Alternatives to Kiali
Compare Kiali alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Kiali in 2026. Compare features, ratings, user reviews, pricing, and more from Kiali competitors and alternatives in order to make an informed decision for your business.
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groundcover
groundcover
Cloud-based observability solution that helps businesses track and manage workload and performance on a unified dashboard. Monitor everything you run in your cloud without compromising on cost, granularity, or scale. groundcover is a full stack cloud-native APM platform designed to make observability effortless so that you can focus on building world-class products. By leveraging our proprietary sensor, groundcover unlocks unprecedented granularity on all your applications, eliminating the need for costly code changes and development cycles to ensure monitoring continuity. 100% visibility, all the time. Cover your entire Kubernetes stack instantly, with no code changes using the superpowers of eBPF instrumentation. Take control of your data, all in-cloud. groundcover’s unique inCloud architecture keeps your data private, secured and under your control without ever leaving your cloud premises. -
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Sematext Cloud
Sematext Group
Sematext Cloud is an innovative, unified platform with all-in-one solution for infrastructure monitoring, application performance monitoring, log management, real user monitoring, and synthetic monitoring to provide unified, real-time observability of your entire technology stack. It's used by organizations of all sizes and across a wide range of industries, with the goal of driving collaboration between engineering and business teams, reducing the time of root-cause analysis, understanding user behaviour and tracking key business metrics. The main capabilities range from log monitoring to APM, server monitoring, database monitoring, network monitoring, uptime monitoring, website monitoring or container monitoring Find complete details on our website. Or better: start a free demo, no email address required.Starting Price: $0 -
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Dynatrace
Dynatrace
The Dynatrace software intelligence platform. Transform faster with unparalleled observability, automation, and intelligence in one platform. Leave the bag of tools behind, with one platform to automate your dynamic multicloud and align multiple teams. Spark collaboration between biz, dev, and ops with the broadest set of purpose-built use cases in one place. Harness and unify even the most complex dynamic multiclouds, with out-of-the box support for all major cloud platforms and technologies. Get a broader view of your environment. One that includes metrics, logs, and traces, as well as a full topological model with distributed tracing, code-level detail, entity relationships, and even user experience and behavioral data – all in context. Weave Dynatrace’s open API into your existing ecosystem to drive automation in everything from development and releases to cloud ops and business processes.Starting Price: $11 per month -
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LogicMonitor
LogicMonitor
LogicMonitor’s SaaS-based observability and IT operations data collaboration platform helps ITOps, developers, MSPs and business leaders gain visibility into and predictability across the technologies that modern organizations depend on to deliver extraordinary employee and customer experiences. LogicMonitor seamlessly monitors everything from networks to applications to the cloud, empowering companies to focus less on troubleshooting and more on innovation. Bridge the gap between tech, teams, and IT with powerful real-time dashboards, network device configurations, full data center visibility, network scanning, and flexible alerting and reporting. -
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Datadog
Datadog
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.Starting Price: $15.00/host/month -
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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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Istio
Istio
Connect, secure, control, and observe services. Istio’s traffic routing rules let you easily control the flow of traffic and API calls between services. Istio simplifies configuration of service-level properties like circuit breakers, timeouts, and retries, and makes it easy to set up important tasks like A/B testing, canary rollouts, and staged rollouts with percentage-based traffic splits. It also provides out-of-box failure recovery features that help make your application more robust against failures of dependent services or the network. Istio Security provides a comprehensive security solution to solve these issues. This page gives an overview on how you can use Istio security features to secure your services, wherever you run them. In particular, Istio security mitigates both insider and external threats against your data, endpoints, communication, and platform. Istio generates detailed telemetry for all service communications within a mesh. -
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Istio is an open technology that provides a way for developers to seamlessly connect, manage and secure networks of different microservices — regardless of platform, source or vendor. Istio is currently one of the fastest-growing open-source projects based on Github contributors, and its strength is its community. IBM is proud to be a founder and contributor of the Istio project and a leader of Istio Working Groups. Istio on IBM Cloud Kubernetes Service is offered as a managed add-on that integrates Istio directly with your Kubernetes cluster. A single click deploys a tuned, production-ready Istio instance on your IBM Cloud Kubernetes Service cluster. A single click runs Istio core components and tracing, monitoring and visualization tools. IBM Cloud updates all Istio components and manages the control-plane component's lifecycle.
