# Best AI Gateways Software

## How Many AI Gateways Software Products Does G2 Track?

**Total Products under this Category:** 46

### Category Stats (Jul 2026)

- **Average Rating:** 4.48/5 (↓0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Cloudflare Application Security and Performance (+0.18%) - Among all products in this category, Cloudflare Application Security and Performance recorded the largest rating increase compared to last month

_Last updated: July 31, 2026_

## How Does G2 Rank AI Gateways Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 4,800+ Authentic Reviews
- 46+ 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.

**Sponsored**

### CData Connect AI

CData Connect AI is the first managed MCP platform built for enterprise AI. It delivers live, governed access to hundreds of data sources—databases, SaaS apps, ERPs, and APIs—through a standardized relational interface. It closes three critical gaps: Connectivity with real-time, in-place data access and full read/write capabilities; Context through semantic intelligence so AI understands your business terms and data relationships; and Control via passthrough authentication, audit trails, and policy enforcement. The result is AI that can act on enterprise data—securely, accurately, and at scale.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1013361&secure%5Bchosen_at%5D=2026-07-31T12%3A17%3A38Z&secure%5Bdisplayable_resource_id%5D=1013361&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1013361&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=151045&secure%5Bresource_id%5D=1013361&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fai-gateways%3Fopen_modal_url%3D%252Fproducts%252Fportkey%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fai-gateways%2526source%253Dcategory&secure%5Btoken%5D=f0b9659c711acf2dfb0bc5cce915b82e06a3946504ac04d0757441add02e1d24&secure%5Burl%5D=https%3A%2F%2Fwww.cdata.com%2Fai%2F%3Futm_source%3Dg2%26utm_medium%3Dsponsored-link%26utm_campaign%3Dconnect-ai-clicks&secure%5Burl_type%5D=free_trial)

### [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews)

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:** 4.5/5.0

**Total Reviews:** 657

#### Who Is the Company Behind MuleSoft Anypoint Platform?

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** www.salesforce.com
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce  
579,511 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c04f36289ca03aeff007197f1d9e74e925e328ed6bcfaff98911c78b3ab382f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3185%2F&secure%5Burl_type%5D=linkedin_company_website)  
83,223 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:** 57% 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 efficient for their data integration needs.
- Users appreciate the **easy integration capabilities** of MuleSoft Anypoint Platform, enhancing API management and workflow efficiency.
- Users value the **ease of integration** with MuleSoft Anypoint Platform, streamlining API management and implementation.
- Users love the **clean UI and comprehensive features** of MuleSoft Anypoint Platform for seamless API management.
- Users appreciate the **easy integrations** with MuleSoft Anypoint Platform, enabling seamless connectivity between various systems.

##### Cons

- Users find MuleSoft Anypoint to be **quite expensive** , making it less accessible for smaller projects and companies.
- 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 accustomed to other tools.
- Users find **learning difficulty** with MuleSoft Anypoint Platform due to the need for advanced development skills.
- 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?

**["Powerful DataWeave, Rich Connectors, and Strong API Governance with MuleSoft"](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12850876)**

**Rating:** 5.0/5.0 stars

_— Abhay K._

[Read full review](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12850876)

**["Easy API Development with Strong Integrations and Great Documentation"](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12939746)**

**Rating:** 5.0/5.0 stars

_— Abhay K._

[Read full review](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12939746)

#### What Are G2 Users Discussing About MuleSoft Anypoint Platform?

- [What is MuleSoft Anypoint Platform used for?](https://www.g2.com/discussions/what-is-mulesoft-anypoint-platform-used-for) - 2 comments, 1 upvote
- [What is the use of exchange in Anypoint platform?](https://www.g2.com/discussions/what-is-the-use-of-exchange-in-anypoint-platform)
- [Is MuleSoft an integration platform?](https://www.g2.com/discussions/is-mulesoft-an-integration-platform) - 1 upvote
- [Who can use Data Loader Salesforce?](https://www.g2.com/discussions/who-can-use-data-loader-salesforce)
- [What is MuleSoft platform?](https://www.g2.com/discussions/what-is-mulesoft-platform)

### [Databricks](https://www.g2.com/products/databricks/reviews)

Databricks is a unified data and AI platform that helps organizations build, govern and scale data pipelines, analytics, machine learning, AI applications and agents. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and 70% of the Fortune 500 — rely on Databricks to work with enterprise data and AI at scale. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified platform that includes Agent Bricks, Lakeflow, Lakehouse, Lakebase, Genie 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:** 1,326

