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Category

ProductivityDevelopment ToolsProject ManagementBusiness / EnterpriseSaaS Platform

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AI / ML

License

ProprietaryOpen SourceFreemiumFreeSubscription

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Perpetual LicenseTrial Version

Operating system

accessed via API/SDKs)2accessed via browser1AIX PPC1Alpine Linux (container only)1Amazon Linux 20233

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and CLI no client OS install required)1and Google Cloud Platform (no local OS install required)1and SDKs1and VR/AR platforms1and Windows apps1and z/OS1Android6Any170any OS supporting Java1API2APIs1Arch1arm64/ppc64/x86_64) limited/untested support for FreeBSD and NetBSD macOS not currently supported1AWS ECS1AWS Lambda1bare-metal install) web UI accessible from any modern browser (Firefox1browser-accessible from any OS)1browser-accessible)1BSD1BSD (cross-platform via Perl)1Chrome1CLI1Cloud-based (Linux and Windows Server containers supported managed via web console1Cloud-based (platform-independent1Cloud-based (SaaS) — accessible via any modern web browser no local OS requirement1Cloud-based (web browser access1Cloud-based / platform-agnostic (accessed via web dashboard1Cloud-based SaaS accessed via web browser or client drivers1cloud-hosted SaaS console accessible via web browser1Cross-platform (browser-based works in any modern web browser on Windows1Cross-platform (Linux5Cross-platform (self-hosted via Docker/npm on Linux1Cross-platform (Windows12Cross-platform via Docker/Kubernetes (Linux1currently FreeBSD 14.x)1Debian1Debian 10+)1Debian 133Docker1Edge1embedded/RTOS and bare-metal targets)1Fedora1Fedora 32+1Fedora 43/443Flatpak)1FreeBSD5FreeBSD-based (custom OS1FreeBSD/OpenBSD Android (beta)1glibc 2.28+)1HP-UX1IBM AIX (server) Windows1iOS6Istio/Envoy1Kubernetes1Linux38Linux (agent-based)1Linux (any OS supporting Node.js)1Linux (any OS with Java support) Cloud (hosted)1Linux (Bitbucket Data Center self-hosted)1Linux (CLI/binaries)1Linux (Debian-based1Linux (Debian/Ubuntu2Linux (development environment) deployable to Windows1Linux (primary tested on Debian1Linux (primary) via containers/other backends can run on macOS (Apple Silicon) and Windows (WSL)1Linux (self-contained distribution not cross-platform as an app)1Linux (self-hosted)1Linux (server-side1Linux (server) tests run against Android1Linux (Ubuntu2Linux (Ubuntu 18.04+1Linux (Ubuntu 24.04/26.04 LTS3Linux ARM641Linux Docker Kubernetes23Linux iOS and Android (mobile apps) also available as a web app1Linux PPC-LE1Linux s390x1Linux) - any OS supporting Python1Linux) — Python package1Linux) — runs anywhere Node.js/modern browsers do1Linux) — runs anywhere Python 3.10+ or Node.js runs1Linux) — runs anywhere Python 3.10+ runs1Linux) — runs anywhere Python 3.10+ runs apps are accessed via any modern web browser1Linux) — runs anywhere Python runs1Linux) — runs anywhere R or Python runs apps are accessed via web browser1Linux) via Node.js1Linux/Unix1macOS61macOS (agent)1macOS (also runs in containers/Kubernetes)1macOS (as a containerized management server) manages Docker/Kubernetes hosts on Linux and Windows1macOS (via JVM/containers) Docker1macOS 10.13 or later1macOS 11 (Big Sur)+1macOS 15 and 26 (Intel and Apple Silicon)1macOS 15/262macOS) — runs anywhere a JVM/Kafka Connect can run distributed as Docker/container images1Microsoft Azure1Microsoft Windows1mobile OSes)1NetBSD2Nintendo Switch1no local OS install required)1no OS install required)1no OS restriction)1NVIDIA Jetson1OpenBSD3OpenShift1openSUSE1or accessed via n8n Cloud)1or API from any OS)1Oracle Linux)1OS Independent (Linux1OS-agnostic)1OS-independent3OS-independent) accessible via any modern browser1Pivotal Cloud Foundry1Plan91PlayStation1Podman1Raspberry Pi1Red Hat1RHEL1RHEL/Fedora1runs on AWS1Safari)1self-hosted) web-based client accessible from any browser1SLES1Solaris2Solaris SPARC/x861SUSE1SUSE/openSUSE)1Ubuntu1Unix1Web191Web (cloud2Web API CLI (cross-platform via Python)1Web Docker Kubernetes95Web-based1Web-based (any OS via browser) self-hosted stack runs on Linux via Docker1Web-based (browser access1Web-based (browser-based1Web-based (browser-based SaaS no specific OS required)1Web-based (browser) generated apps run on iOS1Web-based (cloud SaaS5Web-based (cloud SaaS no OS install required)1Web-based (cloud SaaS) platform-agnostic1Web-based (cloud SaaS) SDKs available for Linux1Web-based (cloud) client access via any modern browser1Web-based (cloud) iOS Android1Web-based (cloud/SaaS) no client OS installation required1Web-based (cross-platform via browser) mobile SDKs for iOS and Android1Web-based (cross-platform) native apps for iOS and Android1Web-based (SaaS) deploys apps built with any modern framework1Web-based / API (platform-independent1Web-based / Cloud (OS-independent1Web-based / cloud SaaS (OS-agnostic)1Web-based self-hosted Inference server supports Linux1Web-based self-hosted via Docker on Linux1Web-based/SaaS (browser access) OneAgent installable on Linux x641Web/Cloud (Bitbucket Cloud) Windows1Windows41Windows (agent support varies by feature) Docker/Kubernetes supported1Windows (agent-based) Kubernetes1Windows (cross-platform via JVM)1Windows (including WSL)1Windows (server) web-based access from any OS1Windows (via Cygwin/WSL for development production deployments are predominantly Linux)1Windows (via Docker)1Windows (via Docker/Kubernetes)1Windows (WSL2)1Windows 10 (build 1809 or later)1Windows 10/113Windows 10+1Windows 11 (64-bit) macOS via VM only cloud/web access via Alteryx Analytics Cloud1Windows macOS Linux9Windows macOS Linux iOS Android1Windows macOS Linux Unix/BSD1Windows via Docker/Python desktop apps also available)1Windows) — runs anywhere Node.js runs self-hosted or via Strapi Cloud1Windows) — runs anywhere Python is supported1Windows) fully managed Weaviate Cloud requires no local OS1works on any OS)1Xbox1