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Anthos Service Mesh
Google
Designing your applications as microservices provides many benefits. However, your workloads can become complex and fragmented as they scale. Anthos Service Mesh is Google's implementation of the powerful Istio open source project, which allows you to manage, observe, and secure services without having to change your application code. Anthos Service Mesh simplifies service delivery, from managing mesh telemetry and traffic to protecting communications between services, significantly reducing the burden on development and operations teams. Anthos Service Mesh is Google's fully managed service mesh, allowing you to easily manage these complex environments and reap all the benefits they offer. As a fully managed offering, Anthos Service Mesh takes the guesswork and effort out of purchasing and managing your service mesh solution. Focus on building great apps and let us take care of the mesh. -
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Calisti
Cisco
Calisti enables security, observability, traffic management for microservices and cloud native applications, and allows admins to switch between live and historical views. Configuring Service Level Objectives (SLOs), burn rate, error budget and compliance monitoring, Calisti sends a GraphQL alert to automatically scale based on SLO burn rate. Calisti manages microservices running on containers and virtual machines, allowing for application migration from VMs to containers in a phased manner. Reducing management overhead by applying policies consistently and meeting application Service Level Objectives across both K8s and VMs. Istio has new releases every three months. Calisti includes our Istio Operator that automates lifecycle management, and even enables canary deployment of the platform itself. -
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Toil-free traffic management for your service mesh. Service mesh is a powerful abstraction that's become increasingly popular to deliver microservices and modern applications. In a service mesh, the service mesh data plane, with service proxies like Envoy, moves the traffic around and the service mesh control plane provides policy, configuration, and intelligence to these service proxies. Traffic Director is GCP's fully managed traffic control plane for service mesh. With Traffic Director, you can easily deploy global load balancing across clusters and VM instances in multiple regions, offload health checking from service proxies, and configure sophisticated traffic control policies. Traffic Director uses open xDSv2 APIs to communicate with the service proxies in the data plane, which ensures that you are not locked into a proprietary interface.
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Meshery
Meshery
Describe all of your cloud native infrastructure and manage as a pattern. Design your service mesh configuration and workload deployments. Apply intelligent canary strategies and performance profiles with service mesh pattern management. Assess your service mesh configuration against deployment and operational best practices with Meshery's configuration validator. Validate your service mesh's conformance to Service Mesh Interface (SMI) specifications. Dynamically load and manage your own WebAssembly filters in Envoy-based service meshes. Service mesh adapters provision, configure, and manage their respective service meshes. -
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UnityOneCloud
UnitedLayer
UnityOneCloud is a SaaS multicloud management platform designed for managing hybrid cloud environments, including data center cabinets, power distribution units (PDUs), bare-metal servers, networking devices, containers, mesh services, and serverless environments across private clouds (VMware, Hyper-V, OpenStack) and public clouds (AWS, GCP, and Azure). The platform provides integrated capabilities for monitoring, visualization, management, auditing, and DevOps automation, ensuring a seamless experience for managing hybrid cloud infrastructures. UnityOneCloud is unique in its ability to manage both data centers and cloud environments, which is critical for enterprises undergoing cloud-first initiatives or modernizing their IT infrastructures. It offers observability of multi-cloud mesh services through integrations with Istio, AWS App Mesh, and Google Anthos, enabling unified management of complex hybrid IT environments. -
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Solo Enterprise
Solo Enterprise
Solo Enterprise provides a unified cloud-native application networking and connectivity platform that helps enterprises securely connect, scale, manage, and observe APIs, microservices, and intelligent AI workloads across distributed environments, especially Kubernetes-based and multi-cluster infrastructures. Its core capabilities are built on open source technologies such as Envoy and Istio and include Gloo Gateway for omnidirectional API management (handling external, internal, and third-party traffic with security, authentication, traffic routing, observability, and analytics), Gloo Mesh for centralized multi-cluster service mesh control (simplifying service-to-service connectivity and security across clusters), and Agentgateway/Gloo AI Gateway for secure, governed LLM/AI agent traffic with guardrails and integration support. -