#### Who Is the Company Behind Databricks?

- **Seller:** [Databricks Inc.](https://www.g2.com/sellers/databricks-inc)
- **Company Website:** databricks.com
- **Year Founded:** 2013
- **HQ Location:** San Francisco, CA
- **Twitter:** @databricks  
92,269 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bddca64732f61b923d96364e8c8eb35711aab4f98797cb00ab071ff24fbdd392&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3477522%2F&secure%5Burl_type%5D=linkedin_company_website)  
15,627 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer, Data Analyst
- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 48% Large, 38% Medium

#### What Do G2 Reviewers Say About Databricks?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** and **comprehensive features** of Databricks for data warehousing and ML applications.
- Users praise the **ease of use** of Databricks, enhancing their experience with intuitive interfaces and reliable services.
- Users appreciate the **seamless integrations** of Databricks with AWS and other tools, enhancing daily operations and efficiency.
- Users value the **seamless collaboration** offered by Databricks, enhancing teamwork on data projects with real-time insights.
- Users praise the **integrated analytical features** of Databricks, enhancing collaborative data processing and insight visualization.

##### Cons

- Users note a **steep learning curve** initially, with confusing permissions and compute modes affecting usability.
- Users note that the **costs can be quite high** for utilizing Databricks effectively, especially for large data projects.
- Users find a **steep learning curve** with Databricks, especially challenging for newcomers to big data tools.
- Users find the **complexity** of Databricks challenging, especially for smaller teams and initial setup processes.
- Users face **complex setup** challenges initially, though support helps simplify the experience over time.

#### What Are Recent G2 Reviews of Databricks?

**["Databricks Streamlines ETL and Analytics with Scalable Notebooks"](https://www.g2.com/survey_responses/databricks-review-13181721)**

**Rating:** 5.0/5.0 stars

_— Diana C._

[Read full review](https://www.g2.com/survey_responses/databricks-review-13181721)

**["Helpful for Managing and Analyzing Operational Data"](https://www.g2.com/survey_responses/databricks-review-13090803)**

**Rating:** 4.5/5.0 stars

_— Vishaka C._

[Read full review](https://www.g2.com/survey_responses/databricks-review-13090803)

#### What Are G2 Users Discussing About Databricks?

- [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) - 3 comments, 1 upvote
- [What is Databricks unified analytics platform?](https://www.g2.com/discussions/what-is-databricks-unified-analytics-platform) - 3 comments
- [What is Lakehouse in Databricks?](https://www.g2.com/discussions/what-is-lakehouse-in-databricks) - 4 comments, 2 upvotes
- [What are the features of Databricks?](https://www.g2.com/discussions/what-are-the-features-of-databricks) - 4 comments, 2 upvotes

### [Cloudflare Application Security and Performance](https://www.g2.com/products/cloudflare-application-security-and-performance/reviews)

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:** 632

#### Who Is the Company Behind Cloudflare Application Security and Performance?

- **Seller:** [Cloudflare, Inc.](https://www.g2.com/sellers/cloudflare-inc)
- **Company Website:** www.cloudflare.com
- **Year Founded:** 2009
- **HQ Location:** San Francisco, California
- **Twitter:** @Cloudflare  
286,254 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9ff5cfe687bc4033753bbb82d49b4ac651d4582458542d4a881a39a74fc7cad2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F407222%2F&secure%5Burl_type%5D=linkedin_company_website)  
7,190 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Web Developer, Software Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 60% Small, 27% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Cloudflare for its **robust security features** , including automatic DDoS protection and a helpful Web Application Firewall.
- Users appreciate the **ease of use** of Cloudflare, with an intuitive dashboard simplifying security and performance management.
- Users appreciate the **user-friendly interface** and comprehensive features of Cloudflare, streamlining security and performance management.
- Users commend the **enhanced performance** of Cloudflare, noting faster page loads and seamless integration for website security.
- Users value the **effective DDoS protection** from Cloudflare, ensuring peace of mind with enhanced application security.

##### Cons

- Users find the **complex user interface** challenging, especially when navigating advanced features and configurations effectively.
- Users find the platform **expensive** , especially as many useful features require upgrading to higher-priced plans.
- Users experience a **complex setup** requiring extra time, making it less friendly for those unfamiliar with security configurations.
- Users find the **complexity** of advanced configurations challenging, especially for those new to security platforms.
- Users note a **steep learning curve** for advanced features, which can complicate their overall experience with Cloudflare.

