Alternatives to Parca
Compare Parca alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Parca in 2026. Compare features, ratings, user reviews, pricing, and more from Parca competitors and alternatives in order to make an informed decision for your business.
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1
Epsagon
Epsagon
Epsagon enables teams to instantly visualize, understand and optimize their microservice architectures. With our unique lightweight auto-instrumentation, gaps in data and manual work associated with other APM solutions are eliminated, providing significant reductions in issue detection, root cause analysis and resolution times. Increase development velocity and reduce application downtime with Epsagon.Starting Price: $89 per month -
2
Linq
Linq
Turn a momentary handshake into a meaningful connection. Linq is built to support global organizations. Manage your team with enterprise-grade administration across mobile and desktop. Ready to make a great one? Linq makes it easy to share fully customized profiles containing links, photos, contact information, and more, straight to someone's phone or inbox. They don't need Linq or an app. Convert business cards to digital contacts with the Linq business card scanner. Create multiple profiles for different settings under one account. Choose from our variety of products designed to fit the on-the-go, ready-whenever lifestyle. Start customizing your profile. When your product arrives, simply activate it on your profile. Download the Linq app to share your profile with a simple scan to someone’s phone. They don’t need the app! Designed to work for sales, creatives, leaders, and networkers. Impress your future connections with the fastest, most effective way to share information.Starting Price: Free -
3
DataBahn
DataBahn
DataBahn.ai is redefining how enterprises manage the explosion of security and operational data in the AI era. Our AI-powered data pipeline and fabric platform helps organizations securely collect, enrich, orchestrate, and optimize enterprise data—including security, application, observability, and IoT/OT telemetry—for analytics, automation, and AI. With native support for over 400 integrations and built-in enrichment capabilities, DataBahn streamlines fragmented data workflows and reduces SIEM and infrastructure costs from day one. The platform requires no specialist training, enabling security and IT teams to extract insights in real time and adapt quickly to new demands. We've helped Fortune 500 and Global 2000 companies reduce data processing costs by over 50% and automate more than 80% of their data engineering workloads. -
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You’ve embraced cloud architecture. But its complexity is difficult to monitor. The IBM Cloud Monitoring service is a fully managed monitoring service for administrators, DevOps teams and developers. Expect deep container visibility and comprehensive metrics. Reduce cost as you free up DevOps and better manage the software lifecycle. Configure a cluster to forward metrics to the IBM Cloud Monitoring service in the IBM Cloud. Increase productivity of administrators, DevOps teams and devs. Get notifications about metrics and events. Use dashboards to help you see the health of your environment. Discover apps, containers, hosts and networks dynamically. Display content and control access on a per-user, per-team basis. Configure an Ubuntu host to forward metrics to the IBM Cloud Monitoring service in the IBM Cloud. Cloud monitoring and troubleshooting for infrastructure, cloud services and applications.Starting Price: $37 per month
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5
Amazon CloudWatch
Amazon
Amazon CloudWatch is a monitoring and observability service built for DevOps engineers, developers, site reliability engineers (SREs), and IT managers. CloudWatch provides you with data and actionable insights to monitor your applications, respond to system-wide performance changes, optimize resource utilization, and get a unified view of operational health. CloudWatch collects monitoring and operational data in the form of logs, metrics, and events, providing you with a unified view of AWS resources, applications, and services that run on AWS and on-premises servers. You can use CloudWatch to detect anomalous behavior in your environments, set alarms, visualize logs and metrics side by side, take automated actions, troubleshoot issues, and discover insights to keep your applications. CloudWatch alarms watch your metric values against thresholds that you specify or that it creates using ML models to detect anomalous behavior. -
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ServiceNow Cloud Observability
ServiceNow
ServiceNow Cloud Observability is a solution that provides real-time monitoring and visibility into cloud infrastructure, applications, and services. It enables organizations to proactively identify and resolve performance issues by integrating data from various cloud environments into a unified dashboard. With advanced analytics and alerting capabilities, ServiceNow Cloud Observability helps IT and DevOps teams detect anomalies, troubleshoot problems, and ensure optimal system performance. The platform also supports automation and AI-driven insights, allowing teams to respond quickly to incidents and prevent potential disruptions. Overall, it improves operational efficiency and ensures a seamless user experience across cloud environments.Starting Price: $275 per month -
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Polar Signals
Polar Signals