Device

a standalone server1AMD GPUs1and Kubernetes nodes1and mainframes1Android (browser extension and mobile app)1

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Android devices/emulators1Android)6Any138Any device with a web browser1Any device with internet access via API integration1API1API clients1API/backend services1API/SMTP integration (any device with internet access)1Apple Silicon1APU compute devices)1ARM-based devices/Raspberry Pi1bare-metal/on-prem hosts1BSD) Android mobile (beta)1CI/CD integrations1CLI1Cloud3Cloud infrastructure1Cloud instances (AWS EC2)1Cloud/SaaS1Cloud/Server1Console1containers4Cross-platform (any OS running Node.js)1Desktop43Desktop (API/SDK-based1Desktop (CPU1Desktop (macOS2Desktop (self-hosted via Docker)1Desktop (via CLI/kubectl)1Desktop (web browser access) no dedicated mobile app confirmed1Desktop (Windows4Desktop (Windows PC) Web browser (cloud platform)1Desktop Mobile Server NAS (Synology/QNAP packages)1Desktop web browser Chrome browser extension1desktop/cross-platform C applications1Desktop/laptop (development and browser access) apps render in-browser and are viewable on tablets/mobile1Desktop/Server (any system running Python)1Desktop/Server (command-line)1Desktop/Server (developer library1Desktop/Server (web-based dashboard)1Desktop/Server no dedicated mobile app1Docker (self-hosted server)1Docker/Container1Embedded systems2embedded/appliance devices1Google TPUs1GPU1Huawei Ascend1IBM Spyre1IDE plugins1integrates via API/SDKs into web and mobile apps1Intel Gaudi1Intel GPUs (XPU)1iOS3iOS devices/simulators1IoT devices1IoT/edge devices1iPhone/iPad1Kubernetes1Kubernetes clusters2Linux Docker Kubernetes23Linux)8macOS7macOS) — no mobile version1microcontrollers1Mobile8Mobile (call recipients use any phone)1Mobile (iOS3Mobile (responsive components)1Mobile (via client-side SDKs)1Mobile (via SDK-built apps)1mobile apps (via SDKs)1mobile web1no dedicated device apps)1not an end-user app)1NVIDIA GPUs1on-prem and cloud)1or an embedded engine)1or Windows1POS terminals1Raspberry Pi) Docker containers1Robots and embedded/computing platforms running supported OS (desktops1Router/Embedded (IoT)1Self-hosted infrastructure1Server18Server / any machine running Python1Server / Cloud (deployed as Kafka Connect connectors1Server / Cloud / Cluster deployment (not a desktop or mobile application)1Server / Cluster (not a desktop or mobile application)1Server / Cluster (on-premises and cloud)1Server/Cloud2Server/self-hosted deployment web-based admin console1serverless (Lambda)1servers2Servers (x86-64 / Intel 64 or AMD64) 64-bit Arm (Armv9-A or newer) supported as of the Arm64 release1Servers / HPC cluster nodes (compute clusters1single-board computers1Tablet2USB/SD/CF-card nano images1virtual machines1VMs2VR/AR headsets1Web198Web (browser-based console) agents deployed on Linux hosts1Web (desktop and mobile browsers)1Web API32Web browser10Web browser (any device/OS with internet access) desktop clients and mobile access via browser1Web browser (any OS/device with internet access)1Web browser (apps are responsive but primarily designed for desktop/browser use)1Web browser (Cloud) self-hosted server/cluster (Data Center)1Web browser (desktop and mobile)1Web browser (desktop and mobile) native mobile/OTT apps via client-side SDKs1Web browser (desktop and mobile) responsive/admin apps1Web browser (desktop)3Web browser (desktop) no dedicated mobile app confirmed1Web browser (management dashboard) deployed