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

**["Unified Security and Performance Platform That Delivers Fast, Reliable Results"](https://www.g2.com/survey_responses/cloudflare-application-security-and-performance-review-13184266)**

**Rating:** 4.5/5.0 stars

_— Atharva S._

[Read full review](https://www.g2.com/survey_responses/cloudflare-application-security-and-performance-review-13184266)

**["Enterprise-Grade Security and Global Performance in One Cloudflare Platform"](https://www.g2.com/survey_responses/cloudflare-application-security-and-performance-review-13168803)**

**Rating:** 5.0/5.0 stars

_— Sai Sumanth C._

[Read full review](https://www.g2.com/survey_responses/cloudflare-application-security-and-performance-review-13168803)

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

- [What is Cloudflare Spectrum used for?](https://www.g2.com/discussions/what-is-cloudflare-spectrum-used-for) - 1 comment
- [What is Cloudflare Bot Management used for?](https://www.g2.com/discussions/what-is-cloudflare-bot-management-used-for)
- [Does Cloudflare provide hosting?](https://www.g2.com/discussions/does-cloudflare-provide-hosting) - 2 comments
- [How good is Cloudflare DNS?](https://www.g2.com/discussions/how-good-is-cloudflare-dns) - 1 comment, 1 upvote
- [What does DDoS protection do?](https://www.g2.com/discussions/what-does-ddos-protection-do)

### [Kong Konnect](https://www.g2.com/products/kong-inc-kong-konnect/reviews)

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:** 320

#### Who Is the Company Behind Kong Konnect?

- **Seller:** [Kong Inc](https://www.g2.com/sellers/kong-inc)
- **Company Website:** konghq.com
- **Year Founded:** 2017
- **HQ Location:** San Francisco, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cd396301e82719389c3b31228f84f3f45e8f2a782cecbd2440f12d09119142dd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F278819%2F&secure%5Burl_type%5D=linkedin_company_website)  
974 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:** 40% Medium, 31% Small

#### What Do G2 Reviewers Say About Kong Konnect?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use** in Kong Konnect exceptional, thanks to its thorough documentation and configuration tools.
- Users commend Kong Konnect for its **robust security features** , ensuring reliable protection for their APIs and microservices.
- Users value the **unmatched extensibility via plugins** in Kong Konnect, enabling complete control over API traffic.
- Users appreciate the **scalability** of Kong Konnect, easily managing APIs and maintaining performance across environments.
- Users value the **ease of integration and robust features** of Kong Konnect, enhancing customization and functionality.

##### Cons

- Users struggle with **poor documentation** , finding it fragmented and hard to navigate for complex use cases.
- Users note a **lack of AI features** and limited plugins in Kong Konnect, impacting overall functionality and experience.
- Users express a need for **detailed learning resources** and mention the lack of analytics and complex licensing as drawbacks.
- Users note the **limited features** of Kong Konnect, often facing missing functionalities that affect their overall experience.
- Users find the **expensive features** of Kong Konnect limiting, especially with essential tools locked behind paywalls.

#### What Are Recent G2 Reviews of Kong Konnect?

**["Kong - the big guy that simplify your routes"](https://www.g2.com/survey_responses/kong-konnect-review-7711945)**

**Rating:** 4.5/5.0 stars

_— Mostafa A._

[Read full review](https://www.g2.com/survey_responses/kong-konnect-review-7711945)

**["From Product Creation to Future Market Dominance"](https://www.g2.com/survey_responses/kong-konnect-review-9756107)**

**Rating:** 5.0/5.0 stars

_— Anshul A._

[Read full review](https://www.g2.com/survey_responses/kong-konnect-review-9756107)

#### What Are G2 Users Discussing About Kong Konnect?

- [What is Kong API Gateway used for?](https://www.g2.com/discussions/what-is-kong-api-gateway-used-for)
- [What is the use of Kong API gateway?](https://www.g2.com/discussions/what-is-the-use-of-kong-api-gateway) - 1 comment, 1 upvote
- [What is Kong API management?](https://www.g2.com/discussions/what-is-kong-api-management) - 1 comment
- [Is Kong Devops tool?](https://www.g2.com/discussions/is-kong-devops-tool) - 6 comments
- [What does KONG software do?](https://www.g2.com/discussions/what-does-kong-software-do) - 3 comments, 1 upvote

### [WSO2 API Platform](https://www.g2.com/products/wso2-api-platform/reviews)

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](https://www.g2.com/sellers/wso2)
- **Company Website:** wso2.com
- **Year Founded:** 2005
- **HQ Location:** Mountain View, CA
- **Twitter:** @wso2  
12,751 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3f3cca027d909244035af3c393312356959e262d759c9f2fe89c77432c422808&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F66028%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,254 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, 33% Large

#### What Do G2 Reviewers Say About WSO2 API Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **comprehensive API lifecycle management** of WSO2 API Platform, enabling seamless creation to governance.
- Users value the **comprehensive API lifecycle management** capabilities of WSO2 API Platform, enhancing their development efficiency significantly.
- Users value the **fast and efficient API development** process enabled by WSO2 API Platform's advanced features and scalability.
- Users value the **deep customization options** of WSO2 API Platform, allowing for tailored solutions to meet specific needs.
- Users value the **comprehensive documentation** of WSO2 API Platform, making implementation and learning more accessible.