Polar Signals cloud is an always-on, zero-instrumentation continuous profiling product that helps improve performance, understand incidents, and lower infrastructure costs. With just one command and the easiest onboarding guide you’ll ever see, you can start saving costs and optimizing performance in your infrastructure. Travel back in time to pinpoint incidents and issues. Profiling data provides unique insight and depth into what a process executed over time. Utilize profiling data collected over time to confidently and statistically identify hot paths for optimization. Many organizations have 20-30% of resources wasted with code paths that could be easily optimized. Polar Signals Cloud employs an exceptional blend of technologies, purpose-built to deliver the profiling toolset essential for today's evolving infrastructure and applications. With a zero instrumentation setup, deploy immediately and reap the benefits of actionable observability data.Starting Price: $50 per month -
8
Pyroscope
Pyroscope
Open source continuous profiling. Find and debug your most painful performance issues across code, infrastructure and CI/CD pipelines. Let you tag your data on the dimensions important for your organization. Allows you to store large volumes of high cardinality profiling data cheaply and efficiently. FlameQL enables custom queries to select and aggregate profiles quickly and efficiently for easy analysis. Analyze application performance profiles using our suite of profiling tools. Understand usage of CPU and memory resources at any point in time and identify performance issue before your customer do. Collect, store, and analyze profiles from various external profiling tools in one central location. Link to your OpenTelemetry tracing data and get request-specific or span-specific profiles to enhance other observability data like traces and logsStarting Price: Free -
9
Phlare
Grafana Labs
Grafana Phlare lets you aggregate continuous profiling data with high availability, multi-tenancy, and durable storage. This helps you get a better understanding of resource usage in your applications down to the line number. Grafana Phlare is an open source database that provides fast, scalable, highly available, and efficient storage and querying of profiling data. The idea behind Phlare was sparked during a company-wide hackathon at Grafana Labs. The project was announced in 2022 at ObservabilityCON. The mission for the project is to enable continuous profiling at scale for the open source community, giving developers a better understanding of resource usage of their code. By doing so, it allows users to understand their application performance and optimize their infrastructure spend.Starting Price: Free -
10
SolarWinds Observability SaaS
SolarWinds
SaaS-delivered Observability built to extend visibility across cloud-native, on-prem, and hybrid technology stacks. SolarWinds Observability SaaS delivers unified and comprehensive visibility for cloud-native, on-premises, and hybrid custom and commercial applications to help ensure optimal service levels and user satisfaction with key business services. For internally written and commercial applications. Unified code-level troubleshooting with transaction tracing, code-profiling, and exception tracking combined with end user experience insights through synthetic and real user monitoring. Deep database performance monitoring. Increase system performance, team efficiency, and infrastructure cost savings by offering full visibility into open-source databases including MySQL®, PostgreSQL®, MongoDB®, Azure® SQL, Amazon Aurora®, and Redis®. -
11
OpsCruise
OpsCruise
Your newer cloud-native apps have an order of magnitude more dependencies, ephemerality, releases, and telemetry. Proprietary monitoring and APM tools were born in the era of monolithic apps and static infrastructure. They are expensive, intrusive, siloed, and generate more noise than they’re worth. Open source and cloud monitoring tools offer an excellent foundation but require highly skilled engineers to integrate, maintain and analyze the data they surface. Your journey to modern infrastructure is stretching the limits of your monitoring framework. It’s time for a fresh approach. It’s time for OpsCruise! Our platform’s deep understanding of Kubernetes, coupled with our unique ML-based behavior profiling empowers your entire team to predict performance degradations and instantly surface their cause. All at a third of the cost of the current monitoring stack and without the need to instrument code, deploy agents, or maintain open-source tools.Starting Price: Free -
12
ContainIQ
ContainIQ
Our out-of-the-box solution allows you to monitor the health of your cluster and troubleshoot issues faster with pre-built dashboards that just work. And our clear and affordable pricing makes it easy to get started today. ContainIQ deploys three agents that sit inside your cluster: a single replica deployment that collects metrics and events from the Kubernetes API and two additional daemon sets, one that collects latency information for every pod on that node and another that collects logs for all of your pods/containers. Monitor latency by microservice and by path, including p95, p99, average, and RPS. Works instantly without application packages or middleware. Set alerts on significant changes. Search functionality, filter by date range, and view data over time. View all incoming and outgoing requests alongside metadata. Graph P99, P95, average latency, and error rate over time for each URL path. Correlate logs for a specific trace, useful for debugging when problems arise.Starting Price: $20 per month -
13
Splunk APM
Cisco
Innovate faster in the cloud, elevate user experience and future-proof your applications. Built for the cloud-native enterprise, Splunk helps you solve modern issues. Detect any issue before it turns into a customer problem. Reduce MTTR with our real-time, AI-driven Directed Troubleshooting. Flexible, open-source instrumentation eliminates lock-in. Maximize performance by seeing everything in your application, and act on AI-driven analytics. To deliver a flawless end-user experience, you need to observe everything. With NoSample™ full-fidelity trace ingestion, leverage all your trace data to identify any anomaly. Reduce MTTR with Directed Troubleshooting to quickly understand service dependencies, correlation with underlying infrastructure and root-cause error mapping. Breakdown and explore any transaction by any metric or dimension. Quickly and easily understand how your application behaves for different regions, hosts, versions or users.Starting Price: $660 per Host per year -
