Best AI Gateways Software

How Many AI Gateways Software Products Does G2 Track?

Total Products under this Category: 74

Category Stats (Sep 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Portkey (+0.09%) - Among all products in this category, Portkey recorded the largest rating increase compared to last month

Last updated: September 26, 2026

How Does G2 Rank AI Gateways Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 5,100+ Authentic Reviews
  • 74+ Products
  • Unbiased Rankings

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

G2 Grid® for AI Gateways Software

G2 Grid® for AI Gateways Software plotting products by satisfaction and market presence

Highlighted products: Databricks, Cloudflare Application Security and Performance, MuleSoft Anypoint Platform, and Kong Konnect.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-gateways/grids.json?focus%5B%5D=databricks&focus%5B%5D=cloudflare-application-security-and-performance&focus%5B%5D=mulesoft-anypoint-platform&focus%5B%5D=kong-inc-kong-konnect)

Databricks

Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and 70% of the Fortune 500 — rely on the Databricks Data + AI Platform to build and scale data and AI apps, analytics, and agents. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified platform that includes Genie, Lakebase, Agent Bricks, Lakeflow, Lakehouse, and Unity Catalog. Founded in 2013 by the original creators of Apache Spark™, Delta Lake, MLflow and Unity Catalog, Databricks is built on an open lakehouse architecture that brings data, analytics and AI together. The platform is used by data engineers, data scientists, analysts, developers, machine learning teams, AI teams and business users to collaborate across the full data and AI lifecycle. Key Databricks capabilities include: - Data engineering: Build, automate and manage reliable batch, streaming and real-time data pipelines. - Analytics and business intelligence: Run SQL analytics, create dashboards and enable business teams to explore data. - Data governance: Discover, secure and manage data and AI assets across teams, clouds and workloads. - Machine learning and AI: Develop models, build generative AI applications and create production-grade AI agents. - Data applications: Build and deploy data-driven applications using governed enterprise data. Available across AWS, Azure and Google Cloud, Databricks helps organizations work across clouds, reduce data silos and simplify collaboration across teams and tools. Customers use Databricks for use cases such as customer personalization, fraud detection, predictive maintenance, real-time analytics, cybersecurity, healthcare research, financial risk management, supply chain optimization and AI-powered decision-making. Databricks is used across industries including financial services, healthcare and life sciences, retail, manufacturing, energy and the public sector. Organizations use the platform to modernize data infrastructure, accelerate AI adoption and turn enterprise data into business value.

Average Rating: 4.6/5.0

Total Reviews: 1,339

Who Is the Company Behind Databricks?

  • Seller: Databricks Inc.
  • Company Website:
  • Year Founded: 2013
  • HQ Location: San Francisco, CA
  • Twitter: @databricks
    92,269 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14,336 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 47% Large, 38% Medium

What Do G2 Reviewers Say About Databricks?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the ease of use and extensive features of Databricks, streamlining data warehousing and machine learning tasks.
  • Users appreciate the ease of use of Databricks, enhancing their experience with its intuitive interface and efficient features.
  • Users value the seamless integrations with AWS services that enhance efficiency and support diverse business needs.
  • Users value the seamless collaboration provided by Databricks, enhancing teamwork on data projects and insights sharing.
  • Users value the wide array of integrated analytical features in Databricks, enhancing efficiency and collaboration in data projects.
Cons
  • Users face a steep learning curve with Databricks, as its complexity can be confusing for newcomers.
  • Users note that the cost of Databricks can be quite high, particularly for large data projects and limited free options.
  • Users find the steep learning curve of Databricks challenging, particularly for those unfamiliar with big data tools.
  • Users find the complexity of Databricks challenging, especially during initial setup and navigation of advanced features.
  • Users encounter complex setup challenges with Databricks initially, but support helps resolve issues quickly.

What Are Recent G2 Reviews of Databricks?

What Are G2 Users Discussing About Databricks?

Cloudflare Application Security and Performance

Cloudflare is the connectivity cloud for the "everywhere world," on a mission to help build a better Internet. We provide a unified platform of networking, security, and developer services delivered from a single, intelligent global network that spans hundreds of cities in over 125 countries. This empowers organizations of all sizes, from small businesses to the world's largest enterprises, to make their employees, applications, and networks faster and more secure everywhere, while significantly reducing complexity and cost. Our comprehensive platform includes: - Advanced Security: Protect your online presence with industry-leading DDoS protection, a robust Web Application Firewall (WAF), Bot mitigation, and API security. Implement Zero Trust security to secure remote access, data, and applications for your entire workforce. - Superior Performance: Accelerate website and application loading times globally with our Content Delivery Network (CDN), intelligent DNS, and smart routing capabilities. Optimize images and deliver dynamic content with unparalleled speed. - Powerful Developer Tools: Empower your developers to build and deploy full-stack applications at the edge using Cloudflare Workers (serverless functions), R2 Storage (object storage without egress fees), and D1 (serverless SQL database). Cloudflare helps connect and protect millions of customers globally, offering the control, visibility, and reliability businesses need to work, develop, and accelerate their operations in today's hyperconnected landscape. Our global network continuously learns and adapts, ensuring your digital assets are always protected and performing at their best.