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Linkerd
Buoyant
Linkerd adds critical security, observability, and reliability features to your Kubernetes stack—no code change required. Linkerd is 100% Apache-licensed, with an incredibly fast-growing, active, and friendly community. Built in Rust, Linkerd's data plane proxies are incredibly small (<10 mb) and blazing fast (p99 < 1ms). No complex APIs or configuration. For most applications, Linkerd will “just work” out of the box. Linkerd's control plane installs into a single namespace, and services can be safely added to the mesh, one at a time. Get a comprehensive suite of diagnostic tools, including automatic service dependency maps and live traffic samples. Best-in-class observability allows you to monitor golden metrics—success rate, request volume, and latency—for every service. -
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The always-free NGINX Service Mesh scales from open source projects to a fully supported, secure, and scalable enterprise‑grade solution. Take control of Kubernetes with NGINX Service Mesh, featuring a unified data plane for ingress and egress management in a single configuration. The real star of NGINX Service Mesh is the fully integrated, high-performance data plane. Leveraging the power of NGINX Plus to operate highly available and scalable containerized environments, our data plane brings a level of enterprise traffic management, performance, and scalability to the market that no other sidecars can offer. It provides the seamless and transparent load balancing, reverse proxy, traffic routing, identity, and encryption features needed for production-grade service mesh deployments. When paired with the NGINX Plus-based version of NGINX Ingress Controller, it provides a unified data plane that can be managed with a single configuration.
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F5 Aspen Mesh empowers companies to drive more performance from their modern app environment by leveraging the power of their service mesh. As part of F5, Aspen Mesh is focused on delivering enterprise-class products that enhance companies’ modern app environments. Deliver new and differentiating features faster with microservices. Aspen Mesh lets you do that at scale, with confidence. Reduce the risk of downtime and improve your customers’ experience. If you’re scaling microservices to production on Kubernetes, Aspen Mesh will help you get the most out of your distributed systems. Aspen Mesh empowers companies to drive more performance from their modern app environment by leveraging the power of their service mesh. Alerts that decrease the risk of application failure or performance degradation based on data and machine learning models. Secure Ingress safely exposes enterprise apps to customers and the web.
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Traefik Mesh
Traefik Labs
Traefik Mesh is a straight-forward, easy to configure, and non-invasive service mesh that allows visibility and management of the traffic flows inside any Kubernetes cluster. By improving monitoring, logging, and visibility, as well as implementing access controls. Allows administrators to increase the security of their clusters easily and quickly. By being able to monitor and trace how applications communicate in your Kubernetes cluster, administrators are able to optimize internal communications, and improve application performance. Reducing the time to learn, install, and configure makes it easier to implement, and to provide value for the time actually spent implementing. Administrators can focus on their business applications. Being open source means that there is no vendor lock-in, as Traefik Mesh is opt-in by design. -
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Ambient Mesh
Ambient Mesh
Ambient Mesh is a next-generation, sidecar-less service mesh designed to simplify security, connectivity, and observability for cloud-native workloads. It enables teams to secure and connect applications without modifying application code or adding operational overhead. Ambient Mesh provides zero-trust, SPIFFE-based security with end-to-end workload encryption. Built-in observability tools deliver distributed tracing, logs, and real-time performance insights. The platform supports advanced traffic control features such as routing, failover, and blue-green deployments. Ambient Mesh allows organizations to migrate from traditional sidecar-based meshes with zero downtime. By reducing complexity and resource usage, it helps teams operate more efficiently at scale. -
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AWS App Mesh
Amazon Web Services