apps accessed via any device with a browser1Web browser Cloud Edge devices (NVIDIA Jetson1Web browser Desktop (CLI)1Web Docker Kubernetes95Web-based1Web-based (accessed via browser) admin panel is responsive on desktop and mobile browsers1Web-based (any device with a browser or API access) developer CLI available for Windows1Web-based UI (browser) server/CLI installed on Linux1Web/Cloud (SaaS)1Web/Desktop browser1Windows4Windows desktop apps (via driver ecosystem)1Windows macOS Linux9Windows PCs and Servers1with on-host agents (OneAgent) for servers1x86-64 (amd64) hardware1x86/ARM/PowerPC CPUs1

Programming language

.NET2.NET (Full Stack SDKs)1.NET/C#5also provides R1and Java1

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and mobile SDKs for iOS/Android)1and other languages used for collectors1and REST APIs1and Rust components1and Scala supported via Snowpark1Android (Java/Kotlin)1Android (Kotlin/Java)1Angular2API integration via REST (Recurly provides client libraries for Ruby1Astro (per official contentful GitHub org SDKs)1Bash2Blueprints (visual scripting)1C (C99)1C (core agent)1C/C++1C#24C#/.NET1C++ (CUDA/HIP kernels)1C++ (Nix package manager core)1C++ (primary)1C++ (via WebAssembly for Compute)1Clojure2ClojureScript1Connector SDK supports Python1Core written in Go1CSS2Cython2Dart (Flutter)1editor supports 80+ languages via LSP/extensions1Elixir1Erlang2Erlang/Elixir1etc.)1Gleam1Go30Go (backend)1Go (official client libraries)1Haskell (30+ official SDKs per LaunchDarkly's Developer plan page)1HTML1Java24Java (primary)1Java (with community bindings for other languages)1JavaScript25JavaScript (Node.js)3JavaScript supported for UDFs/stored procedures1JavaScript/TypeScript2Kotlin4Kotlin (built on the IntelliJ Platform)1Kotlin/Java (Android SDK)1Kotlin/Java (Android)1Lua3Next.js1Nix expression language1Node.js13Node.js/JavaScript1Node.js/JavaScript (TypeScript)1Objective-C2official client SDKs available for Python1OpenAPI spec supports generating clients in 40+ languages1Perl2PHP12PL/pgSQL1platform backend languages not publicly disclosed1platform services built on Varnish/VCL heritage1plus raw HTTP/REST API1PostgreSQL dialects1PowerShell1Python42Python (backend)1Python (built on Starlette for the web parts and Pydantic for data validation)1Python (core framework and app-writing API)1Python (core framework)1Python (Django framework)1Python (official CLI/library)1Python (primary)2Python and Perl used for build/test tooling1R3React3React Native1REST API1REST/gRPC APIs supported via SDKs1Ruby12Ruby (server-side API libraries)1Rust10Rust (application itself)1Rust (build tooling)1Rust-based components1Scala2SCSS1separate package)1Shell1Shell/cURL1SMTP1SQL1SQL (PL/SQL1SQL (plus framework support for React1supports scripting in Java and Python (via Jython/PyGhidra)1supports serverless functions in Node.js1Svelte1Svelte/TypeScript (frontend)1Swift5Swift (iOS)1Swift (SwiftUI)1Swift/Objective-C (iOS SDK)1T-SQL1TypeScript23TypeScript (Cursor is a fork of the open-source VS Code editor)1TypeScript (Web SDK)1TypeScript/JavaScript (internal UI components)1TypeScript/JavaScript (LlamaIndex.TS1TypeScript/React (frontend UI layer)1TypeScript/Vue.js (frontend)1Verse (used in Unreal Editor for Fortnite)1Vimscript1Visual Basic1Volt1Vue3with components in C and shell scripts1with Go1with Perl1with Rust and Java components1written in Java/Kotlin1Written primarily in Java (Swing GUI) and C++ (decompiler component)1YAML (Pulumi YAML)1