Average Rating: 4.5/5.0

Total Reviews: 750

Who Is the Company Behind Cloudflare Application Security and Performance?

  • Seller: Cloudflare, Inc.
  • Company Website:
  • Year Founded: 2009
  • HQ Location: San Francisco, California
  • Twitter: @Cloudflare
    286,254 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8,094 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Web Developer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 62% Small, 27% Medium

What Do G2 Reviewers Say About Cloudflare Application Security and Performance?

AI-generated summary from verified user reviews

Pros
  • Users value the robust security features of Cloudflare, appreciating its effective protection against attacks and fast page loads.
  • Users appreciate the user-friendly interface of Cloudflare, making management of security and performance settings effortless.
  • Users appreciate the user-friendly interface of Cloudflare, making security and performance management easy and efficient.
  • Users appreciate the enhanced site performance provided by Cloudflare, leading to faster page load times and improved security.
  • Users value Cloudflare's DDoS protection, as it effectively secures websites and significantly improves page load times.
Cons
  • Users find the complex user interface of Cloudflare challenging, often leading to confusion and a steep learning curve.
  • Users find the high pricing for advanced features to be a significant drawback, restricting access to essential tools.
  • Users find the complex setup challenging, particularly with advanced configurations that require extra time and support.
  • Users find the complexity of advanced configurations challenging, impacting user-friendliness for those new to security platforms.
  • Users experience a steep learning curve for advanced features in Cloudflare Application Security and Performance, complicating user experience.

What Are Recent G2 Reviews of Cloudflare Application Security and Performance?

What Are G2 Users Discussing About Cloudflare Application Security and Performance?

MuleSoft Anypoint Platform

MuleSoft Anypoint Platform is the industry-leading integration and governance solution designed to connect any application, API, and AI agent across hybrid and multi-cloud environments. For nearly two decades, we have served as the integration backbone for the world’s most complex enterprises. Today, we are extending to the AI era. We allow organizations to move beyond AI sprawl into a unified architecture where legacy systems, modern APIs, and autonomous agents interact securely on a single, trusted foundation. Key capabilities and components include: Hybrid integration and connectivity, utilizing a library of hundreds of pre-built connectors and support for new AI protocols like MCP and A2A to provide AI agents with the tools they need to access and act within legacy ERPs, CRMs, and on-premise databases. MuleSoft Agent Fabric: Unified API and agent governance, applying the same rigorous security policies, cost controls, and traffic enforcement to AI models and agents that organizations already trust for their global API ecosystems through a single, federated control plane. Fabric also includes agent visibility and registry, offering a single source of truth to discover and observe any cross-ecosystem agent, ensuring complete transparency and the elimination of shadow AI. MuleSoft Vibes: Natural language design and management, providing a revamped experience where teams can use native natural language prompts to scaffold integrations, manage lifecycles, and stay ahead of technical sprawl using the AI tools they already prefer. Trusted runtime and compliance, delivering a fully managed, hybrid, or on-prem foundation that has been proven at scale for years, ensuring that every interaction is backed by enterprise-grade monitoring and human-in-the-loop security. Overall, MuleSoft Anypoint Platform is the enterprise platform for organizations seeking to bring visibility, trust, and orchestration to their APIs and AI agents.

Average Rating: 4.4/5.0

Total Reviews: 763

Who Is the Company Behind MuleSoft Anypoint Platform?

  • Seller: Salesforce
  • Company Website:
  • Year Founded: 1999
  • HQ Location: San Francisco, CA
  • Twitter: @salesforce
    579,511 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    89,711 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 54% Large, 31% Medium

What Do G2 Reviewers Say About MuleSoft Anypoint Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of MuleSoft Anypoint Platform, finding it ideal for their data loading needs.
  • Users value the integration capabilities of MuleSoft Anypoint Platform, enabling seamless connections across various systems and APIs.
  • Users value the ease of integration with MuleSoft Anypoint Platform, benefiting from its comprehensive API management features.
  • Users appreciate the clean UI and comprehensive features of MuleSoft Anypoint Platform for efficient API management.
  • Users value the easy integrations of MuleSoft Anypoint Platform, simplifying the connection of various systems seamlessly.
Cons
  • Users express concern over the high cost of MuleSoft Anypoint Platform, making it less accessible for smaller projects.
  • Users express concern over the high pricing issues of MuleSoft Anypoint Platform, making it less accessible for smaller organizations.
  • Users find the learning curve steep for MuleSoft Anypoint Platform, especially for those transitioning from other tools.
  • Users find learning difficulty with MuleSoft Anypoint Platform, requiring advanced skills and complicating transitions from familiar tools.
  • Users experience a steep learning curve with MuleSoft Anypoint, often requiring extensive training and adjustment time.