14
Bindplane
observIQ
Bindplane is a powerful telemetry pipeline solution built on OpenTelemetry, enabling organizations to collect, process, and route critical data across cloud-native environments. By unifying the process of gathering metrics, logs, traces, and profiles, Bindplane simplifies observability and optimizes resource management. The platform allows teams to centrally manage OpenTelemetry Collectors across various environments, including Linux, Windows, Kubernetes, and legacy systems. With Bindplane, organizations can reduce log volume by 40%, streamline data routing, and ensure compliance through data masking or encryption, all while providing intuitive, no-code controls for easy operation. -
15
Virtana Platform
Virtana
Know before you go to the public cloud with a single AI-powered observability platform to migrate, control cost, optimize performance, monitor, and drive uptime for your infrastructure across data centers, private and public clouds. The most difficult challenges facing enterprises as they seek to leverage public clouds are how to “know before you go” which workloads to migrate and how to avoid unexpected costs and performance degradation once workloads are operating in the cloud. With the Virtana unified observability platform, you can migrate and optimize across hybrid, public, and private cloud environments. This modular hybrid-cloud infrastructure optimization platform collects high-fidelity data — then apply AIOps technologies, including machine learning and advanced data analytics to to provide intelligent observability of singular workloads to make better decisions about what to move and where to move it while still meeting performance requirements. -
16
gProfiler
Granulate
gProfiler combines multiple sampling profilers to produce unified visualization of what your CPU is spending time on, displaying stack traces of your processes across native programs (includes Golang), Java and Python runtimes. gProfiler can upload its results to the Granulate Performance Studio, which aggregates the results from different instances over different periods of time and can give you a holistic view of what is happening on your entire cluster. To upload results, you will have to register and generate a token on the website. -
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Kloudfuse
Kloudfuse
Kloudfuse is an AI‑powered unified observability platform that scales cost‑effectively, combining metrics, logs, traces, events, and digital experience monitoring into a single observability data lake. It integrates with over 700 sources, agent‑based or open source, without re‑instrumentation, and supports open query languages like PromQL, LogQL, TraceQL, GraphQL, and SQL while enabling custom workflows through webhooks and notifications. Organizations can deploy Kloudfuse within their VPC using a simple single‑command install and manage it centrally via a control plane. It automatically ingests and indexes telemetry data with intelligent facets, enabling fast search, context‑aware ML‑based alerts, and SLOs with reduced false positives. Users gain full‑stack visibility, from frontend RUM and session replays to backend profiling, traces, and metrics, allowing navigation from user experience down to code‑level issues. -
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Sentio
Sentio
End-to-end observability platform to help you gain insights, secure assets and troubleshoot transactions for your decentralized applications. Use our type-safe, easy-to-use yet powerful SDK to collect and transform data based on smart contracts' events, transactions, traces, and states. Collected data are versioned for fast and easy iteration. Build low-code, real-time dashboards in seconds with powerful transformation and aggregation functions. Visualize metrics and easily zoom in and out at different timespan. Set up real-time alerts to notify your team via Slack, Telegram, Email and webhook so you can react quickly to critical events. Emit structured logs that are searchable and can be referenced from real-time dashboards. Sentio's mission is to accelerate DApp proliferation by bringing the best and battle-tested developer tools, infrastructure and philosophy to the crypto world. Leave your email to receive updates about our launch and gain early access to our beta release.Starting Price: Free -
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Tanzu Observability
Broadcom
Tanzu Observability by Broadcom is a high-performance observability platform designed to monitor, analyze, and optimize cloud-native applications and infrastructure. It provides real-time visibility into the health, performance, and operations of complex applications by collecting and analyzing metrics, traces, and logs. Tanzu Observability leverages advanced AI and machine learning capabilities to detect anomalies and provide actionable insights, helping businesses proactively manage and optimize their digital environments. The platform’s scalable architecture supports large-scale deployments and offers deep insights into application performance, enabling faster troubleshooting and enhanced decision-making. -
20
zymtrace
zymtrace