Industry

academia2academia/research1Aerospace1agriculture1AI/ML3

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AI/ML infrastructure3AI/ML software development1analytics1and academia1and AI application companies1and applied ML competitions1and data-driven organizations1and digital agencies1and digital product organizations1and document-heavy workflows per vendor site1and enterprise)1and general B2C/B2B subscription businesses1and general enterprise AI/ML development1and go-to-market operations across industries1and media and advertising1and Moderna1and operations teams1and organizations migrating off VMware1and other data-driven sectors per Linux Foundation and vendor materials1and other data-intensive enterprise industries1and other data-intensive industries2and other enterprises running cloud-native/Kubernetes infrastructure1and other industries building custom software1and other regulated enterprise industries1and technology sectors1architecture/AEC1AstraZeneca)1Automation1automotive4Autonomous Vehicles1B2B sales1banking1Banking & Finance1Big data analytics / data infrastructure across all industries1BMW1broadcast/live events1Broadcasting & Telecom1CBD1cloud computing1cloud infrastructure1cloud/data infrastructure1Cross-industry2Cross-industry (data engineering1Cross-industry (e-commerce1Cross-industry (finance1Cross-industry (general machine learning / AI engineering tooling)1Cross-industry (general-purpose data infrastructure/CDC tooling used across finance1Cross-industry (general-purpose developer tool) adopted in enterprise1Cross-industry (productivity/knowledge work)1Cross-industry (SaaS1Cross-industry (technology2Cross-industry enterprise software1Cross-industry IT infrastructure and data center operations commonly used by enterprises1Cross-industry productivity and project management1Cybersecurity1Cybersecurity / information security2Cybersecurity IT/network operations OSINT and threat intelligence1cybersecurity/reverse engineering1data engineering1Data SaaS Enterprise6data science and AI research1data science and AI/ML1developer tools1DevOps1digital agencies1Digital Goods1Docker1e-commerce11e-commerce/retail1eCommerce2education2Embedded systems2energy1Energy & Chemicals1enterprise IT1enterprise IT security1Enterprise marketing1enterprise software1environmental science1Fashion & apparel1fashion and apparel1film and television1Finance8Finance/Financial Services1financial services10Financial technology (fintech)1fitness and wellness1food & beverage1Gaming4general cross-industry1general cross-industry automation1general digital business1general enterprise1general retail/wholesale1general-purpose (used across tech1General-purpose / horizontal1General-purpose machine learning widely used across finance1general-purpose UI library)1Geospatial/GIS1Government1government/defense1government/public sector1Harvard Medical School1health & beauty1healthcare9healthcare and life sciences1High-performance computing1Horizontal across software/SaaS1Industrial/Manufacturing1information security research1insurance1IoT1IT1IT & Networking Cybersecurity Telecommunications Education1IT infrastructure/DevOps1IT operations2IT/database administration1IT/software1Janssen1Johnson & Johnson1legal1lending1life sciences) customers include Snowflake1logistics2Logistics & Transportation1Manufacturing4Manufacturing / engineering / product design1marketing2marketing teams1Marketplaces1martech/adtech1media4Media & entertainment1media & publishing1Media and streaming1media/publishing (general-purpose1Mercedes-Benz1national security/defense1not industry-specific)2not vertical-specific)1Oxford1payments1Pharmaceutical/life sciences1Research/Academia1retail10retail and consumer goods1retail/e-commerce3Robotics1SaaS8SaaS product development1SaaS/Software Platforms1SaaS/technology1sales intelligence1scientific research1secure firmware1Security Compliance Enterprise IT2semiconductor/microcontroller ecosystems1service providers1simulation and training1Software development11Software development / general-purpose (cross-industry)1Software development / IT / technology1Software development / technology2Software development / web development2Software development / web development (cross-industry)2Software development / web development tooling1Software development and IT across industries (no single vertical focus)1Software development and IT infrastructure (cross-industry)1Software development and quality assurance across industries1Software engineering1Software/AI development1Software/application development (horizontal1software/SaaS3Software/technology1Software/Technology (general-purpose LLMOps platform1Software/Web development1Software/web development broadly used across e-commerce1Stack Overflow1startups1systems programming1tech1Technology13technology (used by organizations such as Pfizer1Technology / Enterprise IT / General purpose AI deployment1technology companies1Technology Startups Enterprise473technology) no single vertical focus1technology/SaaS1telecom1telecommunications4Travel3travel and recreation1urban planning1used across technology1web development1with dedicated Industrial & IoT edition1with dedicated solutions for financial services1with dedicated solutions for software/engineering1with emphasis on technology1with particular adoption among tech1