What Are Recent G2 Reviews of MuleSoft Anypoint Platform?

What Are G2 Users Discussing About MuleSoft Anypoint Platform?

Kong Konnect

Kong is an AI and API connectivity platform designed to help platform engineering teams, DevOps organizations, and enterprise architects deploy, secure, observe, and govern API traffic across cloud, on-premises, and hybrid environments. Built on open-source foundations, Kong facilitates the management of the entire lifecycle of APIs and AI traffic at scale, encompassing everything from development and deployment to runtime policy enforcement and observability. Targeted primarily at mid-market and enterprise organizations with complex distributed architectures, Kong is particularly beneficial for those utilizing microservices, multi-cloud deployments, and AI-powered applications. The platform caters to a diverse audience, including platform engineers, API program managers, security architects, and development teams that require consistent and governed API access across both internal and external systems. By addressing the challenges of API sprawl, inconsistent security enforcement, and observability gaps, Kong provides a robust solution for organizations navigating the complexities of modern infrastructure. Kong's capabilities are extensive and designed to tackle several recurring infrastructure challenges. The platform's API Gateway and Lifecycle Management features enable efficient routing, load balancing, authentication, authorization, rate limiting, and transformation for various API types, including REST, GraphQL, gRPC, and event-based APIs. Additionally, with the rise of generative AI, Kong has developed an AI Gateway specifically for managing traffic to large language models (LLMs) and AI agents. This includes functionalities such as prompt and response management, semantic caching, and token-based rate limiting, ensuring that organizations can effectively govern their AI workloads. Another significant feature of Kong is its Service Mesh, which provides east-west traffic management between services within a cluster or across clusters. This includes support for mutual TLS (mTLS), traffic policies, and observability at the service level, enhancing security and monitoring capabilities. The Konnect SaaS Control Plane further streamlines the management of Kong deployments globally, offering centralized analytics, developer portal capabilities, and API catalog management. Kong's extensibility is another key differentiator, featuring a plugin architecture with over 100 pre-built integrations that cover a wide range of functionalities, including logging, authentication providers, observability backends, and AI providers. Available as open-source software, an enterprise distribution, or a fully managed SaaS offering, Kong integrates seamlessly with Kubernetes and supports deployment on major cloud platforms such as AWS, Azure, and GCP. This flexibility allows organizations to leverage Kong across heterogeneous environments without necessitating a complete infrastructure overhaul.

Average Rating: 4.4/5.0

Total Reviews: 346

Who Is the Company Behind Kong Konnect?

  • Seller: Kong Inc
  • Company Website:
  • Year Founded: 2017
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    1,044 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 41% Medium, 30% Small

What Do G2 Reviewers Say About Kong Konnect?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Kong Konnect, complemented by excellent documentation and simple configuration options.
  • Users commend the robust security measures of Kong Konnect, ensuring reliable protection and performance of APIs.
  • Users appreciate the centralized control plane of Kong Konnect, which enhances API management and reduces operational overhead.
  • Users appreciate the scalability of Kong Konnect, enabling efficient management of APIs in distributed environments.
  • Users appreciate the ease of integration and customization of Kong Konnect, benefiting from its modular plugin system.
Cons
  • Users find the limited documentation for plugins in Kong Konnect challenging, affecting their overall experience.
  • Users find that Kong Konnect has missing features, particularly in AI capabilities and limited plugin support.
  • Users express a need for better support and analytics in Kong Konnect, highlighting gaps in learning resources and integration.
  • Users express concern over the limited features of Kong Konnect, noting missing essential functionalities and advanced options.
  • Users find the expensive features of Kong Konnect limiting, especially with essential tools locked behind paywalls.

What Are Recent G2 Reviews of Kong Konnect?

What Are G2 Users Discussing About Kong Konnect?

WSO2 API Platform

WSO2 API Platform is an open source, unified control plane for managing APIs, AI, and event-driven traffic across cloud, hybrid, and on-prem environments. It enables organizations to design, secure, govern, and productize APIs while scaling agentic and LLM-based workloads with built-in governance and security controls. Teams use WSO2 to prepare APIs for AI agents with auto-generated MCP servers, centrally manage outbound LLM traffic, and gain full visibility into API and AI usage, performance, and cost. The platform supports bi-directional AI governance, covering both inbound agent-to-tool traffic via MCP and outbound app-to-LLM traffic from one control plane. Unlike traditional API management tools, WSO2 API Platform supports both human and agentic consumers from a single platform. It manages APIs across WSO2 and third-party gateways, including Kong, AWS, Azure, Envoy, and Apigee, with federated policy enforcement from a single control plane. Built-in monetization (powered by Moesif) lets teams meter, bill, and productize API calls and LLM token usage through connectors for Stripe, Zuora, Chargebee, and more. Key capabilities include: ➡️ Full lifecycle API management with MCP Gateway (auto-generates MCP servers from ➡️ OpenAPI specs) and LLM Gateway (routing, semantic caching, guardrails, PII masking, and token cost control). ➡️ Deep analytics for API and AI usage powered by Moesif. ➡️ Compliance support for HIPAA, PCI-DSS, FedRAMP, GDPR, DORA, SOX, ITAR, and EU AI Act, with integration for Azure Content Safety and AWS Bedrock Guardrails. ➡️ Flexible deployment: SaaS, Kubernetes, hybrid, and self-hosted. ➡️ 100% open source with zero vendor lock-in. WSO2 API Platform helps enterprises modernize their API programs, adopt AI responsibly, and turn APIs and AI services into secure, scalable digital products.