zymtrace is a continuous profiling and observability platform designed to help engineers optimize the performance of modern computing workloads that run across both CPUs and GPUs. It provides deep system-level visibility into how applications, AI models, and infrastructure consume computing resources, allowing developers to identify inefficiencies and performance bottlenecks without modifying their code or restarting systems. Built with eBPF-based profiling technology, zymtrace collects performance data across the full execution stack, from high-level application code and runtime libraries down to the Linux kernel and GPU instructions, enabling a unified analysis of heterogeneous workloads. It correlates GPU activity with the CPU code paths that launch it, bridging a common gap in traditional observability tools that typically treat GPUs as black boxes and provide only surface-level metrics. -
21
Syncovery
Super Flexible Software
Create your first sync or backup job step by step, with explanations of the main settings you need to make. Each job (or profile) works with two paths – source and destination, or just the left and right path (since profiles can be 2-way copy tasks also). Advanced Mode allows you to unleash Syncovery’s full potential. The Profile Overview shows your jobs (or profiles), their last and next run times, and the last result or current progress. You can easily create, edit, and run profiles. Syncovery offers various ways to start profiles. Unattended Mode also shows detailed progress dialogs, but does not show a Sync Preview and won’t ask any further questions. Some confirmations must be given beforehand, in the profile settings (for example, to delete files). -
22
Cribl Edge
Cribl
Your not-so-secret agent for vendor-neutral unified collection. Cribl Edge is an intelligent, highly scalable edge-based data collection system for logs, metrics, and application data. Combined with automatic log discovery and metrics production, Cribl Edge is designed to support today’s modern distributed microservice architectures. Centrally deploy, configure, and manage your agents to easily expand and reduce resource overhead, all while avoiding vendor lock-in with agnostic integrations. Replace multiple legacy agents and cut redundant proprietary systems to reduce complexity, shrink attack surfaces, and cut costs. Say goodbye to those painful, manual upgrades and give control back to your team with a central place for agent management. Get a handle of your dispersed infrastructure with the ability to efficiently deploy and monitor thousands of nodes in days, not weeks. -
23
Helios
Helios
Helios provides security teams with context and actionable runtime insights that significantly reduce alert fatigue by enabling real-time visibility into app behavior. We provide precise insights into the vulnerable software components in active use and the data flow within them, delivering an accurate assessment of your risk profile. Save valuable development time by strategically prioritizing fixes based on your application’s unique context – focusing on the real attack surface. Armed with applicative context, security teams can determine which vulnerabilities really require fixing. With proof in hand, there is no need to convince the dev team that a vulnerability is real. -
24
Bigeye
Bigeye
Bigeye is the data observability platform that helps teams measure, improve, and communicate data quality clearly at any scale. Every time a data quality issue causes an outage, the business loses trust in the data. Bigeye helps rebuild trust, starting with monitoring. Find missing and busted reporting data before executives see it in a dashboard. Get warned about issues in training data before models get retrained on it. Fix that uncomfortable feeling that most of the data is mostly right, most of the time. Pipeline job statuses don't tell the whole story. The best way to ensure data is fit for use, is to monitor the actual data. Tracking dataset-level freshness ensures pipelines are running on schedule, even when ETL orchestrators go down. Find out about changes to event names, region codes, product types, and other categorical data. Detect drops or spikes in row counts, nulls, and blank values to ensure everything is populating as expected. -
25
InsightCat
InsightCat
Full-stack monitoring platform for your software and hardware. InsightCat is a full-stack infrastructure monitoring solution to search, analyze, and aggregate system metrics in one place. The solution was developed to be intuitive and cover the most vital requests of DevOps, System administrators, SecOps, and IT specialists related to infrastructure monitoring, security, log management, etc. The solution allows you to perform: Infrastructure monitoring. Detect anomalies within your infrastructure to eliminate them as quickly as possible and prevent the system from repeating similar issues. Synthetic monitoring. Monitor your web services around the clock and be aware in advance of the critical downtimes if they occur. Log management. Work with your log data and keep up with the root cause of any software error, within one place. Smart alerting and escalation. Set up the flexible alerting system to keep the team informed if any spikes, errors or unordinary behavior.Starting Price: $1.99 -
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Put your data to work in real time. Experience Platform, the foundation of Experience Cloud products, is an open system that transforms all your data —Adobe and non-Adobe — into robust customer profiles that update in real time and uses AI-driven insights to help you to deliver the right experiences across every channel. Bring in data from multiple sources to create and enhance real-time customer profiles. Checkmark Make data more easily understood through standardized XDMs and data validation. Checkmark Use your real-time customer profiles start personalizing experiences. Checkmark Activate profiles across devices and channels with our dynamic identity graphs. Experience Platform delivers powerful application services with unprecedented functionality. Analyze cross-channel customer interactions in one interface. Activate real-time customer profiles for instant personalization. Create individual journeys that adapt to customer behavior.
