Datadog vs. Snowflake Comparison


Datadog	Snowflake	+	+
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With a low-code Super REST API adapter, over 100 pre-built job steps and a user-friendly drag-and-drop workflow designer, you can integrate across any system, application and data source, on-prem, in the cloud or in hybrid environments. Maintain complete control and visibility and meet SLAs with monitoring of all automation from a single pane of glass and get custom alerts via emails or SMS. Managed Smart Queues dynamically scale resources for high-volume workloads, reducing process times while the self-service portal enables business users to run and monitor workflows independently. ActiveBatch meets security and compliance standards, with ISO 27001 and SOC 2, Type II certifications, encrypted connections and regular third-party tests, always keeping security at the forefront. Along with ongoing product advancements, get the added benefit of 24x7 support and on-site training. 375 Ratings Visit Website FinOpsly FinOpsly is an AI Cost Governance platform. It brings AI, cloud, data platform and SaaS spend into one attribution, policy and control layer, so enterprises can price a workload before building it, attribute every dollar to an owner, hold spend inside budget under policy, and prove what landed in run-rate. Your AI invoice is not what your AI costs. One request draws on model tokens, retrieval, warehouse queries, GPU capacity and storage, and only the first shows up on the AI bill. FinOpsly resolves all of it, plus the seats in procurement and the compute in an untagged cloud account, to the same dimensions: owner, team, application, line of business, customer and tenant. An AI initiative's full cost becomes one figure, charged back through one hierarchy in one cycle. Workforce AI is the tools employees use: seats and per-user token draw across GitHub Copilot, Cursor, ChatGPT Enterprise and Microsoft 365 Copilot. Application AI is the AI your product ships: tokens, compute and data joined into cost-to-serve across OpenAI, Anthropic, Bedrock, Azure OpenAI, Vertex AI, SageMaker and Databricks. PLAN. Price a workload from its architecture before any resource exists, across model APIs, GPU capacity, data platform consumption and storage, with assumptions visible. Compare it across candidate models on your measured usage. EXPLAIN. Attribute spend to owner, team, application, line of business and business unit across 9+ hierarchy levels. Unified tagging reconciles providers that tag inconsistently, and AI-driven bulk labeling closes large key estates. Unattributed spend is reported in dollars. ACT. Budgets per project, team and API key, with daily burn-rate monitoring. Anomaly detection with root cause, routed to the owner. Waste detection using FinOpsly's own algorithms and ML models. Commitment planning across AWS, Azure and Google Cloud. Policy-driven parking of idle compute. PROVE. Chargeback across AI, cloud, data and SaaS in one cycle. Realized savings tracked into run-rate against a no-action baseline. Cost per call, cost per active user, and cost-to-serve per customer and tenant. proof: 100% attribution of AI spend; chargeback from 12.4 days to under one day across 9+ levels; 26% realized savings in AWS and 17%+ in Azure at a payments client. Built for CIOs, CTOs and platform leaders accountable for technology spend, FinOps and finance teams running chargeback, and engineering teams who need cost signal before they decide 3 Ratings Visit Website CloudZero CloudZero is the leader in proactive cloud cost efficiency. We enable engineers to build cost-efficient software without slowing down innovation. CloudZero's next-generation cloud cost optimization platform automates the collection, allocation, and analysis of cloud costs to uncover savings opportunities and improve unit economics. 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About Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. Our SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.	About Snowflake is a comprehensive AI Data Cloud platform designed to eliminate data silos and simplify data architectures, enabling organizations to get more value from their data. The platform offers interoperable storage that provides near-infinite scale and access to diverse data sources, both inside and outside Snowflake. Its elastic compute engine delivers high performance for any number of users, workloads, and data volumes with seamless scalability. Snowflake’s Cortex AI accelerates enterprise AI by providing secure access to leading large language models (LLMs) and data chat services. The platform’s cloud services automate complex resource management, ensuring reliability and cost efficiency. Trusted by over 11,000 global customers across industries, Snowflake helps businesses collaborate on data, build data applications, and maintain a competitive edge.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Not Supported Android Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Information Technology, Operations, Security, and Development teams	Audience Organizations interested in a powerful and comprehensive cloud data platform