Average Rating: 4.5/5.0

Total Reviews: 135

Who Is the Company Behind WSO2 API Platform?

  • Seller: WSO2
  • Company Website:
  • Year Founded: 2005
  • HQ Location: Mountain View, CA
  • Twitter: @wso2
    12,751 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,290 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 35% Small, 32% Large

What Do G2 Reviewers Say About WSO2 API Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the full API lifecycle management of WSO2 API Platform, ensuring seamless creation, deployment, and governance.
  • Users value the flexible deployment options and AI-driven features of WSO2 API Platform for efficient API management.
  • Users value the speed and efficiency of WSO2 API Platform, enhancing productivity in API management and development.
  • Users appreciate the flexible deployment options of WSO2 API Platform, catering perfectly to various infrastructure needs.
  • Users value the ease of use of WSO2 API Platform, enjoying smooth integration and intuitive management features.
Cons
  • Users find the difficult configuration of WSO2 API Platform frustrating, as it demands significant time and expertise.
  • Users find the complex upgrade process of WSO2 API Platform time-consuming and challenging, especially with multiple configurations.
  • Users find the difficult setup process frustrating, citing the complexity and steep learning curve as major obstacles.
  • Users experience API limitations with errors in the developer portal and lack of RAML support causing frustration.
  • Users encounter technical issues and time-consuming policy management on the WSO2 API Platform, impacting the developer experience.

What Are Recent G2 Reviews of WSO2 API Platform?

What Are G2 Users Discussing About WSO2 API Platform?

Tyk

Tyk powers AI-connected enterprises as the only API management platform with native Model Context Protocol (MCP) support. Trusted by Fortune 500 companies who require secure, governed AI model connectivity at billion-transaction scale, with the infrastructure controls enterprise architects demand: full Infrastructure as Code automation, policy-as-code governance, and declarative configuration across every environment. Available as cloud, self-hosted, or hybrid solutions, Tyk fits wherever your architecture lives today and scales to wherever AI takes you next. Tyk API Gateway Tyk’s enterprise-ready API gateway is built for speed, security, and scale. Tyk handles authentication, rate limiting, analytics, and traffic management across REST, GraphQL, gRPC, SOAP, and async protocols, with no feature lockout. Deploy in the cloud, on-premises, or hybrid environments, and manage the full API lifecycle from a single control plane. Trusted by thousands of organisations worldwide, Tyk is consistently benchmarked as one of the fastest gateways on the market. Tyk MCP Gateway Tyk MCP Gateway sits in front of remote MCP servers and applies authentication, granular access control, per-tool rate limiting, and full observability to every request. The architecture is additive: MCP proxies are managed alongside APIs in the same Tyk dashboard, using the same policies, key management, and tooling. With capabilities like tool-level rate limiting and filtered discovery, enterprises can deploy AI agents at scale without sacrificing security, compliance, or operational control. Tyk AI Studio Tyk AI Studio is an open source solution for routing, governing, and securing all AI traffic across your organization. It provides a single control plane for LLMs, agents, MCP toolchains, and RAG workloads, enforcing policies, tracking costs, and maintaining compliance. Features include multi-vendor model routing, PII redaction, RBAC, prompt injection protection, and complete audit trails. Available as a Community Edition or Enterprise Edition, it keeps AI infrastructure from becoming a bottleneck as models and standards evolve.

Average Rating: 4.5/5.0

Total Reviews: 50

Who Is the Company Behind Tyk?

  • Seller: Tyk Technologies
  • Company Website:
  • Year Founded: 2015
  • HQ Location: London, England
  • Twitter: @tyk_io
    2,198 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    138 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 55% Medium, 22% Large

What Do G2 Reviewers Say About Tyk?