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27
Tigera
Tigera
Kubernetes-native security and observability. Security and observability as code for cloud-native applications. Cloud-native security as code for hosts, VMs, containers, Kubernetes components, workloads, and services to secure north-south and east-west traffic, enable enterprise security controls, and ensure continuous compliance. Kubernetes-native observability as code to collect real-time telemetry, enriched with Kubernetes context, for a live topographical view of interactions between components from hosts to services. Rapid troubleshooting with machine-learning powered anomaly and performance hotspot detection. Single framework to centrally secure, observe, and troubleshoot multi-cluster, multi-cloud, and hybrid-cloud environments running Linux or Window containers. Update and deploy policies in seconds to enforce security and compliance or resolve issues. -
28
Riverbed Portal
Riverbed
Performance visibility can be difficult with today’s complex IT environments and applications, which often span traditional data center, SaaS, and IaaS cloud environments. When companies take a traditional, siloed approach to management, they often have a fragmented, incomplete view of performance. As a result, IT spends a lot of time analyzing data but arrives at different and often conflicting conclusions on the cause of performance problems. Riverbed Portal integrates performance telemetry to create a centralized, dynamic view of performance. This holistic view gives IT Ops teams a single source of truth for accelerating troubleshooting and providing meaningful data for stakeholders throughout the enterprise. Ultimately, IT is able to efficiently control and optimize applications, data, and traffic across the entire hybrid network, keeping key resources focused on strategic projects. -
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SolarWinds AppOptics
SolarWinds
SolarWinds® AppOptics™ is a simple, powerful, and affordable SaaS-based infrastructure & application monitoring tool for custom on-premises, cloud, and hybrid systems. By enabling quick identification of performance problems across the stack from the application, to underlying infrastructure, down to the line of code, AppOptics helps reduce MTTR. AppOptics was thoughtfully designed for simple setup and use by all IT professionals with powerful features to quickly and automatically pinpoint performance issues removing the guesswork from troubleshooting. AppOptics enables you to align infrastructure and application performance objectives side by side with business objectives.Starting Price: $9.99/host/month* -
30
Lightrun
Lightrun
Add logs, metrics and traces to production and staging, directly from your IDE or CLI, in real-time and on-demand. Boost productivity and gain 100% code-level observability with Lightrun. Insert logs and metrics in real-time even while the service is running. Debug monolith microservices, Kubernetes, Docker Swarm, ECS, Big Data workers, serverless, and more. Quickly add a missing logline, instrument a metric, or place a snapshot to be taken on demand. No need to replicate the production environment or re-deploy. Once the instrumentation is invoked, the data is printed to the log analysis tool, your IDE, or to an APM of your choice. Analyze code behavior to find bottlenecks and errors without stopping the running process. Easily add large amounts of logs, snapshots, counters, timers, function durations, and more. You won’t stop or break the system. Spend less time debugging and more time coding. No more restarting, redeploying and reproducing when debugging. -
31
OCI Observability
Oracle
Monitor, analyze, and manage multi-cloud applications and infrastructure environments with full-stack visibility, prebuilt analytics, and automation using Oracle Cloud Observability and Management Platform. Complete visibility through infrastructure monitoring, real user experience, synthetic monitoring, and distributed tracing. Monitor and troubleshoot issues faster by analyzing data from any source using interactive, intuitive dashboards. Unified monitoring, capacity planning, and database administration capabilities for on-premises and cloud databases. Deploy and manage Oracle Cloud resources using Terraform-based automation and manage data exchanges. Complete app performance visibility through real user experience, synthetic monitoring, and distributed tracing. Unified database monitoring and administration capabilities for on-premises and cloud databases. Easily review log data, diagnose issues, and generate notifications using predefined triggers.Starting Price: $30 per month -
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The only real-time, analytics-driven multicloud monitoring solution for all environments (formerly SignalFx). Monitor any environment on a massively scalable streaming architecture. Open, flexible data collection and rapid visualizations of services in seconds. Purpose built for ephemeral and dynamic cloud-native environments at any scale (e.g., Kubernetes, container, serverless). Detect, visualize and resolve issues as soon as they arise. Monitor infrastructure performance in real-time at cloud scale through predictive streaming analytics. Over 200 pre-built integrations for cloud services and out-of-the-box dashboards for rapid visualization of your entire stack. Autodiscover, breakdown, group, and explore clouds, services and systems. Quickly and easily understand how your infrastructure behaves across different services, availability zones, Kubernetes clusters and more.