AWS App Mesh is a service mesh that provides application-level networking to facilitate communication between your services across various types of computing infrastructure. App Mesh offers comprehensive visibility and high availability for your applications. Modern applications are generally made up of multiple services. Each service can be developed using various types of compute infrastructure, such as Amazon EC2, Amazon ECS, Amazon EKS, and AWS Fargate. As the number of services within an application grows, it becomes difficult to pinpoint the exact location of errors, redirect traffic after errors, and safely implement code changes. Previously, this required creating monitoring and control logic directly in your code and redeploying your services every time there were changes.Starting Price: Free -
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Buoyant Cloud
Buoyant
Fully managed Linkerd, right on your cluster. Running a service mesh shouldn’t require a team of engineers. Buoyant Cloud manages Linkerd so that you don’t have to. Automate away the toil. Buoyant Cloud automatically keeps your Linkerd control plane and data plane up to date with the latest versions and handles installs, trust anchor rotation, and more. Automate upgrades, installs, and more. Keep data plane proxy versions always in sync. Rotate TLS trust anchors without breaking a sweat. Never get taken unaware. Buoyant Cloud continuously monitors the health of your Linkerd deployments and proactively alerts you of potential issues before they escalate. Automatically track service mesh health. Get a global, cross-cluster view of Linkerd's behavior. Monitor and report Linkerd best practices. Forget overly-complicated solutions that pile one layer of complexity on top of another. Linkerd just works, and Buoyant Cloud makes Linkerd easier than ever.¿ -
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meshIQ
meshIQ
Middleware Observability & Management Software for Messaging, Event Processing, and Streaming Across Hybrid Cloud (MESH). - Complete observability and monitoring of Integration MESH with 360° Situational Awareness® - Securely manage, and automate configuration, administration, and deployment - Track, trace, and analyze transactions, messages and flows - Collect, monitor, and benchmark MESH performance meshIQ delivers granular access controls to manage configurations across the MESH to reduce downtime and quick recovery from outages. Provides the ability to find, browse, track, and trace messages to detect bottlenecks and speeding up root-cause analysis. Unlocks the integration blackbox to deliver visibility across the MESH infrastructure to visualize, analyze, report, and predict. Delivers the ability to trigger automated actions based on pre-defined criteria or intelligent actions determined by AI/ML. -
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KubeSphere
KubeSphere
KubeSphere is a distributed operating system for cloud-native application management, using Kubernetes as its kernel. It provides a plug-and-play architecture, allowing third-party applications to be seamlessly integrated into its ecosystem. KubeSphere is also a multi-tenant enterprise-grade open-source Kubernetes container platform with full-stack automated IT operations and streamlined DevOps workflows. It provides developer-friendly wizard web UI, helping enterprises to build out a more robust and feature-rich Kubernetes platform, which includes the most common functionalities needed for enterprise Kubernetes strategies. A CNCF-certified Kubernetes platform, 100% open-source, built and improved by the community. Can be deployed on an existing Kubernetes cluster or Linux machines, supports the online and air-gapped installation. Deliver DevOps, service mesh, observability, application management, multi-tenancy, storage, and networking management in a unified platform. -
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Kuma
Kuma
The open-source control plane for service mesh, delivering security, observability, routing and more. Built on top of Envoy, Kuma is a modern control plane for Microservices & Service Mesh for both K8s and VMs, with support for multiple meshes in one cluster. Out of the box L4 + L7 policy architecture to enable zero trust security, observability, discovery, routing and traffic reliability in one click. Getting up and running with Kuma only requires three easy steps. Natively embedded with Envoy proxy, Kuma Delivers easy to use policies that can secure, observe, connect, route and enhance service connectivity for every application and services, databases included. Build modern service and application connectivity across every platform, cloud and architecture. Kuma supports modern Kubernetes environments and Virtual Machine workloads in the same cluster, with native multi-cloud and multi-cluster connectivity to support the entire organization. -
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Kong Mesh
Kong