AI-generated summary from verified user reviews

Pros
  • Users appreciate Tyk for its robust API management features, enhancing security, monitoring, and control over API usage.
  • Users appreciate Tyk's robust API management features, highlighting its security, monitoring, and exceptional customization capabilities.
  • Users value Tyk's platform flexibility, appreciating its customizable options and seamless integration with existing technologies.
  • Users value Tyk's robust API development features for securing, managing, and monitoring API interactions effectively.
  • Users highlight Tyk's seamless integration with existing tech stacks, making it a preferred choice for APIM solutions.
Cons
  • Users find the setup complexity of Tyk to be a significant challenge, requiring extra time for proper configuration.
  • Users find the setup and configuration of Tyk to be quite complex, which complicates the onboarding process and requires extra effort.
  • Users find the difficult configuration of Tyk to be complex, hindering a smooth onboarding experience.
  • Users find the difficult setup of Tyk to be complex, leading to a challenging onboarding experience.
  • Users find the documentation lacking, though Tyk's support team promptly addresses any queries that arise.

What Are Recent G2 Reviews of Tyk?

Portkey

Portkey is the essential control panel for AI-powered applications, trusted by thousands of dev teams worldwide. Our comprehensive suite includes: - AI Gateway: Seamlessly manage and route your AI requests - Guardrails: Ensure reliability and security in your AI operations - Observability Suite: Gain deep insights into your AI app performance - Prompt Management: Create, manage, version, and deploy prompts with ease across all AI providers. Improve your AI app development process with Portkey's reliable and cost-effective solution, designed for speed and performance.

Average Rating: 4.6/5.0

Total Reviews: 18

Who Is the Company Behind Portkey?

  • Seller: Palo Alto Networks
  • Year Founded: 2005
  • HQ Location: Santa Clara, CA
  • Twitter: @PaloAltoNtwks
    128,951 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23,492 employees on LinkedIn®
  • Ownership: NYSE: PANW

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 61% Small, 39% Medium

What Do G2 Reviewers Say About Portkey?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy integrations of Portkey, enhancing efficiency and simplifying AI project deployments.
  • Users value the ease of use of Portkey, appreciating its intuitive tools and seamless integration for better efficiency.
  • Users praise the smooth integration process of Portkey, appreciating clear documentation and responsive support throughout.
  • Users benefit from cost optimization with Portkey, effectively managing expenses through efficient resource routing and caching.
  • Users appreciate Portkey's smooth integration with large language models and excellent customer support, enhancing their AI development experience.
Cons
  • Users find poor documentation frustrating, often needing to troubleshoot issues independently without sufficient guidance.
  • Users report experiencing frequent software bugs in Portkey, which complicate usability and hinder the overall experience.
  • Users find the limited features of Portkey frustrating, particularly regarding destination control and advanced options.
  • Users find missing features like advanced analytics and data export options hinder the overall functionality of Portkey.
  • Users experience a lack of control over destination choices with Portkey, impacting flexibility during usage.

What Are Recent G2 Reviews of Portkey?

Amplify Platform

Axway Amplify is an enterprise integration and AI governance platform that helps organizations securely integrate, govern, and scale AI, APIs, applications, and data. Built on decades of experience in API management, managed file transfer (MFT), B2B integration, and enterprise security, Amplify provides the trusted foundation enterprises need to operationalize AI across complex hybrid and multi-cloud environments. As organizations adopt generative AI, agentic AI, and AI-powered applications, they face growing challenges around data access, governance, security, compliance, and control. Amplify addresses these challenges through AI gateway and AI governance capabilities that help organizations monitor, secure, and govern how AI models, agents, and applications interact with enterprise systems and sensitive data. Axway Amplify enables enterprises to connect APIs, applications, events, data sources, B2B ecosystems, and AI services from a unified platform. By bringing together integration, automation, orchestration, and governance capabilities, organizations can accelerate digital transformation, modernize operations, and deploy AI use cases with confidence. Key Capabilities AI Gateway and AI Governance – Secure, monitor, and control AI interactions with enterprise systems and data. Multi-pattern Integration – Connect APIs, applications, files, events, and B2B ecosystems across hybrid environments. API Management – Design, publish, secure, and manage APIs across multiple gateways, clouds, and teams. AI and Process Orchestration – Coordinate workflows across AI services, enterprise applications, and business processes. Enterprise Security and Compliance – Enforce governance, security policies, and regulatory requirements across data and AI interactions. Hybrid and Multi-Cloud Deployment – Operate consistently across on-premises, cloud, and multi-cloud environments. Organizations use Axway Amplify to scale AI without sacrificing governance, reduce integration complexity, automate business processes, improve operational efficiency, and maintain visibility and control across their digital ecosystem. Whether modernizing legacy systems, supporting data sovereignty requirements, or enabling enterprise AI initiatives, Amplify helps organizations innovate faster while protecting critical data and maintaining compliance.

Average Rating: 4.4/5.0

Total Reviews: 105

Who Is the Company Behind Amplify Platform?