##### Cons

- Users report **API limitations** in WSO2 API Platform, facing errors and lacking support for RAML specifications.
- Users note the **complexity** of WSO2 API Platform, especially during upgrades and advanced configuration, causing a steep learning curve.
- Users find the **difficult configuration** of WSO2 API Platform frustrating due to its steep learning curve and complexity.
- Users experience **technical issues on the developer portal** , causing frustrations during API testing and management.
- Users encounter **bugs and confusion** in the WSO2 API Platform, affecting usability and API testing experiences.

#### What Are Recent G2 Reviews of WSO2 API Platform?

**["Flexible and Reliable Platform for API Management"](https://www.g2.com/survey_responses/wso2-api-platform-review-6695482)**

**Rating:** 4.5/5.0 stars

_— Bakkesh A._

[Read full review](https://www.g2.com/survey_responses/wso2-api-platform-review-6695482)

**["Best API Management platform with AI Capabilities"](https://www.g2.com/survey_responses/wso2-api-platform-review-6898315)**

**Rating:** 4.5/5.0 stars

_— Dipti B._

[Read full review](https://www.g2.com/survey_responses/wso2-api-platform-review-6898315)

#### What Are G2 Users Discussing About WSO2 API Platform?

- [What is your primary use case for WSO2 API Manager, and how has it impacted your API management?](https://www.g2.com/discussions/what-is-your-primary-use-case-for-wso2-api-manager-and-how-has-it-impacted-your-api-management)
- [What is WSO2 API Manager used for?](https://www.g2.com/discussions/what-is-wso2-api-manager-used-for)
- [What is wso2 API gateway?](https://www.g2.com/discussions/what-is-wso2-api-gateway)
- [What does an API manager do?](https://www.g2.com/discussions/what-does-an-api-manager-do)
- [How do I use wso2 API Manager?](https://www.g2.com/discussions/how-do-i-use-wso2-api-manager)

### [Portkey](https://www.g2.com/products/portkey/reviews)

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:** 19

#### Who Is the Company Behind Portkey?

- **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks)
- **Year Founded:** 2005
- **HQ Location:** Santa Clara, CA
- **Twitter:** @PaloAltoNtwks  
128,951 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=283fa006a7b7db5565e608e4d1bc1dafae45bdf4b312f2cd5bb208ac9271f81d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F30086%2F&secure%5Burl_type%5D=linkedin_company_website)  
22,313 employees on LinkedIn®
- **Ownership:** NYSE: PANW

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 58% Small, 37% Medium

#### What Do G2 Reviewers Say About Portkey?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **seamless integration process** of Portkey, with smooth implementation and responsive support enhancing their experience.
- Users value the **ease of use** of Portkey, appreciating its smooth integration and intuitive dashboard for API management.
- Users value the **easy integration** of Portkey, which simplifies API management and accelerates AI deployment processes.
- Users commend the **responsive customer support** of Portkey, receiving real answers from knowledgeable engineers swiftly.
- Users appreciate the **seamless integration** and **friendly support** of Portkey, enhancing their AI development experience.

##### Cons

- Users note the **limited features** of Portkey, particularly in advanced analytics and customization options.
- Users highlight **missing features** like advanced analytics and flexible GUI documentation, affecting overall usability of Portkey.
- Users find the **poor documentation** of Portkey frustrating, leading to confusion and reliance on self-discovery.
- Users report a **lack of control** in last-minute destination choices, impacting the flexibility of Portkey's functionality.
- Users find the **complexity of Portkey** challenging for newcomers, compounded by bugs and insufficient documentation.

#### What Are Recent G2 Reviews of Portkey?

**["Unified LLM Gateway with Powerful Observability and Reliability"](https://www.g2.com/survey_responses/portkey-review-13133803)**

**Rating:** 4.5/5.0 stars

_— Ravindra N._

[Read full review](https://www.g2.com/survey_responses/portkey-review-13133803)

**["Portkey Brings Observability, Control, and Cost Clarity to LLMOps"](https://www.g2.com/survey_responses/portkey-review-12546365)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/portkey-review-12546365)

### [Tyk](https://www.g2.com/products/tyk/reviews)

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](https://www.g2.com/sellers/tyk-technologies)
- **Company Website:** tyk.io
- **Year Founded:** 2015
- **HQ Location:** London, England
- **Twitter:** @tyk\_io  
2,198 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9e49115ea6575896ac7c98f5bcab24681268ff53f9ec57fbe5d6249ecf4652b8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftyk%2F&secure%5Burl_type%5D=linkedin_company_website)  
136 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 53% Medium, 22% Large

#### What Do G2 Reviewers Say About Tyk?

_AI-generated summary from verified user reviews_

##### Pros

- Users value Tyk for its **robust API management features** , enhancing security, monitoring, and scalability of their APIs.
- Users highlight Tyk's **robust features** for effective API management, security, and insightful usage tracking.
- Users appreciate Tyk's **platform flexibility** , valuing its on-premise options and seamless integration with existing technologies.
- Users appreciate Tyk's **robust API security and monitoring features** , enhancing control and insights into usage patterns.
- Users love Tyk for its **easy setup on Kubernetes** and excellent integration with existing technology stacks.

