Alternatives to Collectd
The top MLOps companies similar to Collectd, 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.
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Datadog67DevOpsNew York, United States$794.2MCloud monitoring and observability platform for infrastructure and application performance.
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Prometheus64Artificial IntelligenceSan Francisco, United States$13.0BAI startup led by Jeff Bezos.
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Deepchecks58MLOpsTel Aviv, Israel$18.3MOpen-source Python library for validating ML models and data, ensuring reliability and quality.
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nscale70MLOpsSan Francisco, United States$5.9Bnscale provides a cloud-native platform for managing and optimizing Kubernetes deployments.
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Elasticsearch85Search EngineAmsterdam, Netherlands$104.0MOpen-source search and analytics engine for data exploration and real-time insights.
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Comet ML64MLOpsNew York, United States$69.8MA meta machine learning platform for tracking, comparing, and optimizing ML experiments.
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Opsera.io62MLOpsSan Jose, United States$25.0MUnified DevOps platform automating software delivery with AI-driven insights and integrations.
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Aporia59MLOpsTel Aviv, Israel$30.0MML Observability platform for enterprises to monitor, visualize, and ensure ML model performance.
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Langfuse GmbH58MLOpsBerlin, Germany$2.5M - Website
Cast AI57MLOpsTel Aviv, Israel$44.0MAI-powered platform for optimizing cloud infrastructure costs and performance.
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Weights & Biases (W&B)57MLOpsSan Francisco, United States$521.0MMLOps platform for tracking, visualizing, and collaborating on machine learning experiments.
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Squadcast55MLOpsSan Francisco, United States$12.0MAI-powered incident management and service reliability platform for engineering teams.
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Langfuse55MLOpsBerlin, Germany$2.5MOpen-source LLM engineering platform for debugging, monitoring, and improving production-grade LLM applications.
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OpenMeter54MLOpsTel Aviv, Israel$3.0MOpenMeter provides a usage-based metering and billing platform for cloud-native applications.
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DVC54MLOpsSan Francisco, United States$154.0MOpen-source platform for ML experiment tracking and data versioning.
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Probabl54MLOpsParis, France$18.5MTrack experiments, validate models, and collaborate with confidence using Skore, the methodology layer for AI coding tools.
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Grafana Cloud69ObservabilityNew York, United States$2.1BFull-stack observability platform built on open standards for unifying telemetry and accelerating troubleshooting.
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PlayerZero48MLOpsTel Aviv, Israel$30.5MPlayerZero builds an engineering world model so SRE, QA, and support teams resolve incidents, prevent defects, and close tickets faster.
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Logz.io63EnterpriseTel Aviv, Israel$132.0MLogz.io provides an observability platform for cloud-native businesses, combining open-source tools for monitoring and security.
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Moogsoft42MLOpsSan Francisco, United States$116.5MAI-powered incident management and observability platform for IT operations.
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StarTree, Inc.61Real-Time AnalyticsMountain View, United States$75.2M - Website
Testkube39MLOpsTel Aviv, Israel$12.0MOpen-source Kubernetes-native testing framework for CI/CD.
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Trigger Device Inc59AI AgentsLondon, United Kingdom$16.5MAn open-source platform for building and deploying AI agents and workflows.
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Chaos38MLOpsSan Francisco, United States$104.3MChaos is a platform for engineering teams to build and manage complex distributed systems.
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Odigos56Enterprise$13.0MOpen-source project for instant distributed tracing and metrics using eBPF and OpenTelemetry.
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MetalBear56Software DevelopmentSan Francisco, United States$12.5MOpen-core company building tools for modern backend engineers to ship faster and better.
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Grafana Labs80ObservabilityNew York, United StatesCommercializes the open-source Grafana observability platform with AI features.
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CloudQuery53EnterpriseSan Francisco, United States$18.5MOpen-source data integration platform for security and infrastructure teams.
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Feast AI54MLOpsSan Francisco, United StatesAn open-source feature store for managing and serving data for AI/ML models in production.