  • Seller: Axway
  • Company Website:
  • Year Founded: 2001
  • HQ Location: Scottsdale, AZ
  • LinkedIn® Page: www.linkedin.com
    1,665 employees on LinkedIn®
  • Ownership: 74SW.PA

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Medium, 33% Small

What Do G2 Reviewers Say About Amplify Platform?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of Amplify Platform enhances their ability to configure and access multiple data products seamlessly.
  • Users appreciate the ease of integration with Amplify Platform, enabling seamless access to data products across multiple gateways.
  • Users value the unified API management of Amplify Platform, simplifying access and governance across multiple data gateways.
  • Users commend the excellent customer support of Amplify Platform, highlighting responsive and helpful teams that enhance the experience.
  • Users appreciate the well-structured and flexible design of Amplify Platform, significantly streamlining project data management and efficiency.
Cons
  • Users find the integration issues with Axway Amplify complex and time-consuming, impacting their overall setup experience.
  • Users find difficult learning curves in Amplify Platform, requiring training and preparation for effective use and integration.
  • Users find the Amplify Platform complex, especially in navigation and initial setup, which can be overwhelming for beginners.
  • Users find the difficult configuration process challenging, particularly for teams lacking API management experience.
  • Users find the learning difficulty challenging, particularly for less-experienced team members and complex setups.

What Are Recent G2 Reviews of Amplify Platform?

What Are G2 Users Discussing About Amplify Platform?

TrueFoundry

TrueFoundry is an Enterprise Platform as a Service that enables companies to build, observe, and govern Agentic AI applications securely, scalably, and with reliability through its AI Gateway and Agentic Deployment platform. Leading Fortune 1000 companies trust TrueFoundry to accelerate innovation and deliver AI at scale, with over 1 trillion tokens per day processed via the TrueFoundry AI Gateway and more than 1,000 clusters managed by its Agentic deployment platform. TrueFoundry’s vision is to become the central control plane for running Agentic AI at scale within enterprises, serving as the command center for enterprise AI. Headquartered in San Francisco, TrueFoundry operates across North America, Europe, and Asia-Pacific, supporting enterprise AI deployments for some of the world’s most innovative organizations. To learn more about TrueFoundry, visit truefoundry.com.

Average Rating: 4.6/5.0

Total Reviews: 58

Who Is the Company Behind TrueFoundry?

  • Seller: TrueFoundry
  • Company Website:
  • Year Founded: 2021
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    131 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 49% Medium, 36% Small

What Do G2 Reviewers Say About TrueFoundry?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of TrueFoundry, making deployment and management of ML models effortless and efficient.
  • Users appreciate the easy-to-use UI of TrueFoundry, enabling seamless model deployment and effective monitoring.
  • Users appreciate the exceptional customer support from TrueFoundry, noting their quick and responsive assistance during deployment challenges.
  • Users appreciate the seamless deployment process of TrueFoundry, finding it easy and efficient for their needs.
  • Users commend the easy integrations of TrueFoundry, enhancing deployment efficiency and collaboration across teams.
Cons
  • Users desire a no code/low code environment for LLM Ops and enhanced dashboard support for data pipelines.
  • Users find the complexity of TrueFoundry challenging, especially for advanced features and custom setups.
  • Users find TrueFoundry's features complex to learn, requiring significant setup and expertise for optimal use.
  • Users report deployment issues with Hugging Face models on TrueFoundry, suggesting a need for more fine-tuning options.
  • Users find the difficult setup process challenging, especially without prior cloud or Kubernetes experience.

What Are Recent G2 Reviews of TrueFoundry?

Azure API Management

Microsoft Azure API Management - Take any backend and publish an API in minutes! Transform it, protect it, promote it and monitor it in the cloud.

Average Rating: 4.2/5.0

Total Reviews: 31

Who Is the Company Behind Azure API Management?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 44% Large, 44% Medium

What Are Recent G2 Reviews of Azure API Management?

What Are G2 Users Discussing About Azure API Management?

HAProxy

HAProxy is an open-source software load balancer and reverse proxy for TCP, QUIC, and HTTP-based applications. It provides high availability, load balancing, and best-in-class SSL processing. HAProxy One is an application delivery and security platform that combines the HAProxy core with enterprise-grade security layers, management and orchestration, cloud-native integration, and more. Platform components: HAProxy Enterprise: a flexible data plane layer for TCP, UDP, QUIC, and HTTP-based applications that provides high-performance load balancing, high availability, an API/AI gateway, container networking, SSL processing, DDoS protection, bot detection and mitigation, global rate limiting, and a web application firewall (WAF). HAProxy Fusion: a scalable control plane that provides full-lifecycle management, observability, and automation of multi-cluster, multi-cloud, and multi-team HAProxy Enterprise deployments, with infrastructure integration for AWS, Kubernetes, Consul, and Prometheus. HAProxy Edge: a globally distributed application delivery network that provides fully managed application delivery and security services, a secure partition between external traffic and origin networks, and threat intelligence enhanced by machine learning that powers the security layers in HAProxy Fusion and HAProxy Enterprise. Learn more at HAProxy.com

Average Rating: 4.7/5.0

Total Reviews: 907

Who Is the Company Behind HAProxy?