Enterprise service mesh based on Kuma for multi-cloud and multi-cluster on both Kubernetes and VMs. Deploy with a single command. Connect to other services automatically with built-in service discovery, including an Ingress resource and remote CPs. Support across any environment, including multi-cluster, multi-cloud and multi-platform on both Kubernetes and VMs. Accelerate initiatives like zero-trust and GDPR with native mesh policies, improving the speed and efficiency of every application team. Deploy a single control plane that can scale horizontally to many data planes, or support multiple clusters or even hybrid service meshes running on both Kubernetes and VMs combined. Simplify cross-zone communication using an Envoy-based ingress deployment on both Kubernetes and VMs, as well as the built-in DNS resolver for service-to-service communication. Built on top of Envoy with 50+ observability charts out of the box, you can collect metrics, traces, and logs of all L4-L7 traffic.Starting Price: $250 per month -
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Syself
Syself
Managing Kubernetes shouldn't be a headache. With Syself Autopilot, both beginners and experts can deploy and maintain enterprise-grade clusters with ease. Say goodbye to downtime and complexity—our platform ensures automated upgrades, self-healing capabilities, and GitOps compatibility. Whether you're running on bare metal or cloud infrastructure, Syself Autopilot is designed to handle your needs, all while maintaining GDPR-compliant data protection. Syself Autopilot integrates with leading DevOps and infrastructure solutions, allowing you to build and scale applications effortlessly. Our platform supports: - Argo CD, Flux (GitOps & CI/CD) - MariaDB, PostgreSQL, MySQL, MongoDB, ClickHouse (Databases) - Grafana, Istio, Redis, NATS (Monitoring & Service Mesh) Need additional solutions? Our team helps you deploy, configure, and optimize your infrastructure for peak performance.Starting Price: €299/month -
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ServiceStage
Huawei Cloud
Deploys your applications using containers, VMs, or serverless, and easily implements auto scaling, performance analysis, and fault diagnosis. Supports native Spring Cloud and Dubbo frameworks and Service Mesh, provides all-scenario capabilities, and supports mainstream languages such as Java, Go, PHP, Node.js, and Python. Supports cloud-native transformation of Huawei core services, meeting strict performance, usability, and security compliance requirements. Development frameworks, running environments, and common components are available for web, microservice, mobile, and AI applications. Full management of applications throughout the entire process, including deployment and upgrade. Monitoring, events, alarms, logs, and tracing diagnosis, and built-in AI capabilities, making O&M easy. Creates a flexibly customizable application delivery pipeline with only a few clicks.Starting Price: $0.03 per hour-instance -
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Netmaker
Netmaker
Netmaker is an open source tool based on the groundbreaking WireGuard protocol. Netmaker unifies distributed environments with ease, from multi-cloud to Kubernetes. Netmaker enhances Kubernetes clusters by providing flexible and secure networking for cross-environment scenarios. Netmaker uses WireGuard for modern, secure encryption. It is built with zero trust in mind, utilizes access control lists, and follows leading industry standards for secure networking. Netmaker enables you to create relays, gateways, full VPN meshes, and even zero trust networks. Netmaker is fully configurable to let you maximize the power of Wireguard. -
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Nutanix Karbon Platform Services
Nutanix
Karbon Platform Services (KPS) by Nutanix is a Kubernetes-based multicloud Platform-as-a-Service (PaaS) designed to accelerate the development and deployment of microservices-based applications across any cloud. It offers a rich set of managed services, including Kubernetes applications (Containers-as-a-Service), serverless functions (Functions-as-a-Service), global data pipelines, streaming data and message bus (Kafka-aaS, NATS-aaS), AI services (Tensorflow-aaS, Openvino-aaS), ingress controller and service mesh (nginx/traefik-aaS, Istio-aaS), application monitoring and alerting (Prometheus-aaS), and log forwarding. KPS provides simple, SaaS-based multicloud operations, allowing operators to benefit from simplified operations and uniform application, data, and security lifecycle management, regardless of the underlying cloud. Developers can write applications once and deploy them across any cloud through the SaaS-based application lifecycle manager. -
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Dash0
Dash0
Dash0 is an OpenTelemetry-native observability platform that unifies metrics, logs, traces, and resources into one intuitive interface, enabling fast and context-rich monitoring without vendor lock-in. It centralizes Prometheus and OpenTelemetry metrics, supports powerful filtering of high-cardinality attributes, and provides heatmap drilldowns and detailed trace views to pinpoint errors and bottlenecks in real time. Users benefit from fully customizable dashboards built on Perses, with support for code-based configuration and Grafana import, plus seamless integration with predefined alerts, checks, and PromQL queries. Dash0's AI-enhanced tools, such as Log AI for automated severity inference and pattern extraction, enrich telemetry data without requiring users to even notice that AI is working behind the scenes. These AI capabilities power features like log classification, grouping, inferred severity tagging, and streamlined triage workflows through the SIFT framework.Starting Price: $0.20 per month -