##### Cons

- Users find the **setup and configuration process of Tyk quite complex** , often requiring extra time and resources.
- Users find the **setup and configuration of Tyk quite complex** , often requiring extra time and resources for proper installation.
- Users find the **difficult configuration** of Tyk to complicate setup, requiring extra time and resources for proper installation.
- Users find the **difficult setup** of Tyk complex, often requiring extra time and resources for proper configuration.
- Users find the **documentation lacking** , but appreciate the responsive support from the Tyk team to resolve queries.

#### What Are Recent G2 Reviews of Tyk?

**["Flexible, Reliable API Gateway That Scales Smoothly"](https://www.g2.com/survey_responses/tyk-review-13173575)**

**Rating:** 4.0/5.0 stars

_— Shubham C._

[Read full review](https://www.g2.com/survey_responses/tyk-review-13173575)

**["Powerful API Management with Strong DevOps Integration"](https://www.g2.com/survey_responses/tyk-review-13151364)**

**Rating:** 4.0/5.0 stars

_— Awanish C._

[Read full review](https://www.g2.com/survey_responses/tyk-review-13151364)

### [Amplify Platform](https://www.g2.com/products/amplify-platform/reviews)

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](https://www.g2.com/sellers/axway)
- **Company Website:** www.axway.com
- **Year Founded:** 2001
- **HQ Location:** Scottsdale, AZ
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=793ff0681898a76f2fb8db643aef6f4cf7200b305d8bec0dd2d48f9a16e82c10&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F162610%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,654 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:** 46% Medium, 32% Small

#### What Do G2 Reviewers Say About Amplify Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Amplify Platform, appreciating its simplicity and clear documentation for setup.
- Users value the **ease of integration** with Amplify Platform, facilitating smooth access to diverse data products.
- Users appreciate the **unified API management** in Amplify Platform, simplifying integration and enhancing governance across multiple gateways.
- Users commend the **excellent customer support** of Amplify Platform, appreciating responsive teams that assist effortlessly.
- Users appreciate the **well-structured platform** of Amplify, significantly streamlining project management and enhancing data centralization.

##### Cons

- Users face **integration issues** with Axway Amplify, finding the initial setup complex and time-consuming.
- Users find the **difficult learning** curve challenging, needing time and training to effectively utilize the Amplify Platform.
- Users find the Amplify Platform **complex to navigate** , especially beginners, leading to a daunting initial experience.
- Users struggle with **difficult configuration** on the Amplify Platform, finding the setup process challenging and complex.
- Users find the **learning difficulty** challenging, particularly for less-experienced team members requiring extensive setup and understanding.

#### What Are Recent G2 Reviews of Amplify Platform?

**["very good API Gateway, trustful and future oriented cooperation between client and vendor"](https://www.g2.com/survey_responses/amplify-platform-review-5015024)**

**Rating:** 4.5/5.0 stars

_— Volker S._

[Read full review](https://www.g2.com/survey_responses/amplify-platform-review-5015024)

**["Centralized Integration with Strong Governance"](https://www.g2.com/survey_responses/amplify-platform-review-12936091)**

**Rating:** 4.5/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/amplify-platform-review-12936091)

#### What Are G2 Users Discussing About Amplify Platform?

- [What is API management used for?](https://www.g2.com/discussions/axway-amplify-api-management-what-is-api-management-used-for)
- [What are the features of API gateway?](https://www.g2.com/discussions/what-are-the-features-of-api-gateway)
- [What is the Axway platform?](https://www.g2.com/discussions/what-is-the-axway-platform)
- [What is axway API Manager?](https://www.g2.com/discussions/what-is-axway-api-manager)

### [TrueFoundry](https://www.g2.com/products/truefoundry/reviews)

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:** 59

#### Who Is the Company Behind TrueFoundry?

- **Seller:** [TrueFoundry](https://www.g2.com/sellers/truefoundry)
- **Company Website:** www.truefoundry.com
- **Year Founded:** 2021
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2adf1e5a43bdf801a9ca9bc59ceb8fea671d8a3430dfa057f7061a36bc960977&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftruefoundry%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
108 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 48% Medium, 35% Small

#### What Do G2 Reviewers Say About TrueFoundry?

_AI-generated summary from verified user reviews_

##### Pros

- Users find TrueFoundry to be **extremely easy to use** , streamlining ML model deployment and management effortlessly.
- Users value the **streamlined deployment process** and intuitive platform of TrueFoundry, enhancing their model management experience.
- Users appreciate the **time-saving features** of TrueFoundry, enabling faster deployment and management of ML models.
- Users commend the **easy setup** of TrueFoundry, facilitating quick onboarding and seamless project initiation.
- Users value the **efficiency** of TrueFoundry, which simplifies ML model management and accelerates deployment processes.