  • Seller: HAProxy
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Newton, MA
  • Twitter: @HAProxy
    21,218 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    125 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 42% Medium, 35% Large

What Do G2 Reviewers Say About HAProxy?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy implementation and effective workload balancing capabilities of HAProxy for traffic management.
  • Users find HAProxy to be exceptionally reliable and fast, enhancing their data security and operational efficiency.
  • Users appreciate the ease of use of HAProxy, finding its intuitive setup and stats page very helpful.
  • Users highlight HAProxy's high performance, appreciating its robust data transmission and seamless operations for reliable web management.
  • Users appreciate HAProxy for its high performance and low latency, making it a reliable choice for load balancing.
Cons
  • Users face difficult configuration challenges with HAProxy, struggling with complex syntax and readability of files.
  • Users find HAProxy's steep learning curve challenging, particularly for beginners in load balancing or networking.
  • Users find the complex setup of HAProxy challenging, requiring time and effort to overcome initial difficulties.
  • Users find the complex configuration of HAProxy to be challenging, particularly for newcomers to load balancing.
  • Users find HAProxy's complexity daunting, especially regarding configuration and debugging in advanced environments.

What Are Recent G2 Reviews of HAProxy?

What Are G2 Users Discussing About HAProxy?

Helicone

Helicone is an open-source observability platform designed to empower developers working with Large Language Models . It offers comprehensive tools for logging, monitoring, debugging, and analyzing AI applications, enabling developers to optimize performance, manage costs, and enhance reliability. With a simple one-line integration, Helicone provides real-time insights into LLM usage across various providers, including OpenAI, Anthropic, and LangChain. Key Features and Functionality: - Centralized Observability: Helicone captures and visualizes detailed logs and metrics across all LLM deployments, offering tools for prompt management, performance tracing, and debugging. - LLM Performance Optimization: The platform supports prompt experimentation, success rate tracking, and fine-tuning, allowing continuous improvement of response quality and efficiency. - Flexible Data Management: Helicone offers deployment options for dedicated instances, hybrid cloud integrations, or self-hosted environments, ensuring data privacy and compliance with standards. - Prompt Management: Features include prompt versioning, testing, and templates to streamline the development and iteration of AI prompts. - Instant Analytics: Provides detailed metrics such as latency, cost, and time to first token, enabling data-driven decision-making for AI application optimization. Primary Value and Problem Solved: Helicone addresses the challenges developers face in deploying and managing LLMs by offering a unified platform for observability. It simplifies the operational aspects of AI applications, providing transparency and control over performance, cost, and user interactions. By integrating Helicone, developers can efficiently monitor, debug, and optimize their AI systems, leading to more reliable and cost-effective deployments.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Helicone?

  • Seller: Helicone
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Helicone?

AI-generated summary from verified user reviews

Pros
  • Users find Helicone to be easy to implement, enhancing their project integration with minimal effort needed.
  • Users love the accuracy of Helicone in tracking usage, costs, and latency metrics effectively.
  • Users value the affordability of Helicone, appreciating its cost-effective solutions for LLM usage tracking and alerts.
  • Users commend the excellent customer support of Helicone, enhancing their overall experience with the platform.
  • Users find Helicone's implementation ease beneficial, facilitating effortless integration into various projects and applications.
Cons
  • Users find that the complexity of implementing custom LLM proxies presents significant challenges in utilizing Helicone effectively.
  • Users note the limited features of Helicone, expressing a need for more options and functionality.
  • Users find the slow processing during uploads frustrating, affecting overall efficiency and productivity.

What Are Recent G2 Reviews of Helicone?

Stacklok

Stacklok offers a self-hosted, Kubernetes-native platform for AI agent hosting and governance. Stacklok helps leaders across functions deepen AI agent adoption by their teams. At our customers, Engineering leaders are surfacing new measures of AI impact, HR leaders are shifting time from low-value operations to high-impact people programs, and Finance leaders are closing quarters in a fraction of the time. That's because we're connecting their AI agents to their sensitive business data and systems, so they're more powerful and better governed. And our Applied AI Engineers embed with customers at every step, ensuring they achieve their business objectives and use AI agents as a competitive advantage. In a market with a lot of hype, Stacklok is proving it understands real enterprise requirements. Our CEO, Craig McLuckie and CTO, Joe Beda were co-creators of Kubernetes and co-founders of Heptio. We are maintainers of the official Model Context Protocol registry. Our own popular open source MCP platform, ToolHive, has external maintainers and a growing community of contributors. And our platform is trusted to run AI agents in production at multiple Global 2000 enterprises.

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind Stacklok?