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Tetrate
Tetrate
Connect and manage applications across clusters, clouds, and data centers. Coordinate app connectivity across heterogeneous infrastructure from a single management plane. Integrate traditional workloads into your cloud-native application infrastructure. Create tenants within your business to define fine-grained access control and editing rights for teams on shared infrastructure. Audit the history of changes to services and shared resources from day zero. Automate traffic shifting across failure domains before your customers notice. TSB sits at the application edge, at cluster ingress, and between workloads in your Kubernetes and traditional compute clusters. Edge and ingress gateways route and load balance application traffic across clusters and clouds while the mesh controls connectivity between services. A single management plane configures connectivity, security, and observability for your entire application network. -
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LightMesh
Tidal LightMesh
Tidal LightMesh IPAM simplifies IP address management with visual subnet mapping, automated discovery, and bulk imports, eliminating the need for spreadsheets. TreeView visualization and detailed IP insights provide a clear network overview, allowing users to navigate subnets and drill down into individual addresses instantly. With real-time capacity alerts, Nmap integration, and global search, LightMesh ensures full network visibility and control. Audit trails, rollback options, and API integrations enhance automation, while role-based access control and team collaboration improve security. LightMesh seamlessly integrates with AWS and Azure, streamlining cloud and on-prem network management from a single interface. Bulk subnet imports with custom field mapping simplify migration, accelerating onboarding. Designed for businesses of all sizes, LightMesh delivers an intelligent, automated, and scalable IPAM solution to help you plan, monitor, and optimize your network infrastructure.Starting Price: $35 USD per month -
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Network Service Mesh
Network Service Mesh
A common flat vL3 domain allowing DBs running in multiple clusters/clouds/hybrid to communicate just with each other for DB replication. Workloads from multiple companies connecting to a single ‘collaborative’ Service Mesh for cross company interactions. Each workload has a single option of what connectivity domain to be connected to, and only workloads in a given runtime domain could be part of its connectivity domain. In short: Connectivity Domains are Strongly Coupled to Runtime Domains. A central tenant of Cloud Native is Loose Coupling. In a Loosely Coupled system, the ability for each workload to receive service from alternative providers is preserved. What Runtime Domain a workload is running in is a non-sequitur to its communications needs. Workloads that are part of the same App need Connectivity between each other no matter where they are running.Starting Price: Free -
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Text2Mesh
Text2Mesh
Text2Mesh produces color and geometric details over a variety of source meshes, driven by a target text prompt. Our stylization results coherently blend unique and ostensibly unrelated combinations of text, capturing both global semantics and part-aware attributes. Our framework, Text2Mesh, stylizes a 3D mesh by predicting color and local geometric details which conform to a target text prompt. We consider a disentangled representation of a 3D object using a fixed mesh input (content) coupled with a learned neural network, which we term neural style field network. In order to modify style, we obtain a similarity score between a text prompt (describing style) and a stylized mesh by harnessing the representational power of CLIP. Text2Mesh requires neither a pre-trained generative model nor a specialized 3D mesh dataset. It can handle low-quality meshes (non-manifold, boundaries, etc.) with arbitrary genus, and does not require UV parameterization. -
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greymatter.io
greymatter.io
Maximize your resources. Ensure optimal use of your clouds, platforms, and software. This is application and API network operations management redefined. The same governance rules, observability, auditing, and policy control for every application, API, and network across your multi-cloud, data center and edge environments, all in one place. Zero-trust micro-segmentation, omni-directional traffic splitting, infrastructure agnostic attestation, and traffic management to secure your resources. IT-informed decision-making is real. Application, API & network monitoring and control generate massive IT operations data. Use it in real time through AI. Logging, metrics, tracing, and audits through Grey Matter simplifies integration and standardizes aggregation for all IT Operations data. Fully leverage your mesh telemetry and securely and flexibly future-proof your hybrid infrastructure. -