##### Cons

- Users find TrueFoundry's setup to be **a bit complex to learn** , particularly for custom workflows and advanced features.
- Users feel there are **deployment issues** with TrueFoundry, particularly with Hugging Face model integration and automation.
- Users find the **difficult setup** process challenging, particularly without prior cloud or Kubernetes knowledge.
- Users note **insufficient learning resources** , particularly in documentation and UI polish, hindering a smoother experience.
- Users note that the platform has **lacking features** and documentation, which detracts from a smoother experience.

#### What Are Recent G2 Reviews of TrueFoundry?

**["Exceptional Prototyping Speed with One-Click Deployments and Branch-Based Iteration"](https://www.g2.com/survey_responses/truefoundry-review-12739746)**

**Rating:** 5.0/5.0 stars

_— Tara B._

[Read full review](https://www.g2.com/survey_responses/truefoundry-review-12739746)

**["Simplified Kubernetes ML Deployments That Boost Productivity"](https://www.g2.com/survey_responses/truefoundry-review-13126536)**

**Rating:** 4.5/5.0 stars

_— Ravindra N._

[Read full review](https://www.g2.com/survey_responses/truefoundry-review-13126536)

### [Azure API Management](https://www.g2.com/products/azure-api-management/reviews)

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](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft  
13,091,739 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website)  
231,632 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?

**["Centralized, Scalable, and Secure"](https://www.g2.com/survey_responses/azure-api-management-review-12857571)**

**Rating:** 4.0/5.0 stars

_— Mohit G._

[Read full review](https://www.g2.com/survey_responses/azure-api-management-review-12857571)

**["Strong Azure Integration with Reliable Performance and Scalable API Security"](https://www.g2.com/survey_responses/azure-api-management-review-12982317)**

**Rating:** 4.0/5.0 stars

_— Chitransh M._

[Read full review](https://www.g2.com/survey_responses/azure-api-management-review-12982317)

#### What Are G2 Users Discussing About Azure API Management?

- [What is product in Azure API management?](https://www.g2.com/discussions/what-is-product-in-azure-api-management)
- [What does API management include?](https://www.g2.com/discussions/what-does-api-management-include)
- [What is the use of API management in Azure?](https://www.g2.com/discussions/what-is-the-use-of-api-management-in-azure)
- [What is Azure API management features?](https://www.g2.com/discussions/what-is-azure-api-management-features)

### [HAProxy](https://www.g2.com/products/haproxy/reviews)

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:** 897

#### Who Is the Company Behind HAProxy?

- **Seller:** [HAProxy](https://www.g2.com/sellers/haproxy)
- **Company Website:** www.haproxy.com
- **Year Founded:** 2013
- **HQ Location:** Newton, MA
- **Twitter:** @HAProxy  
21,218 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=242d3af26bcc54eebdb77a8e8d44206cd44c8ee591f0479cf903e79e320a8651&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1032008%2F&secure%5Burl_type%5D=linkedin_company_website)  
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, 36% Large

#### What Do G2 Reviewers Say About HAProxy?

_AI-generated summary from verified user reviews_

##### Pros

- Users find HAProxy **incredibly easy to use** , with intuitive configuration and helpful overview stats for services.
- Users appreciate the **ease of implementation and effective workload balancing** offered by HAProxy for load management.
- Users value HAProxy for its **reliability** and speed, ensuring secure and efficient data transmission for websites.
- Users value the **high performance** of HAProxy, enabling secure and efficient data transmission for various applications.
- Users appreciate the **easy configuration** of HAProxy, enabling efficient traffic management and seamless operation.

##### Cons

- Users find the **difficult configuration** of HAProxy challenging, with complex syntax and hard-to-read files.
- Users find the **steep learning curve** of HAProxy challenging, particularly for beginners and complex configurations.
- Users find the **complex setup** of HAProxy challenging, particularly for those unfamiliar with advanced configurations.
- Users find the **complex configuration** of HAProxy challenging, particularly for newcomers and larger setups.
- Users find the **complexity** of HAProxy's configuration challenging, making advanced setups cumbersome and time-consuming to manage.