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $15.00/host/month Free - up to five hosts Pro - $15 per host per month Enterprise - $23 per host per month Free Version Not Supported Free Trial Supported	Pricing $2/credit Pay for the compute and storage you actually use. - Turn compute resources on and off, so you only pay for what you use - Store near-unlimited amounts of data at affordable cloud rates - Grow your analytics infrastructure with linear cost scalability Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 4.9 / 5 ease 4.9 / 5 features 4.7 / 5 design 4.7 / 5 support 4.7 / 5 Read all reviews	Reviews/Ratings Overall 4.8 / 5 ease 4.8 / 5 features 5.0 / 5 design 4.8 / 5 support 4.8 / 5 Read all reviews
Pros & Cons from Real Users Pros I have all the essential info in my dashboard, or just 1 or 2 clicks away. Very easy to use and intuitive. It has easy to use configuration tools which allows you to quickly configure and customize the metrics and alerts you need to monitor your systems. It also provides comprehensive analytics and insights into your infrastructure and applications, so you can make informed decisions about how to improve your performance. Datadog is just an overall awesome solution for monitoring our systems and endpoints. The analytics Datadog provides are second to none, and it integrates with everything. Huge fan of the dashboards they provide. -It comes with a lot of useful features like visualization, error finding, and network mapping. -It has a high-speed log searching system. -It allows integration with other apps to increase productivity. -You get regular updates so that the user experience remains excellent. -It has many features like fast and powerful search for queries, creating graphs based on logs, and many more. -You can put everything into one dashboard irrespective of their time zones. -It has a simple UI and can Integrate with other apps like slack very easily to maximize your performance. Cons It could be less pricy. A bit too expensive for small teams. There's not a lot of third-party integrations, which could limit its usefulness for some specific use cases. The alerting options could be limited for specific types of configurations which could be an issue. Bit of a learning curve, but that's to be expected with such a comprehensive solution. -It delays the monitoring if you operate in a complex database structure. -It is a bit pricy if we compare it with other alternatives. -The setup and configuration are a bit difficult for a beginner or inexperienced people. -There is no role-based access control that is a security concern. -Navigating through User Interface consumes a lot of time.	Pros & Cons from Real Users Pros Snowflake is being used across our whole organization. It addresses the need to combine disparate data sources into one single data source and discover insights into our business that would not be easily possible with lots of disconnected data sources. It has great SQL features like LISTAGG or Count Distinct, which go above and beyond Oracle and MS SQL. - Reporting queries run in a fraction of the time that they would in our production systems - We can run simple SQL queries. - Scales up and down seamlessly - Optimized table structures under the hood - Sharing data between accounts - Easy if use - Continuous data pipelines - Snowflake also includes caching at various levels to help speed up your queries and minimum costs. - Support members are very good. Snowflake is acting as a company-wide Data Repository. With its cloud architecture and scalability, it addresses our storage, warehouse, and computation problem at the same time. Snowflake has powerful group roles and policy, which makes it beneficial for enterprise edition and usage. Snowflake acts as a single platform for both data storage and warehousing needs. For deployment purposes, it has the best group policy management and the best UI I've encountered personally. It also accommodates direct connection with AWS and Azure, which is another advantage. - Hosted on cloud: Helps with scalability. - Handling large data scale and ingestion - Separation of compute and storage - Community is active and ever-growing: You will have someone from the community to help whenever you need it. Simple & clean interface Great querying performance Integration with all the major cloud providers Easy to learn querying language Good documentation (+) Easy to adapt and easy to use. (+) The run time of queries is much faster compared to other products in the market. (+) One can select a part of a query for execution. (+) Integration with S3 and other data storage platforms makes snowflake more compatible. (+) One may run concurrent queries without giving up on speed. Cons Nothing to dislike in Snowflake. Awesome data warehouse for huge data set. - Very expensive - Indexing by primary key is non performant Web based IDE is not suitable for writing complex queries, it feels sluggish when heavily used. (-) Performance drops in the case of multiple users. (-) No option for scheduling of a task or a query. (-) The coding syntax has some restrictions like the case-sensitivity issue.
Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Datadog Founded: 2010 United States www.datadoghq.com	Company Information Snowflake Founded: 2012 United States www.snowflake.com
Alternatives New Relic	Alternatives Google Cloud BigQuery Google
NeuBird	Amazon Web Services (AWS) Amazon
Blumira	Denodo Denodo Technologies
Splunk AppDynamics Cisco	Databricks
Site24x7 ManageEngine View All	Teradata VantageCloud Teradata View All
Categories Agentic DevOps Supported AI Agent Observability Supported AI Cost Management Supported AI Security Supported AI SRE Agents Supported AIOps Supported API Marketplaces Supported API Monitoring Supported Application Dependency Mapping Supported Application Performance Monitoring (APM) Supported Cloud Cost Management Supported Cloud Management Supported Cloud Migration Supported Cloud Monitoring Supported Cloud Security Supported Container Monitoring Supported Cron Job Monitoring Supported Data Center Management Supported Database Monitoring Supported Database Performance Tuning Supported DevOps Supported DevSecOps Supported DNS Monitoring Supported File Integrity Monitoring Supported FinOps Supported GUI Testing Supported Incident Response Supported Infrastructure-as-a-Service (IaaS) Supported IoT Analytics Supported IoT Device Management Supported IT Alerting Supported IT Infrastructure Monitoring Supported IT Management Supported Log Analysis Supported Log Management Supported Log Monitoring Supported Network Bandwidth Monitoring Supported Network Monitoring Supported Network Security Supported Network Traffic Analysis (NTA) Supported Network Troubleshooting Supported Observability Supported Server Monitoring Supported Session Replay Supported SIEM Supported SLA Management Supported SNMP Monitoring Supported System Monitoring Supported Telemetry Supported Website Monitoring Supported	Categories AI Cloud Providers Supported AI Infrastructure Supported Big Data Supported Columnar Databases Supported Data as a Service (DaaS) Supported Data Clean Room Supported Data Exchange Supported Data Governance Supported Data Lake Supported Data Management Supported Data Marketplaces Supported Data Monetization Supported Data Preparation Supported Data Science Supported Data Warehouse Supported Database Supported Database Management Systems (DBMS) Supported ETL Supported LLM API Supported Machine Learning Supported OLAP Databases Supported Query Engines Supported SQL Databases Supported
Show More Features Application Performance Monitoring (APM) Features Baseline Manager Not Supported Diagnostic Tools Supported Full Transaction Diagnostics Supported Performance Control Supported Resource Management Supported Root-Cause Diagnosis Supported Server Performance Supported Trace Individual Transactions Supported Cloud Security Features Antivirus Not Supported Application Security Supported Behavioral Analytics Not Supported Encryption Not Supported Endpoint Management Supported Incident Management Supported Intrusion Detection System Supported Threat Intelligence Supported Two-Factor Authentication Not Supported Vulnerability Management Not Supported Data Center Management Features Audit Trail Not Supported Behavior-Based Acceleration Not Supported Cross Reference System Not Supported Device Auto Discovery Supported Diagnostic Testing Not Supported Import / Export Data Not Supported JCL Management Not Supported Multi-Platform Supported Multi-User Supported Power Management Not Supported Sarbanes-Oxley Compliance Not Supported Database Monitoring Features Anomaly Detection Supported Autodiscovery Supported Capacity Planning Not Supported Dashboard Supported Dependency Tracking Supported Historical Trend Analysis Supported Multitenancy Not Supported Notifications / Alerts Supported Performance Monitoring Supported Permissions / Access Controls Not Supported Predictive Analytics Supported Prioritization Not Supported Query Analysis Not Supported Resource Optimization Not Supported Troubleshooting Supported DevOps Features Approval Workflow Not Supported Dashboard Supported KPIs Supported Policy Management Not Supported Portfolio Management Not Supported Prioritization Not Supported Release Management Not Supported Timeline Management Not Supported Troubleshooting Reports Supported IT Infrastructure Monitoring Features Alerts / Notifications Supported Application Monitoring Supported Bandwidth Monitoring Not Supported Capacity Planning Supported Configuration Change Management Not Supported Data Movement Monitoring Supported Health Monitoring Supported Multi-Platform Support Supported Performance Monitoring Supported Point-in-Time Visibility Supported Reporting / Analytics Supported Virtual Machine Monitoring Supported Infrastructure-as-a-Service (IaaS) Features