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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. -
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Prometheus
Prometheus
Power your metrics and alerting with a leading open-source monitoring solution. Prometheus fundamentally stores all data as time series: streams of timestamped values belonging to the same metric and the same set of labeled dimensions. Besides stored time series, Prometheus may generate temporary derived time series as the result of queries. Prometheus provides a functional query language called PromQL (Prometheus Query Language) that lets the user select and aggregate time series data in real time. The result of an expression can either be shown as a graph, viewed as tabular data in Prometheus's expression browser, or consumed by external systems via the HTTP API. Prometheus is configured via command-line flags and a configuration file. While the command-line flags configure immutable system parameters (such as storage locations, amount of data to keep on disk and in memory, etc.). Download: https://sourceforge.net/projects/prometheus.mirror/Starting Price: Free -
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Ansys Meshing
Ansys
Mesh influences the accuracy, convergence and speed of a simulation. Ansys provides tools to produce the most appropriate mesh for accurate, efficient solutions. Ansys provides general purpose, high-performance, automated, intelligent meshing software that produces the most appropriate mesh for accurate, efficient multiphysics solutions — from easy, automatic meshing to highly crafted mesh. Smart defaults are built into the software to make meshing a painless and intuitive task, delivering the required resolution to capture solution gradients properly for dependable results. Ansys meshing solutions range from easy, automated meshing to highly crafted meshing. Methods available cover the meshing spectrum of high-order to linear elements and fast tetrahedral and polyhedral to high-quality hexahedral and mosaic. Ansys meshing capabilities help reduce the amount of time and effort spent to get to accurate results. -
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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 -
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CloudMonitor
Alibaba
CloudMonitor collects monitor metrics of Alibaba Cloud resources and custom metrics. The service can be used to detect the availability of your service and allows you to set alarms on specific metrics. CloudMonitor enables you to view and fully understand the usage of the cloud resources, and the status and health of your business, so that you can act promptly to ensure the availability of your application when an alarm is triggered. No coding is required. You can set up CloudMonitor and alarms through the wizard in a few steps. You can set alarms based on different scenarios, and send alarms using multiple methods. A comprehensive service that monitors the basic resources, application availability, and also custom business metrics. Allows you to manage cloud resources that are used in different applications by group. -
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ContextCapture
Bentley Systems
Create 3D models from simple photographs and/or point clouds. Reality modeling is the process of capturing the physical reality of an infrastructure asset, creating a representation of it, and maintaining it through continuous surveys. Bentley's reality modeling software, ContextCapture, provides you with real-world digital context in the form of a 3D reality mesh. A reality mesh is a 3D model of real-world conditions that contains large amounts of triangles and image data. Each digital component can be automatically recognized and/or geospatially referenced, providing you with an intuitive and immersive way to navigate, find, view, and query your asset information. You can use reality meshes in many engineering, maintenance, or GIS workflows to provide precise real-world digital context for design, construction, and operations decisions. Overlapping photos from drones and ground-level imagery, supplemented by laser scans where needed. -
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MeshWorks
DEP USA
Automated post-processing such as ‘hot-spot-extraction’ reduces several hours of post-processing time to a matter of minutes. Very effective design review is now possible with DEP MeshWorks with all the hot-spots unionized in one single model and facilitates subsequent design improvements to make ‘hot-spots’ go away. Weight optimization on the Yoke component of a construction equipment using DEP MeshWorks. With the patented Auto-parametrization technology the meshed models in DEP MeshWorks automatically become parametric CAE models enabling subsequent fast design changes. The Associative Modeler in DEP MeshWorks rapidly updates CAE models as CAD changes, dramatically reducing time for model updates. Morphing and scaling approach for generating standard and non standard percentile human Body FE models. -