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33
Azure Managed Grafana
Microsoft
Azure Managed Grafana is a fully managed service for analytics and monitoring solutions. It's supported by Grafana Enterprise, which provides extensible data visualizations. Quickly and easily deploy Grafana dashboards with built-in high availability and control access with Azure security. Access a wide variety of data sources supported by Grafana Enterprise and connect to your data stores in Azure and elsewhere. Combine charts, logs, and alerts to create one holistic view of your application and infrastructure. Correlate information across multiple datasets. Share Grafana dashboards with people inside and outside of your organization. Allow others to contribute to solution monitoring and troubleshooting.Starting Price: $0.085 per hour -
34
eLink Pro
eLink Pro
eLink downloads as a browser extension and profiles in LinkedIn are viewed by your browser as if you were viewing the profiles, over 5,000 per week. This starts a cycle. LinkedIn tells them you viewed their profile and the Prospects look back, become aware of you and start to view your profile, check out your site and connect to you. You can also turn on drip marketing daily updates to stay top of mind in your network. If you choose, turn on eLink to an also become visible to the same LinkedIn prospects on Twitter - across two networks. Each business area differs. On average, prospects Look Back Rate is a bell curve from 3% to 12% with an of 8%-9% average. Awareness of your profile is higher as prospects first see your profile summary. The Look Back Rate refers to those that decide to take it further and visit your profile. Of these, many then view your website (averages 20%-30% of Look Back's) and reach out to connect to you (average 5% - 15% of Look Back's).Starting Price: $29 per month -
35
OpenTelemetry
OpenTelemetry
High-quality, ubiquitous, and portable telemetry to enable effective observability. OpenTelemetry is a collection of tools, APIs, and SDKs. Use it to instrument, generate, collect, and export telemetry data (metrics, logs, and traces) to help you analyze your software’s performance and behavior. OpenTelemetry is generally available across several languages and is suitable for use. Create and collect telemetry data from your services and software, then forward them to a variety of analysis tools. OpenTelemetry integrates with popular libraries and frameworks such as Spring, ASP.NET Core, Express, Quarkus, and more! Installation and integration can be as simple as a few lines of code. 100% Free and Open Source, OpenTelemetry is adopted and supported by industry leaders in the observability space. -
36
Honeycomb
Honeycomb.io
Log management. Upgraded. With Honeycomb. Honeycomb is built for modern dev teams to better understand application performance, debug & improve log management. With rapid query, find unknown unknowns across system logs, metrics & traces with interactive charts for the deepest view against raw, high cardinality data. Configure Service Level Objective (SLOs) on what users care about so you cut-down noisy alerts and prioritize the work. Reduce on-call toil, ship code faster and keep customers happy. Pinpoint the cause. Optimize your code. See your prod in hi-res. Our SLOs tell you when your customers are having a bad experience so that you can immediately debug why those issues are happening, all within the same interface. Use our Query Builder to easily slice and dice your data to visualize behavioral patterns for individual users and services (grouped by any dimensions).Starting Price: $70 per month -
37
Glasnostic
Glasnostic
Glasnostic inserts agentlessly into the network data path, observes interaction patterns between services, detects anomalies, and responds with effective and predictable control primitives, in real-time and automatically. Visibility is worth little if disconnected from the action. With Glasnostic, engineers can respond to system behaviors in real-time and proactively. Glasnostic inserts transparent controllers into the network data plane, which collectively act as a brain-in-the-wire that detects and responds to behaviors in real-time. Interaction metrics are sent to the control plane for storage, anomaly detection, and automated or manual control. Glasnostic works with all major cloud technologies and integrates with existing tools from AIOps to workflow and security tools via APIs and webhooks. Glasnostic works with all major technology stacks. View system behaviors holistically, uniformly, and everywhere.Starting Price: $250 per month -
38
HTCD
HTCD
HTCD is a cloud security SaaS built AI-first to materially upgrade your security posture. Access centralized visibility across your AWS and Azure environments—with 500+ OOTB policies for cloud security, infrastructure, network, SaaS, and compliance. All while retaining 100% ownership of your data. Create no-code detections in minutes. AI converts your questions to code for rapid results: Which CVEs can be exploited in my Azure environment? Show me S3 costs over the last 2 weeks ... and more. Get a prioritized view of security misconfigurations and vulnerabilities—solve the most pressing issues to reduce operational risk. AI reduces your response time by prioritizing in minutes what otherwise takes weeks. Get started in 15 minutes, free for 6 months for startups. -
39
Logit.io
Logit.io
