# Best AI Gateways Software *By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)* 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 ## How Many AI Gateways Software Products Does G2 Track? **Total Products under this Category:** 36 ### Category Stats (Jul 2026) - **Average Rating**: 4.48/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Databricks (+0.57%) - Among all products in this category, Databricks recorded the largest rating increase compared to last month *Last updated: July 14, 2026* ## How Does G2 Rank AI Gateways Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 4,700+ Authentic Reviews - 36+ 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. ## Which AI Gateways Software Is Best for Your Use Case? - **Easiest to Use:** [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) - **Best Free Software:** [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) --- **Sponsored** ### Cloudera Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights. The world’s largest brands across all industries rely on Cloudera to transform decision-making and ultimately boost bottom lines, safeguard against threats, and save lives. The Cloudera data and AI platform includes: Cloudera AI: Deploy and scale any AI model, anywhere. Cloudera brings compute to governed data where it lives for Private AI anywhere by design. Complete control, security, and governance of mission-critical data, models, agents, and inference ensure faster sovereign AI deployments. Cloudera Data-in-Motion: Make fast decisions from real-time data anywhere. Move data with any structure from any source to any destination seamlessly across hybrid environments, enabling in-the-moment business-critical decisions by processing and analyzing real-time data anywhere, from the edge to AI, as business happens. Cloudera Open Data Lakehouse: Process any data, anywhere, for actionable insights. Make smart decisions with an open data lakehouse powered by Apache Iceberg that delivers trusted, reliable, and unified data to fuel agents, AI applications, and analytics, improving collaboration, breaking silos, and simplifying sharing. Cloudera Unified Data Fabric: Unify security and governance across the entire data estate. Move beyond fragmented data management: Break down silos and connect disparate data sources intelligently and securely to provide a unified view of all organizational data and centralized end-to-end control across complex hybrid data environments. [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=2026-07-14T06%3A47%3A58Z&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=1886&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%252Fdatabricks%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fai-gateways%2526source%253Dcategory&secure%5Btoken%5D=307697d450bf671776275bb25e23046e17846f9b7a4978f4d0799feadb51e39b&secure%5Burl%5D=https%3A%2F%2Fwww.cloudera.com%2Fproducts%2Fcloudera-data-platform%2Fcdp-demos.html%3Finternal_link%3Dp18%23get-started&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated AI Gateways Software Products in 2026? ### 1. [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:** 655 **Who Is the Company Behind MuleSoft Anypoint Platform?** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (579,511 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (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:** 56% Enterprise, 31% Mid-Market #### What Are MuleSoft Anypoint Platform's Pros and Cons? **Pros:** - Ease of Use (113 reviews) - Integration Capabilities (101 reviews) - Integrations (99 reviews) - API Management (96 reviews) - Easy Integrations (92 reviews) **Cons:** - Expensive (57 reviews) - Pricing Issues (38 reviews) - Learning Curve (31 reviews) - Learning Difficulty (29 reviews) - Steep Learning Curve (26 reviews) ### What Do G2 Reviewers Say About MuleSoft Anypoint Platform? *AI-generated summary from verified user reviews* **Pros:** - Users find MuleSoft Anypoint Platform to be an **easy-to-use solution** with a clean UI and useful features. - Users value the **integration capabilities** of MuleSoft Anypoint Platform, facilitating seamless connections across various systems. - Users appreciate the **ease of integration** with MuleSoft Anypoint Platform, enjoying a wide range of options for APIs. - Users value the **clean UI and comprehensive API management features** of MuleSoft Anypoint Platform for streamlined development. - Users value the **easy integrations** with MuleSoft Anypoint Platform, enhancing connectivity across various systems seamlessly. **Cons:** - Users find the **high cost** of MuleSoft Anypoint Platform a barrier, particularly for smaller projects and businesses. - Users report that **pricing issues** hinder accessibility, particularly for smaller organizations with limited budgets. - Users find the **learning curve steep** , particularly for those transitioning from familiar platforms like Visual Studio. - Users find **learning difficulty** with MuleSoft Anypoint Platform, especially when transitioning from familiar development environments. - Users struggle with a **steep learning curve** in MuleSoft Anypoint, finding it complex to implement and manage effectively. #### 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) --- **"[MuleSoft Transformed Our Enterprise Integration Strategy](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12970265)"** **Rating:** 5.0/5.0 stars *— Samridhi B.