  • Seller: Stacklok
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Seattle, US
  • LinkedIn® Page: www.linkedin.com
    37 employees on LinkedIn®
  • Ownership: CEO, Craig McLuckie and CTO, Joe Beda are also the co-creators of Kubernetes

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Stacklok?

Gravitee.io

Gravitee is an Agent Management platform that helps organizations adopt AI securely and at scale. It gives teams a single place to discover, govern, secure, and observe the agents, models, MCP servers, tools, prompts, and APIs that power modern AI applications. Built for enterprises becoming agent-first, Gravitee combines AI Gateway capabilities, agent identity, fine-grained authorization, observability, and asset cataloging into one platform. Teams can control how agents access models, tools, APIs, and data while maintaining visibility, security, and compliance across every interaction. Unlike point solutions that focus on only models or gateways, Gravitee brings together AI agents, APIs, and event-driven systems under a unified management layer. This allows organizations to expose their capabilities to both humans and AI agents while applying consistent governance and control. Trusted by more than 100 organizations worldwide including Michelin and EY , Gravitee helps enterprises move faster with AI while maintaining confidence in security, cost management, and operational visibility.

Average Rating: 4.7/5.0

Total Reviews: 41

Who Is the Company Behind Gravitee.io?

  • Seller: Gravitee.io
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Boulder, US
  • Twitter: @GraviteeIO
    944 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    233 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 41% Large, 34% Medium

What Do G2 Reviewers Say About Gravitee.io?

AI-generated summary from verified user reviews

Pros
  • Users value the great support from Gravitee.io, making API management easier for product owners.
  • Users find Gravitee.io easy to use, making API management straightforward for product owners with various features available.
  • Users value the ease of use and extensive features of Gravitee.io for effective API management.
  • Users appreciate the reasonable subscription cost of Gravitee.io, making it a cost-effective solution for their needs.
  • Users value the user-friendly interface and abundant features of Gravitee.io, enhancing API management and support.
Cons
  • Users feel the user experience could be improved, as finding certain features can be challenging.
  • Users feel that the poor UI makes navigation difficult and complicates the use of important features.
  • Users feel the UX could be better, noting difficulties in locating some features easily.

What Are Recent G2 Reviews of Gravitee.io?

What Are G2 Users Discussing About Gravitee.io?

KrakenD API Gateway

KrakenD is the next-generation API Gateway built for high-performance, large-scale environments. Its stateless, database-free architecture enables true linear scalability with minimal infrastructure and no external dependencies. You can deploy KrakenD anywhere, scale without coordination, and operate efficiently using GitOps workflows and declarative configurations. It supports a wide range of protocols and patterns—REST, gRPC, GraphQL, WebSockets, SOAP, Backend For Frontend (BFF), and more—without middleware bloat. Teams use KrakenD to aggregate responses, transform data, enforce security, and simplify complex API topologies into a single, maintainable layer. No custom services, no unnecessary logic on the frontend. KrakenD avoids per-request pricing and opaque licensing. Instead, it offers predictable flat-rate plans that scale with your architecture, not your traffic. Whether you're modernizing from legacy systems or consolidating fragmented APIs, KrakenD gives you performance, flexibility, and full control over your API infrastructure.

Average Rating: 4.7/5.0

Total Reviews: 63

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Free 2-month trial of KrakenD Enterprise. Includes all advanced API Gateway features: gRPC, WebSockets, API Keys, OpenAPI, AI-powered traffic control, security policies, and more. Ideal for teams scaling or modernizing their API infrastructure.

Price: Free 2-month Enterprise license

View this exclusive G2 deal

Who Is the Company Behind KrakenD API Gateway?

  • Seller: KrakenD
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Barcelona, Catalonia, Spain
  • Twitter: @krakend_io
    744 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 54% Medium, 32% Small

What Do G2 Reviewers Say About KrakenD API Gateway?

AI-generated summary from verified user reviews

Pros
  • Users value the excellent customer support from KrakenD, appreciating their helpfulness and commitment to finding solutions.
  • Users highlight the ease of use of KrakenD API Gateway, enjoying its simple configuration and integration capabilities.
  • Users appreciate the ease of implementation, noting simple installation and flexible configuration with excellent documentation.
  • Users appreciate the high performance of KrakenD API Gateway, finding it reliable and easy to configure.
  • Users appreciate the simple installation and excellent documentation of KrakenD, enhancing their API gateway experience significantly.
Cons
  • Users find limited API monetization alternatives, with few options available for effective plugin integration.
  • Users struggle with difficult configuration in KrakenD, as debugging config files can be unclear and cumbersome.
  • Users find the inadequate logging limits customisation and hampers debugging capabilities during local development.
  • Users wish for more connector options in KrakenD to enhance operational integration and streamline workflows.
  • Users find the integration issues with RabbitMQ disappointing, as it's not robust for complex use cases.

What Are Recent G2 Reviews of KrakenD API Gateway?

What Are G2 Users Discussing About KrakenD API Gateway?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated March 24, 2026