Best AIOps Tools for Small Business - Page 2

How Many AIOps Tools Products Does G2 Track?

Total Products under this Category: 143

Category Stats (Oct 2026)

  • Average Rating: 4.47/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: BMC Helix Operations Management with AIOps (+5.55%) - Among all products in this category, BMC Helix Operations Management with AIOps recorded the largest rating increase compared to last month

Last updated: October 01, 2026

How Does G2 Rank AIOps Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 9,900+ Authentic Reviews
  • 143+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AIOps Tools

G2 Grid® for AIOps Tools plotting products by satisfaction and market presence

Highlighted products: Sumo Logic, OpManager Nexus, ServiceNow IT Operations Management, Better Stack, BigPanda, CloudThinker, PagerDuty, and IBM Turbonomic.

Underlying data: [Grid® JSON](https://www.g2.com/categories/aiops-platforms/grids.json?focus%5B%5D=sumo-logic&focus%5B%5D=opmanager-nexus&focus%5B%5D=servicenow-it-operations-management&focus%5B%5D=better-stack&focus%5B%5D=bigpanda&focus%5B%5D=cloudthinker&focus%5B%5D=pagerduty&focus%5B%5D=ibm-turbonomic&segment=small-business)

Splunk Observability Cloud

Splunk Observability Cloud is a comprehensive, real-time monitoring and troubleshooting platform designed to provide full-stack visibility across any environment. By integrating application performance monitoring, infrastructure monitoring, and digital experience monitoring, it enables organizations to detect and resolve issues swiftly, ensuring optimal system performance and enhanced user experiences. Built on OpenTelemetry standards, Splunk Observability Cloud offers AI-driven insights and analytics, facilitating proactive management of complex, distributed systems. Key Features and Functionality: - Application Performance Monitoring (APM): Identifies and addresses application issues by combining related data into intuitive visuals, accelerating mean time to resolution (MTTR). - Infrastructure Monitoring: Provides instant visibility and real-time alerts to improve hybrid cloud performance. - Digital Experience Monitoring: Delivers insights into frontend performance through Real User Monitoring and Synthetic Monitoring, ensuring seamless user experiences. - AI-Powered Analytics: Utilizes machine learning-driven features like Service Maps and Trace Analytics to offer guided troubleshooting and faster issue resolution. - OpenTelemetry-Native: Ensures data ownership and control, preventing vendor lock-in and allowing consistent instrumentation across applications. - No Data Sampling: Collects and analyzes 100% of data with NoSample™ tracing, eliminating blind spots. - Log Observer Connect: Correlates logs stored in Splunk Platform with real-time metrics and traces, providing deeper context for software behavior. Primary Value and Problem Solving: Splunk Observability Cloud addresses the challenges of monitoring and managing complex, distributed systems by offering unified visibility and real-time troubleshooting capabilities. It empowers organizations to: - Accelerate Issue Resolution: By correlating metrics, traces, and logs, teams can quickly identify root causes, reducing downtime and improving system reliability. - Enhance User Experiences: Continuous monitoring of digital experiences ensures that performance issues are detected and resolved before impacting end-users. - Optimize Operational Efficiency: AI-driven insights and automated analytics streamline troubleshooting processes, allowing teams to focus on innovation rather than firefighting. - Maintain Data Control: The OpenTelemetry-native approach provides flexibility and prevents vendor lock-in, enabling organizations to adapt and scale their observability practices as needed. By integrating these capabilities, Splunk Observability Cloud enables organizations to maintain high system performance, deliver exceptional user experiences, and drive continuous innovation.

Average Rating: 4.3/5.0

Total Reviews: 55

How Do G2 Users Rate Splunk Observability Cloud?

  • Has the product been a good partner in doing business?: 8.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Splunk Observability Cloud?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 38% Large, 33% Small

What Do G2 Reviewers Say About Splunk Observability Cloud?

AI-generated summary from verified user reviews

Pros
  • Users value the detailed insights and analytics from Splunk Observability Cloud, enhancing performance and health monitoring of infrastructure.
  • Users find Splunk Observability Cloud to be extremely user-friendly, streamlining tasks and enhancing efficiency in monitoring.
Cons
  • Users find the pricing too expensive, suggesting a need for more economical options to increase accessibility.
  • Users find the pricing issues significant, citing high costs and a lack of training resources for effective use.
  • Users find the steep learning curve of Splunk Observability Cloud challenging, requiring time and prior knowledge to master.
  • Users find the complex setup of Splunk Observability Cloud challenging, making it difficult to effectively utilize the tool.
  • Users find the difficult learning curve of Splunk Observability Cloud challenging, especially for beginners requiring time to adapt.

What Are Recent G2 Reviews of Splunk Observability Cloud?

What Are G2 Users Discussing About Splunk Observability Cloud?