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Open source SaaS

604 results

Utility

Software
spaCy
License type ProprietaryRating 4.6 / 5
Utility

Software
Vitest
License type FreemiumRating 4.4 / 5
Database

Data Warehouse
Couchbase
License type FreemiumRating 4.0 / 5
Developer Tools

Development Utility / File Watcher
Nodemon
License type MITRating 0.0 / 5
Analytics

Monitoring
Sysdig
License type Open SourceRating 4.3 / 5
Development Tools

Data Engineering
Debezium
License type Open SourceRating 4.9 / 5
Managed Detection And Response (MDR) / Cybersecurity Services

Managed Detection and Response (MDR) Service
Kroll Responder
Rating 0.0 / 5
Utility

Software
Recurly
License type Open SourceRating 4.6 / 5
Cryptography / TLS Library

Cryptography Library
Mbed TLS
License type Open SourceRating 0.0 / 5
Utility

Software
Weaviate
License type ProprietaryRating 4.0 / 5
Utility

Software
Trino
License type FreemiumRating 4.8 / 5
Utility

Mobile Test Automation Framework
Appium
License type Open SourceRating 0.0 / 5
Strapi Review: Open-Source Headless CMS for Developers
Google Kubernetes Engine (GKE)
ROS 2 (Robot Operating System 2)
Analytics

Monitoring
Grafana
License type Open SourceRating 4.7 / 5
Analytics

Monitoring
Netdata
License type FreemiumRating 4.7 / 5
Development Tools

Web Framework
Uvicorn
License type ProprietaryRating 4.0 / 5
Security / Antivirus

Security
Gremlin
License type SubscriptionRating 4.5 / 5
Business / Enterprise

Product Lifecycle Management
OpenPLM
License type Open SourceRating 4.6 / 5
Security Awareness Training / Vishing Simulation Software

Vishing (Voice Phishing) Simulation and Security Awareness Training
Keepnet Vishing Simulator
License type Commercial / Proprietary SaaSRating 0.0 / 5
Open WebUI
Airbyte Review: Features, Pricing, and Alternatives
ack — Code-Searching Tool for Programmers

spaCy

Vitest

Couchbase

Nodemon

Sysdig

Debezium

Kroll Responder

Recurly

Mbed TLS

Weaviate

Trino

Appium

Strapi Review: Open-Source Headless CMS for Developers

Google Kubernetes Engine (GKE)

ROS 2 (Robot Operating System 2)

Grafana

Netdata

Uvicorn

Gremlin

OpenPLM

Keepnet Vishing Simulator

Open WebUI

Airbyte Review: Features, Pricing, and Alternatives

ack — Code-Searching Tool for Programmers