights and integrations.
- Website
Mabl61MLOpsBoston, United States$70.0MAI-native, low-code test automation platform for software quality engineering.
- Website
Statsig60MLOpsNew York, United States$70.0MFeature flagging and product experimentation platform for engineering teams.
- Website
Modelstake5MLOps - Website
Optimizing Mind39AI EnablersSan Francisco, United States$1.0MProvides Flash Transfer Learning, enabling AI models to learn new tasks with less data and training time.
Compare Comet head to head
Side by side on what each one does, what it costs, and what real users report.