Logit.io are a centralized logging and metrics management platform that serves hundreds of customers around the world, solving complex problems for FTSE 100, Fortune 500 and fast-growing organizations alike. The Logit.io platform delivers you with a fully customized log and metrics solution based on ELK, Grafana & Open Distro that is scalable, secure and compliant. Using the Logit.io platform simplifies logging and metrics, so that your team gains the insights to deliver the best experience for your customers. Logit.io enables you to monitor and troubleshoot your applications and infrastructure in real-time and enhance your organization's security and compliance. Allow your team to focus on what's important to them, instead of hosting, configuration and upgrading separate open source solutions. Sending your data to the platform is easy, simply use our preconfigured sources to automate the collection of your logs and metrics.Starting Price: From $0.74 per GB per day -
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IBM watsonx.data integration is a data integration platform designed to help organizations transform raw data into AI-ready data at scale. The platform enables data teams to build, manage, and optimize data pipelines across multiple environments, including on-premises systems and hybrid or multi-cloud infrastructures. With a unified control plane, watsonx.data integration supports multiple integration styles such as batch processing, real-time streaming, and data replication within a single solution. The platform also offers no-code, low-code, and pro-code development options, allowing both technical and non-technical users to design and manage data pipelines efficiently. By simplifying data integration workflows and reducing reliance on multiple tools, watsonx.data integration helps organizations deliver reliable data for analytics and AI applications.
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41
Langfuse
Langfuse
Langfuse is an open source LLM engineering platform to help teams collaboratively debug, analyze and iterate on their LLM Applications. Observability: Instrument your app and start ingesting traces to Langfuse Langfuse UI: Inspect and debug complex logs and user sessions Prompts: Manage, version and deploy prompts from within Langfuse Analytics: Track metrics (LLM cost, latency, quality) and gain insights from dashboards & data exports Evals: Collect and calculate scores for your LLM completions Experiments: Track and test app behavior before deploying a new version Why Langfuse? - Open source - Model and framework agnostic - Built for production - Incrementally adoptable - start with a single LLM call or integration, then expand to full tracing of complex chains/agents - Use GET API to build downstream use cases and export dataStarting Price: $29/month -
42
Aspecto
Aspecto
Troubleshoot performance bottlenecks and errors within your microservices. Correlate root causes across traces, logs, and metrics. Cut your OpenTelemetry traces cost with Aspecto built-in remote sampling. How OTel data is visualized impacts your troubleshooting abilities. Go from a high-level overview to the very last detail with best-in-class visualization. Correlate logs and traces. From logs to their matched traces and back with one click. Never lose context and resolve issues faster. Use filters, free-text search, and groups to search your trace data and quickly pinpoint where in your system the problem is occurring. Cut your costs by sampling only the data you need. Sample traces based on languages, libraries, routes, and errors. Set data privacy rules to hide sensitive fields within trace data, specific routes, or anywhere else. Connect your day-to-day tools with your workflow. Logs, error monitoring, external events API, and more.Starting Price: $40 per month -
43
Liquidware
Liquidware
ProfileUnity provides policy, profile and security management enabling portability across all Windows OS workspaces as well as physical, RDS, virtual and cloud. FlexApp Layering delivers applications instantly at boot, at logon or on-demand with its exclusive PackageOnce, FastPackaging, and Click-to-Layer features. Stratusphere UX provides detailed metrics to support optimum hybrid workspace image and infrastructure design as well as rapid diagnostics and troubleshooting. The newly available Stratusphere Base Integration Kit integrates rich UX data directly into ServiceNow. Working from Home options are more important than ever. Take a 10-step path to a successful launch. Stratusphere UX data with Microsoft PowerBI visualization is a powerful combination. Let Liquidware experts show you how to recover thousands in hardware and software savings, yet improve efficiency. -
44
InfluxDB
InfluxData
InfluxDB is a purpose-built data platform designed to handle all time series data, from users, sensors, applications and infrastructure — seamlessly collecting, storing, visualizing, and turning insight into action. With a library of more than 250 open source Telegraf plugins, importing and monitoring data from any system is easy. InfluxDB empowers developers to build transformative IoT, monitoring and analytics services and applications. InfluxDB’s flexible architecture fits any implementation — whether in the cloud, at the edge or on-premises — and its versatility, accessibility and supporting tools (client libraries, APIs, etc.) make it easy for developers at any level to quickly build applications and services with time series data. Optimized for developer efficiency and productivity, the InfluxDB platform gives builders time to focus on the features and functionalities that give their internal projects value and their applications a competitive edge.Starting Price: $0 -
45
NudgeBee
NudgeBee