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Keep45EnterpriseSan Francisco, United States$2.5MOpen-source alert management platform using AI to reduce noise and improve alert actionability for engineers.
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Databricks82Data AnalyticsSan Francisco, United States$36.7BA unified data analytics and AI platform built on the lakehouse architecture.
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Apica46MLOpsStockholm, SwedenPerformance monitoring and management for cloud-native applications.
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Mastra77Agentic AISan Francisco, United States$35.5MAn open-source TypeScript/JavaScript framework for building AI agents, from the creators of Gatsby.
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WooCommerce (Automattic)76E-commerceSan Francisco, United States$815.7MA free, open-source e-commerce plugin for WordPress, empowering businesses to build and manage online stores.
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Hugging Face76AINew York, United States$395.2MHugging Face is the leading AI community and platform for machine learning collaboration, enabling developers to build, share, and deploy models, datasets, and applications.
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LangChain76Agentic AISan Francisco, United States$260.0MThe platform for building reliable AI agents and LLM applications.
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Together AI76AI InfrastructureSan Francisco, United States$906.0MAI acceleration cloud platform for open source and enterprise.
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Snyk76AI Coding AssistantBoston, United States$488.5MSnyk is a developer security platform that helps software teams find and fix vulnerabilities in code, open source dependencies, containers, and cloud infrastructure.
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Redis75DatabaseSan Francisco, United States$906.8MRedis is an open-source, in-memory data platform used as a database, cache, and message broker, powering real-time applications at scale.
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Automattic73Web DevelopmentSan Francisco, United States$300.0MThe company behind WordPress.com, WooCommerce, Tumblr, and Jetpack, empowering individuals and businesses to build and manage their online presence.
Braintrust Data72Artificial IntelligenceUnited States$80.0MThe observability layer for AI.
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Qdrant71Vector DatabaseBerlin, Germany$96.5MHigh-performance, open-source vector search engine built in Rust for production-grade AI and machine learning workloads.
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Airbyte70Data IntegrationSan Francisco, United States$181.0MAn open-source data integration platform for ELT, reverse-ETL, and AI agents.
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Vercel70Web DevelopmentSan Francisco, United States$687.5MA frontend cloud platform for building, scaling, and securing web experiences.
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Monte Carlo70EnterpriseSan Francisco, United States$236.0MData observability platform for data reliability and quality.
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BigPanda.io70EnterpriseMountain View, United States$306.0MBigPanda provides an AIOps platform that automates incident management and prevents service outages for large enterprises.
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Open source Firebase alternative with a PostgreSQL backend and real-time capabilities.
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Ubuntu70Operating SystemsLondon, United Kingdom$63.0MA popular open-source Linux distribution.
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Elementor69WebsiteRamat Gan, Israel$65.8MElementor is the leading open-source website builder platform for WordPress professionals, enabling pixel-perfect design and efficient site creation with AI-assisted tools.
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Dremio69Data LakeSanta Clara, United States$395.0MSelf-service analytics on data lakes with data warehouse functionality and data lake flexibility.
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ClickHouse Cloud68DatabaseSan Francisco, United States$1.1BFully managed ClickHouse service for real-time analytics on AWS, GCP, and Azure.
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Kyutai68Frontier AI LabParis, France$300.0MA non-profit AI research lab focused on open science and developing advanced multimodal and voice AI models.
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Starburst67AIBoston, United States$414.0MData platform for apps and AI, unifying distributed data for analytics and AI innovation.
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ScyllaDB67DatabasePalo Alto, United States$101.0MScyllaDB is a high-performance, low-latency NoSQL database for data-intensive applications, designed to scale with modern infrastructure.
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Posit67Data Science PlatformBoston, United States$169.9MOpen-source data science platform for enterprise teams, enabling collaboration and reproducible results.
Compare Collectd head to head
Side by side on what each one does, what it costs, and what real users report.