Analytics / Reporting Supported Configuration Management Not Supported Data Migration Supported Data Security Not Supported Load Balancing Not Supported Log Access Supported Network Monitoring Supported Performance Monitoring Supported SLA Monitoring Supported Log Management Features Archiving Supported Audit Trails Supported Compliance Reporting Supported Consolidation Supported Data Visualization Supported Event Logs Supported Network Logs Supported Remediation Supported Syslogs Supported Thresholds Supported Web Logs Not Supported Network Monitoring Features Bandwidth Monitoring Not Supported Baseline Manager Not Supported Diagnostic Tools Supported Internet Usage Monitoring Not Supported IP Address Monitoring Not Supported Real Time Analytics Supported Resource Management Supported Server Monitoring Supported SLA Monitoring Supported Uptime Monitoring Supported Web Traffic Reporting Supported Network Security Features Access Control Not Supported Analytics / Reporting Not Supported Compliance Reporting Not Supported Firewalls Not Supported Internet Usage Monitoring Not Supported Intrusion Detection System Not Supported Threat Response Not Supported VPN Not Supported Vulnerability Scanning Supported Network Troubleshooting Features Alerts / Escalation Supported Bandwidth Troubleshooting Not Supported Change Management Not Supported Configuration Management Not Supported Connectivity Management Not Supported Data Visualization Supported Historical Audit Not Supported Mobile Network Troubleshooting Not Supported Network Analysis Not Supported Network Monitoring Supported SIEM Features Application Security Not Supported Behavioral Analytics Supported Compliance Reporting Not Supported Endpoint Management Not Supported File Integrity Monitoring Not Supported Forensic Analysis Not Supported Log Management Supported Network Monitoring Supported Real Time Monitoring Supported Threat Intelligence Supported User Activity Monitoring Not Supported System Monitoring Features Alerts / Notifications Supported Antivirus Management Not Supported Data Backup / Recovery Not Supported Device Monitoring Not Supported Inventory Management Not Supported Patch Management Not Supported Policy-based Automation Not Supported Remote Monitoring Not Supported Reporting / Analytics Supported Risk Analysis Not Supported Server Monitoring Supported Service Configuration Management Not Supported Website Monitoring Features Availability Testing Supported Event Logs Supported Event-Based Notifications Supported FTP Monitoring Supported Mail Server Monitoring Not Supported Maintenance Scheduling Not Supported Performance Metrics Supported Real Time Monitoring Supported Transaction Monitoring Not Supported Uptime Reporting Supported	Show More Features Data Warehouse Features Ad hoc Query Not Supported Analytics Supported Data Integration Not Supported Data Migration Supported Data Quality Control Not Supported ETL - Extract / Transfer / Load Not Supported In-Memory Processing Not Supported Match & Merge Not Supported Database Features Backup and Recovery Not Supported Creation / Development Not Supported Data Migration Not Supported Data Replication Not Supported Data Search Not Supported Data Security Not Supported Database Conversion Not Supported Mobile Access Not Supported Monitoring Not Supported NOSQL Not Supported Performance Analysis Supported Queries Not Supported Relational Interface Not Supported Virtualization Not Supported ETL Features Data Analysis Supported Data Filtering Not Supported Data Quality Control Not Supported Job Scheduling Not Supported Match & Merge Not Supported Metadata Management Not Supported Non-Relational Transformations Not Supported Version Control Not Supported
Integrations AccessOwl Supported Amazon AppFlow Supported Amazon Web Services (AWS) Supported Astro by Astronomer Supported Azure Marketplace Supported Blink Supported Chronicle SOAR Supported DataBahn Supported Edge Delta Supported Entitle Supported IRI DMaaS Supported Latitude Supported Matia Supported NeuBird Supported Observo AI Supported Pelanor Supported Pipedream Supported Sifflet Supported Token Security Supported Vanta Supported Show More Integrations View All 378 Integrations	Integrations AccessOwl Supported Amazon AppFlow Supported Amazon Web Services (AWS) Supported Astro by Astronomer Supported Azure Marketplace Supported Blink Supported Chronicle SOAR Supported DataBahn Supported Edge Delta Supported Entitle Supported IRI DMaaS Supported Latitude Supported Matia Supported NeuBird Supported Observo AI Supported Pelanor Supported Pipedream Supported Sifflet Supported Token Security Supported Vanta Supported Show More Integrations View All 1013 Integrations
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