#### What Are Recent G2 Reviews of HAProxy?

**["The industry standard for a reason: Unmatched performance and reliability."](https://www.g2.com/survey_responses/haproxy-review-12534904)**

**Rating:** 5.0/5.0 stars

_— Peter D._

[Read full review](https://www.g2.com/survey_responses/haproxy-review-12534904)

**["HAProxy: Bulletproof Reliability and High-Performance Traffic Routing"](https://www.g2.com/survey_responses/haproxy-review-12670178)**

**Rating:** 4.0/5.0 stars

_— Deepak I._

[Read full review](https://www.g2.com/survey_responses/haproxy-review-12670178)

#### What Are G2 Users Discussing About HAProxy?

- [Is HAProxy a firewall?](https://www.g2.com/discussions/is-haproxy-a-firewall) - 2 comments
- [Is HAProxy a reverse proxy?](https://www.g2.com/discussions/is-haproxy-a-reverse-proxy) - 2 comments
- [Is HAProxy an API gateway?](https://www.g2.com/discussions/is-haproxy-an-api-gateway) - 2 comments
- [What is HAProxy and why it is used?](https://www.g2.com/discussions/what-is-haproxy-and-why-it-is-used) - 1 comment, 1 upvote

### [Helicone](https://www.g2.com/products/helicone/reviews)

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](https://www.g2.com/sellers/helicone)
- **Year Founded:** 2023
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=27f861e2c9b0b5aa489d889fa9b24e33325dd2b5459ed12d23b38caf353394d6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhelicone&secure%5Burl_type%5D=linkedin_company_website)  
9 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 projects with straightforward integration and tracking features.
- Users appreciate the **accuracy** of Helicone in tracking essential metrics effortlessly with minimal coding.
- Users find Helicone to be an **affordable open-source platform** for tracking LLM usage efficiently and effectively.
- Users appreciate the **excellent customer support** of Helicone, making it easy to integrate into their projects.
- Users praise the **implementation ease** of Helicone, making integration into projects straightforward and hassle-free.

##### Cons

- Users find the **implementation complexity** of Helicone challenging, especially with various alternatives available.
- Users find Helicone has **limited features** , especially with the lack of Experiment functionality and challenging custom implementations.
- Users find the **slow processing** of Helicone frustrating, especially while trying to scan and upload simultaneously.

#### What Are Recent G2 Reviews of Helicone?

**["The easiest way to monitor your LLM."](https://www.g2.com/survey_responses/helicone-review-9141219)**

**Rating:** 5.0/5.0 stars

_— Ieshia G._

[Read full review](https://www.g2.com/survey_responses/helicone-review-9141219)

**["Helicone - One stop solution for LLM Tracking and Analysis"](https://www.g2.com/survey_responses/helicone-review-9356467)**

**Rating:** 4.0/5.0 stars

_— shiv a._

[Read full review](https://www.g2.com/survey_responses/helicone-review-9356467)

### [Stacklok](https://www.g2.com/products/stacklok/reviews)

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](https://www.g2.com/sellers/stacklok)
- **Company Website:** stacklok.com
- **Year Founded:** 2023
- **HQ Location:** Seattle, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7f683becac437d89bc0b3b452af13319b64d2ae45daa76af4d3e60706bf5aec8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstacklok%2F&secure%5Burl_type%5D=linkedin_company_website)  
42 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?

**["Toolhive’s Registry Makes MCP Server Orchestration Simple"](https://www.g2.com/survey_responses/stacklok-review-12821125)**

**Rating:** 4.5/5.0 stars

_— Verified User in Staffing and Recruiting_

[Read full review](https://www.g2.com/survey_responses/stacklok-review-12821125)

**["Open-Source AI Tooling That Enables MCP"](https://www.g2.com/survey_responses/stacklok-review-12835086)**

**Rating:** 4.0/5.0 stars

_— Verified User in Airlines/Aviation_

[Read full review](https://www.g2.com/survey_responses/stacklok-review-12835086)

### [AIMOWAY](https://www.g2.com/products/aimoway/reviews)

AIMOWAY is a reliable AI API access platform designed for AI agent builders, developers, and teams seeking OpenAI-compatible integration. It streamlines the process of testing, integrating, and deploying AI models through a unified API endpoint, backed by officially authorized upstream services. AIMOWAY supports the entire development lifecycle, from initial trials to full-scale production, offering features like trial credits, automatic API key generation, a testing playground, usage logs, and cost visibility. Unlike low-quality API aggregators, AIMOWAY focuses on providing dependable, production-oriented AI API access. Key Features and Functionality: - OpenAI-Compatible API: Facilitates seamless connection of AI agent tools and workflows through a familiar API endpoint. - Authorized Service Access: Ensures reliable AI model access via officially sanctioned upstream services. - Comprehensive Usage Tracking: Provides detailed logs with token and cost visibility, along with trial credits and service credits. - AI Agent Setup Guides: Offers step-by-step guides for various AI agents, including Cline, Roo Code, OpenHands, Goose, Pi, Aider, LiteLLM, Continue, and OpenCode. - Playground Testing: Allows users to test model calls in a dedicated environment before integrating them into production workflows. - Trial-to-Production Support: Designed to facilitate a smooth transition from initial testing to production-ready AI agent workflows. Primary Value and User Solutions: AIMOWAY addresses the need for reliable and transparent AI API access in the development community. By offering a unified, OpenAI-compatible API backed by authorized services, it simplifies the integration of AI models into various applications. The platform's comprehensive tracking and testing features empower developers to manage usage and costs effectively, ensuring a seamless progression from trial phases to full-scale production. This focus on reliability and ease of use makes AIMOWAY an ideal choice for developers and teams aiming to build and deploy AI-driven solutions efficiently.