NudgeBee is an AI-agentic operations platform and workflow builder designed to automate, optimize, and secure cloud and SRE workflows by combining pre-built AI assistants with customizable agentic automation that integrates with existing tools, observability systems, and cloud infrastructure. It provides a library of reusable AI agents and workflows that help teams accelerate troubleshooting by detecting root causes and recommending or automating fixes, continuously optimize cloud resources to reduce waste and cost, and standardize day-2 operations such as scaling, rightsizing persistent storage, and compliance tasks with guardrails that maintain control and auditability within enterprise environments. Users can build or extend workflows by adding context-aware logic and connecting NudgeBee to tools like Kubernetes, CI/CD platforms, messaging systems (Slack, Teams, Google Chat), and ticketing systems.Starting Price: $150 per month -
46
Google Cloud Profiler
Google
Understanding the performance of production systems is notoriously difficult. Attempting to measure performance in test environments usually fails to replicate the pressures on a production system. Micro benchmarking parts of your application are sometimes feasible, but it also typically fails to replicate the workload and behavior of a production system. Continuous profiling of production systems is an effective way to discover where resources like CPU cycles and memory are consumed as a service operates in its working environment. But profiling adds an additional load on the production system: in order to be an acceptable way to discover patterns of resource consumption, the additional load of profiling must be small. Cloud Profiler is a statistical, low-overhead profiler that continuously gathers CPU usage and memory-allocation information from your production applications. It attributes that information to the source code that generated it. -
47
Jet Profiler
Jet Profiler
Jet Profiler for MySQL 4 is a real-time query performance and diagnostics tool for the MySQL database server. Jet Profiler focuses on queries, tables and users. This gives you the information you need in order to quickly fix performance problems in your code, such as most frequent queries, most used tables or the busiest users. Data is collected, analyzed and displayed in real-time in diagrams, pie charts and tables. The graphical layout allows you to easily drill down and navigate your way through the vital data. Most of the profiling work is done in the Jet Profiler application, not in the database server. Therefore, the performance hit is normally negligible, around 1%. It supports all MySQL versions. No database server changes are necessary. No agents or separate services are needed. Jet Profiler is a desktop application which runs on your computer. You start it, connect to a server, hit the record button and you can review the results in minutes.Starting Price: $499 per license -
48
Elastic Observability
Elastic
Rely on the most widely deployed observability platform available, built on the proven Elastic Stack (also known as the ELK Stack) to converge silos, delivering unified visibility and actionable insights. To effectively monitor and gain insights across your distributed systems, you need to have all your observability data in one stack. Break down silos by bringing together the application, infrastructure, and user data into a unified solution for end-to-end observability and alerting. Combine limitless telemetry data collection and search-powered problem resolution in a unified solution for optimal operational and business results. Converge data silos by ingesting all your telemetry data (metrics, logs, and traces) from any source in an open, extensible, and scalable platform. Accelerate problem resolution with automatic anomaly detection powered by machine learning and rich data analytics.Starting Price: $16 per month -
49
Riverbed IQ
Riverbed
When organizations invest in an observability platform that unifies data, insights, and actions across IT, they can resolve problems faster, and eliminate data silos, resource-intensive war rooms, and alert fatigue. Riverbed IQ unified observability enables fast, effective decision-making across business and IT, codifying expert troubleshooting knowledge so junior staff can achieve more first-level resolutions, facilitating digital innovation, and continuously improving the digital experience for customers and employees. Broad-based telemetry brings together a unified view of performance and insights, which is the foundation of unified observability upon which all other capabilities are delivered. Riverbed IQ's approach to unified observability begins with our full-fidelity telemetry – across the network and infrastructure and including end-user experience metrics. -
50
KloudMate
KloudMate
Squash latencies, detect bottlenecks, and debug errors. Join a rapidly expanding community of businesses from around the world, that are achieving 20X value and ROI by adopting KloudMate, compared to any other observability platform. Quickly monitor crucial metrics, and dependencies, and detect anomalies through alarms and issue tracking. Instantly locate ‘break-points’ in your application development lifecycle, to proactively fix issues. View service maps for every component in your application, and uncover intricate interconnections and dependencies. Trace every request and operation, providing detailed visibility into execution paths and performance metrics. Whether it's multi-cloud, hybrid, or private architecture, access unified Infrastructure monitoring capabilities to monitor metrics and gather insights. Supercharge debugging speed and precision with a complete system view. Identify and resolve issues faster.Starting Price: $60 per month
