Overview

Sumo Logic provides a cloud-native platform for continuous intelligence, processing machine data to deliver insights across IT operations, security, and business analytics. Founded in 2010, the company focuses on aggregating, indexing, and analyzing structured and unstructured data from various sources, including applications, infrastructure, and security devices.

The platform is designed to consolidate observability and security functions, aiming to reduce the operational complexity of managing disparate tools. For developers and operations teams, Sumo Logic offers capabilities for application performance monitoring and infrastructure monitoring, helping to identify and troubleshoot issues in real time. This includes collecting metrics, logs, and traces from cloud environments like AWS, Azure, and Google Cloud, as well as on-premises infrastructure. Its log management capabilities facilitate searching, analyzing, and visualizing large volumes of log data, which can be critical for debugging, performance optimization, and understanding system behavior.

From a security perspective, Sumo Logic's Cloud SIEM (Security Information and Event Management) product is designed to detect and respond to security threats by correlating security events across an organization's digital footprint. It integrates with various security tools and cloud providers to provide a unified view of security posture, automate threat detection, and streamline incident response. This is particularly relevant for organizations operating in hybrid or multi-cloud environments that face challenges in centralizing security data for analysis and compliance. The platform's compliance certifications, including SOC 2 Type II, HIPAA, and PCI DSS, address regulatory requirements for data handling and security.

Sumo Logic is structured to support organizations requiring scalable data ingestion and analysis, from small development teams to large enterprises. Its use cases span from routine operational monitoring and troubleshooting to advanced threat hunting and compliance reporting. The platform's API-first approach allows for programmatic interaction, enabling integration into existing CI/CD pipelines and automation workflows, which is a consideration for teams implementing Continuous Integration and Continuous Delivery (CI/CD) practices. This enables developers to embed observability and security checks directly into their development and deployment processes.

Key features

  • Centralized Log Management: Collects, ingests, indexes, and analyzes log data from various sources including applications, servers, networks, and cloud services. Offers advanced search, filtering, and visualization capabilities for operational intelligence and troubleshooting.
  • Cloud SIEM (Security Information and Event Management): Provides security analytics, threat detection, and incident response capabilities, correlating security events and logs across an organization's cloud and on-premises infrastructure to identify and mitigate threats. More details are available in the Cloud SIEM documentation.
  • Infrastructure Monitoring: Monitors the health and performance of cloud infrastructure (AWS, Azure, GCP) and on-premises systems, collecting metrics and logs to provide insights into resource utilization, performance bottlenecks, and operational issues.
  • Application Performance Monitoring (APM): Offers visibility into application health and performance through distributed tracing, metrics, and log analysis, helping developers diagnose and resolve application-level issues.
  • Real-time Analytics: Processes data in real-time, enabling immediate insights and alerts for operational issues, security threats, and performance deviations.
  • Custom Dashboards and Alerts: Allows users to create custom dashboards for visualizing key metrics and log patterns, and configure alerts based on predefined thresholds or anomalies.
  • Compliance and Auditing: Supports various compliance standards (e.g., PCI DSS, HIPAA, GDPR) by providing tools for log retention, audit trails, and reporting.

Pricing

Sumo Logic's pricing model is primarily based on data ingestion volume (GB/day), with variations for different service tiers and specific modules like Cloud SIEM and infrastructure monitoring. As of May 2026, the Essentials tier starts at $1.50 per GB for log ingestion. Higher tiers (Enterprise, Enterprise Suite) offer additional features, longer data retention, and increased support. Pricing for security and infrastructure monitoring services are typically tiered based on the specific capabilities and scale required.

For detailed and up-to-date pricing information, refer to the official Sumo Logic pricing page.

Tier Name Key Features Starting Price (approx.) Typical Use Case
Essentials Log ingestion, basic search, dashboards, 7-day log retention $1.50 per GB (log ingestion) Small teams, basic operational monitoring
Enterprise All Essentials features, longer retention, advanced analytics, security features, APM Custom pricing Medium to large enterprises, full observability suite
Enterprise Suite All Enterprise features, Cloud SIEM Enterprise, advanced security analytics, compliance features Custom pricing Large enterprises, comprehensive security and compliance needs

Pricing accurate as of May 2026.

Common integrations

Alternatives

  • Splunk: A platform for machine data analytics, offering similar capabilities in log management, SIEM, and operational intelligence, often deployed both on-premises and in the cloud.
  • New Relic: An observability platform that provides APM, infrastructure monitoring, log management, and security solutions, focusing on full-stack visibility.
  • Elastic Stack (ELK): A suite of open-source tools (Elasticsearch, Logstash, Kibana) widely used for centralized logging, search, and data visualization.
  • Datadog: A monitoring and analytics platform for cloud applications and infrastructure, offering a wide range of integrations and real-time observability.
  • Grafana Labs (Loki/Mimir): Open-source options for log aggregation (Loki) and metrics storage (Mimir) designed for cloud-native environments, often used with Grafana for visualization.

Getting started

To begin sending data to Sumo Logic, you typically configure a Collector and Source. Here's a Python example using the requests library to send a simple log message to an HTTP Source endpoint. Ensure you replace YOUR_HTTP_SOURCE_URL with your actual Sumo Logic HTTP Source URL.


import requests
import json
import datetime

def send_log_to_sumologic(log_message, source_url):
    headers = {'Content-Type': 'application/json'}
    payload = {
        "event": log_message,
        "timestamp": datetime.datetime.now(datetime.timezone.utc).isoformat(),
        "fields": {
            "environment": "dev",
            "service": "my-python-app"
        }
    }
    try:
        response = requests.post(source_url, headers=headers, data=json.dumps(payload))
        response.raise_for_status() # Raise an HTTPError for bad responses (4xx or 5xx)
        print(f"Log sent successfully. Status code: {response.status_code}")
    except requests.exceptions.HTTPError as errh:
        print(f"Http Error: {errh}")
    except requests.exceptions.ConnectionError as errc:
        print(f"Error Connecting: {errc}")
    except requests.exceptions.Timeout as errt:
        print(f"Timeout Error: {errt}")
    except requests.exceptions.RequestException as err:
        print(f"Something went wrong: {err}")

# Replace with your actual HTTP Source URL from Sumo Logic
# You can find this by creating an HTTP Source in your Sumo Logic account.
# See: https://help.sumologic.com/docs/send-data/hosted-collectors/http-source/set-up-an-http-source/
SUMOLOGIC_HTTP_SOURCE_URL = "YOUR_HTTP_SOURCE_URL"

if __name__ == "__main__":
    my_log = {"level": "INFO", "message": "Application started successfully", "user_id": 123}
    send_log_to_sumologic(my_log, SUMOLOGIC_HTTP_SOURCE_URL)
    my_log_error = {"level": "ERROR", "message": "Failed to connect to database", "error_code": 500}
    send_log_to_sumologic(my_log_error, SUMOLOGIC_HTTP_SOURCE_URL)

Before running this code:

  1. Sign up for a Sumo Logic Free Trial.
  2. In your Sumo Logic account, create a new Hosted Collector and an HTTP Source. This will provide you with the unique YOUR_HTTP_SOURCE_URL.
  3. Install the requests library: pip install requests.
  4. Replace "YOUR_HTTP_SOURCE_URL" in the Python script with the URL obtained from your Sumo Logic HTTP Source.

After running the script, the log messages will be ingested into your Sumo Logic account, where you can search and analyze them using the platform's query language and dashboards.