#### Who Is the Company Behind AIMOWAY?

- **Seller:** [AIMOWAY](https://www.g2.com/sellers/aimoway)
- **Year Founded:** 2023
- **HQ Location:** Ottawa, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d6e41bdfc7704c68b73d0806b42581fe17e0fe84d68617798c073270143976ca&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faimoway&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [AirLock AI](https://www.g2.com/products/airlock-ai/reviews)

AirLock AI is a comprehensive solution designed to integrate and govern AI tools within organizations, ensuring secure and efficient operations. It acts as a unified gateway, connecting various AI clients—such as Claude, ChatGPT, Copilot, and Cursor—to internal tools and data, thereby streamlining workflows and enhancing productivity. Key Features and Functionality: - Unified AI Integration: AirLock AI provides a single connector that interfaces with multiple AI clients, allowing seamless integration with internal systems and data sources. - Cross-Tool Governance: It enables organizations to set policies once and enforce them across all connected tools, ensuring consistent governance and compliance. - Credential Vault: AirLock AI offers a secure repository for API keys and credentials, maintaining a zero-trust environment where agents never access real API keys directly. - Expertise Catalog: Organizations can package prompts and workflows into versioned, verified agents or skills, facilitating consistent deployment across teams and tools. - Organization Memory: It accumulates entities, decisions, and context in a centralized memory, accessible across different AI clients, ensuring continuity and informed decision-making. - Action-Grade Audit: Every action performed through AirLock AI is logged and attributable, providing a comprehensive audit trail that meets procurement-grade standards. Primary Value and Problem Solved: AirLock AI addresses the challenge of fragmented AI tool integration and governance within organizations. By offering a unified platform, it simplifies the management of multiple AI clients, ensures consistent policy enforcement, and enhances security through centralized credential management. This consolidation reduces operational complexity, mitigates risks associated with disparate AI tools, and empowers organizations to leverage AI technologies effectively and securely.

#### Who Is the Company Behind AirLock AI?

- **Seller:** [AirLock AI](https://www.g2.com/sellers/airlock-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

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[Browse AI Gateways Themes](/categories/ai-gateways/themes)

 ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello")
AC

Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)

Updated March 24, 2026

AI gateway solutions serve as intelligent middleware deployed between custom-built enterprise applications and the underlying large language models (LLM) and artificial intelligence (AI) agents they rely on. Rather than coding application programming interface (API) keys and logic for specific providers directly into applications, development teams can route all model requests through the AI gateway. This centralized control plane standardizes API interactions and handles the heavy lifting of enterprise AI infrastructure.

AI gateways provide development teams with unified controls for multi-LLM routing, automatic failover, semantic caching, token-based rate limiting, and exact cost tracking. By abstracting the underlying AI models from application logic, AI gateways ensure high availability, optimize inference costs, and enforce strict API governance. This also prevents "shadow AI": the use of unauthorized models and unmonitored API keys hidden within application code.

Many existing [API management platforms](https://www.g2.com/categories/api-management) have extended their functionality to include AI gateway solutions. AI gateways are also closely related to [LLMOps platforms](https://www.g2.com/categories/large-language-model-operationalization-llmops), which handle the broader end-to-end lifecycle of building, fine-tuning, and evaluating models. However, while LLMOps focuses heavily on model development, AI gateways focus strictly on runtime API consumption and governance.

Additionally, buyers looking to secure employee web interactions with public AI chatbots rather than developer-driven application traffic should explore the [AI security posture management (AI-SPM)](https://www.g2.com/categories/ai-security-posture-management-ai-spm-tools) category.

To qualify for inclusion in the AI Gateways category, a product must:

- Act as an API proxy or middleware layer specifically between custom client applications (or agents) and external AI models
- Provide multi-model routing and load balancing, allowing developers to switch or fallback between different LLM providers via a single unified API
- Offer user-level rate limiting to manage API quotas and prevent system overloads
- Include detailed observability and FinOps tracking specifically for AI workloads
- Support performance optimization features for generative AI, such as semantic caching, to reduce redundant API calls and latency
- Centralize AI API key management and authentication

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