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AWS Thinkbox Sequoia
Amazon
AWS Thinkbox Sequoia is a standalone application for point cloud processing and meshing, compatible with Windows, Linux, and macOS operating systems. It accepts point cloud and mesh data in various industry-standard formats, converting point cloud data into a compact and fast-to-access intermediate cache format. Sequoia offers intelligent workflows to retain high-precision data efficiently, displaying all or a fraction of the point cloud data using adaptive view-dependent methods. Users can transform, cull, and modify point cloud data, generate meshes from point clouds, and optimize the produced meshes. The software supports projecting images onto points and meshes, generating mesh vertex colors, Ptex, or UV-based textures from point cloud colors and image projections. It exports resulting meshes to supported industry-standard mesh file formats and integrates with Thinkbox Deadline to perform point cloud data conversion, meshing, and export on network nodes. -
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The STL Viewer is FREE software for the visualization of STL or OBJ meshes created in packages such as 3D Studio Max, MAYA, and Z Brush, modeled in CAD systems, or generated from 3D digitalization of physical objects. With its simplified user interface, fast rendering, and ability to handle even big volumes of data the STL Viewer is an ideal tool for examining polygonal meshes. STL file format is a common format for 3D digitizing, rapid prototyping, animation, and 3D data archiving software. If you receive triangular mesh data containing CAD models, scan data, or 3D designs you can quickly see it in the viewer. You may also find it useful if you are a company or person providing such data to your customers and need a visualization tool to give away with it. Loading polygonal meshes in STL and OBJ file formats. Quickly resetting the object in default views, front, back, left, right, top and bottom.Starting Price: Free
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TriggerMesh
TriggerMesh
TriggerMesh believes developers will increasingly build applications as a mesh of cloud-native functions and services from multiple cloud providers and on-premises. We believe this architecture is the best way for agile businesses to deliver effortless digital experiences. TriggerMesh is the first product that leverages Kubernetes and Knative to provide application integration across clouds and on-premises. With TriggerMesh, you can automate enterprise workflows by connecting applications, cloud services, and serverless functions. Cloud-native applications are becoming more popular. As a result, the number of functions that are hosted across disparate cloud infrastructure is proliferating. TriggerMesh breaks down cloud silos to provide true cross-cloud portability and interoperability -
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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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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. -
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StackRox
StackRox
Only StackRox provides comprehensive visibility into your cloud-native infrastructure, including all images, container registries, Kubernetes deployment configurations, container runtime behavior, and more. StackRox’s deep integration with Kubernetes delivers visibility focused on deployments, giving security and DevOps teams a comprehensive understanding of their cloud-native infrastructure, including images, containers, pods, namespaces, clusters, and their configurations. You get at-a-glance views of risk across your environment, compliance status, and active suspicious traffic. Each summary view enables you to drill into more detail. Using StackRox, you can easily identify and analyze container images in your environment with native integrations and support for nearly every image registry. -
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MeshLab
MeshLab
The open source system for processing and editing 3D triangular meshes. It provides a set of tools for editing, cleaning, healing, inspecting, rendering, texturing and converting meshes. It offers features for processing raw data produced by 3D digitization tools/devices and for preparing models for 3D printing. In this version we introduce support to several file formats (.gltf, .glb, .nxs, .nxz, .e57) and a brand new plugin for exact mesh booleans. The 3D data alignment phase (also known as registration) is a fundamental step in the pipeline for processing 3D scanned data. MeshLab provides a powerful tool for moving the different meshes into a common reference system, able to manage large set of range-maps. MeshLab implements a fine tuned ICP one-to-one alignment step, followed by a global bundle adjustment error-distribution step. The alignment can be performed on meshes and point clouds coming from several sources, including active (both short- and long-range) scanners. -
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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