SolarWinds Observability

SolarWinds® Observability is a comprehensive full-stack observability solution designed to meet the diverse needs of modern organizations, regardless of their size. This solution provides deep visibility into hybrid ecosystems, enabling users to monitor and manage both on-premises and cloud environments effectively. By optimizing performance and ensuring availability across distributed hybrid IT infrastructures, SolarWinds Observability supports organizations in navigating the complexities of their IT environments. Targeted at IT professionals and organizations that require robust monitoring capabilities, SolarWinds Observability caters to a wide range of use cases. It is particularly beneficial for businesses operating in hybrid environments, where the integration of on-premises and cloud resources is essential. The solution allows users to gain a holistic view of their networks, applications, databases, and user experiences, thereby facilitating better decision-making and operational efficiency. This is especially crucial in today’s fast-paced digital landscape, where downtime can significantly impact service reliability and customer satisfaction. One of the standout features of SolarWinds Observability is its built-in intelligence powered by AIOps capabilities. This functionality accelerates issue remediation by enabling users to detect, troubleshoot, and resolve problems more efficiently. The advanced predictive analysis and anomaly-based alerts help organizations proactively address potential issues before they escalate, ultimately reducing downtime and enhancing service reliability. Additionally, the solution's log pattern analysis further streamlines the troubleshooting process, allowing IT teams to focus on strategic initiatives rather than being bogged down by operational challenges. SolarWinds Observability offers flexibility in deployment, providing users with the option to choose between self-hosted and SaaS models. The self-hosted option integrates seamlessly with other SolarWinds services, such as security and storage monitoring, while the SaaS option is tailored for deeper monitoring of custom and cloud-based applications. This adaptability ensures that organizations can select the deployment method that best aligns with their operational needs and infrastructure. Moreover, SolarWinds Observability stands out by consolidating multiple monitoring tools into a single, integrated solution. This not only simplifies the monitoring process but also helps organizations reduce costs associated with managing disparate systems. By offering comprehensive visibility across hybrid IT environments, SolarWinds Observability empowers organizations to optimize their operations and enhance overall performance.

Average Rating: 4.3/5.0

Total Reviews: 831

How Do G2 Users Rate SolarWinds Observability?

  • Systems Monitoring: 7.8/10 (Category avg: 9.3/10)
  • Artificial Intelligence: 7.2/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Reporting: 8.9/10 (Category avg: 8.8/10)

Who Is the Company Behind SolarWinds Observability?

  • Seller: SolarWinds Worldwide LLC
  • Company Website:
  • Year Founded: 1999
  • HQ Location: Austin, TX
  • Twitter: @solarwinds
    19,570 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,864 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Network Engineer, Network Administrator
  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 44% Large, 35% Medium

What Do G2 Reviewers Say About SolarWinds Observability?

AI-generated summary from verified user reviews

Pros
  • Users love the intuitive interface of SolarWinds Observability, making system management and monitoring effortless and efficient.
  • Users appreciate the comprehensive visibility of SolarWinds Observability, simplifying performance monitoring across diverse environments.
  • Users value the unified visibility across infrastructure that simplifies monitoring and accelerates troubleshooting effectively.
  • Users appreciate the monitoring capabilities of SolarWinds Observability, effectively managing and analyzing network environments.
  • Users appreciate the intuitive user interface of SolarWinds, enhancing the management and visibility of network performance.
Cons
  • Users find the pricing escalates quickly, making SolarWinds Observability less affordable for larger setups and features.
  • Users face a significant learning curve with SolarWinds Observability, complicating the use of advanced features and integrations.
  • Users face integration issues due to complex setups and limited support for ITSM platform connections, affecting usability.
  • Users find the complex setup of SolarWinds Observability challenging, requiring significant technical expertise and time investment.
  • Users find the configuration difficulty of SolarWinds Observability to be a significant hurdle in effective deployment.

What Are Recent G2 Reviews of SolarWinds Observability?

What Are G2 Users Discussing About SolarWinds Observability?

Mezmo

Mezmo built an AI SRE agent that helps SRE and platform teams manage production environments with greater context, control, and trust. It supports autonomous incident detection, investigates incidents, identifies likely root causes, generates post-mortems, and turns repeatable operations work into governed agentic workflows on-call teams can rely on. The agent runs on AURA, Mezmo’s open-source agent harness, and is grounded by Mezmo’s real-time telemetry pipeline. Together, they give the agent task-ready context from logs, metrics, and traces instead of raw data dumps. Mezmo keeps production AI inspectable and controlled. Teams can connect their own models, integrate existing tools through MCP, run workflows on their own infrastructure, and audit every plan, prompt, and tool call. Mezmo is built for SRE and platform teams that want to bring AI into production operations without giving up control, context, or trust.

Average Rating: 4.6/5.0

Total Reviews: 213

How Do G2 Users Rate Mezmo?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)

Who Is the Company Behind Mezmo?

  • Seller: Mezmo
  • Year Founded: 2015
  • HQ Location: San Jose, California
  • Twitter: @mezmodata
    1,733 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    62 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 64% Small, 32% Medium

What Do G2 Reviewers Say About Mezmo?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the ease of use of Mezmo, highlighting its intuitive UI and efficient log analysis capabilities.
  • Users appreciate the ease of log collection and analysis with Mezmo, enhancing incident response efficiency significantly.
  • Users value the real-time monitoring capabilities of Mezmo, streamlining log management and incident response efficiency.
  • Users appreciate the real-time monitoring capabilities of Mezmo, enhancing incident response and simplifying log analysis.
  • Users value the efficiency improvement with Mezmo, significantly enhancing productivity and streamlining log analysis.
Cons
  • Users find the UX improvement necessary, citing complexity and design issues that hinder first-time navigation.
  • Users find the complex setup of Mezmo requires specialized knowledge and significant resources for effective maintenance.
  • Users are concerned about the high costs of Mezmo, especially with rising prices based on log volume.
  • Users find learning Mezmo tricky at first, but appreciate the team's continuous improvements and support.
  • Users are frustrated by the limitation of log levels, missing support for regular console logging and poor documentation.

What Are Recent G2 Reviews of Mezmo?

What Are G2 Users Discussing About Mezmo?

Tian Lin
TL
Researched and written by Tian Lin
Updated