* [Read full review](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12970265) --- #### 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) ### 2. [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:** 1,316 **Who Is the Company Behind Databricks?** - **Seller:** [Databricks Inc.](https://www.g2.com/sellers/databricks-inc) - **Company Website:** https://databricks.com - **Year Founded:** 2013 - **HQ Location:** San Francisco, CA - **Twitter:** @databricks (92,269 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3477522/ (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% Enterprise, 38% Mid-Market #### What Are Databricks's Pros and Cons? **Pros:** - Features (192 reviews) - Ease of Use (155 reviews) - Integrations (141 reviews) - Collaboration (114 reviews) - Analytics (113 reviews) **Cons:** - Learning Curve (78 reviews) - Expensive (71 reviews) - Steep Learning Curve (64 reviews) - Complexity (45 reviews) - Complex Setup (35 reviews) ### What Do G2 Reviewers Say About Databricks? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use and comprehensive features** of Databricks, enhancing their data processing and machine learning tasks. - Users commend the **ease of use** of Databricks, enhancing their experience with efficient data management and integration. - Users value the **seamless integrations** of Databricks with AWS and various tools, enhancing their organizational capabilities. - Users value the **seamless collaboration** capabilities of Databricks, enhancing teamwork on data projects and insights sharing. - Users appreciate the **wide array of integrated analytical features** in Databricks, enhancing collaborative data insights and performance. **Cons:** - Users face a steep **learning curve** with Databricks due to its complex permissions and compute modes. - Users find the **costs of Databricks to be high** , especially when working with large datasets. - Users find the **steep learning curve** of Databricks challenging, particularly for newcomers to big data tools. - Users find the **complexity** of Databricks challenging, particularly during initial setup and with advanced features. - Users find the **complex setup** of Databricks challenging initially, but support helps in overcoming hurdles quickly. #### What Are Recent G2 Reviews of Databricks? **"[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) --- **"[Premium Notebook Experience That Unifies ML and Data Engineering](https://www.g2.com/survey_responses/databricks-review-13086971)"** **Rating:** 5.0/5.0 stars *— Rachit S.* [Read full review](https://www.g2.com/survey_responses/databricks-review-13086971) --- #### What Are G2 Users Discussing About Databricks? - [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) - 3 comments - [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 ### 3. [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:** https://konghq.com/ - **Year Founded:** 2017 - **HQ Location:** San Francisco, CA - **LinkedIn® Page:** https://www.linkedin.com/company/278819/ (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% Mid-Market, 31% Small-Business #### What Are Kong Konnect's Pros and Cons? **Pros:** - Ease of Use (57 reviews) - API Management (53 reviews) - Security (44 reviews) - Scalability (42 reviews) - Features (41 reviews) **Cons:** - Poor Documentation (28 reviews) - Missing Features (21 reviews) - API Management (20 reviews) - Limited Features (20 reviews) - Learning Difficulty (17 reviews) ### What Do G2 Reviewers Say About Kong Konnect? *AI-generated summary from verified user reviews* **Pros:** - Users find Kong Konnect's **ease of use** exceptional, thanks to excellent documentation and straightforward configuration options. - Users appreciate the **centralized control plane** of Kong Konnect, simplifying API management and enhancing operational efficiency. - Users value the **security and reliability** of Kong Konnect, ensuring their APIs are well-protected and perform optimally. - Users commend the **scalability** of Kong Konnect, enabling smooth performance in distributed microservice environments with high usage. - Users value the **ease of integration and extensive features** of Kong Konnect, enhancing customization and functionality. **Cons:** - Users note the **poor documentation** , particularly regarding plugin usage, hindering effective onboarding and troubleshooting. - Users note a **lack of advanced AI features** and limited plugins, which hinders the overall functionality of Kong Konnect. - Users express concern over the **lack of dedicated learning resources and analytics in Kong Konnect** , hindering new user adoption. - Users express concerns over **limited features** in Kong Konnect, feeling they often need additional functionalities. - Users find a **steep learning curve** with Kong Konnect's advanced features, impacting ease of use and efficiency. #### 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 ### 4. [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:** https://wso2.com - **Year Founded:** 2005 - **HQ Location:** Mountain View, CA - **Twitter:** @wso2 (12,751 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/66028/ (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-Business, 33% Enterprise #### What Are WSO2 API Platform's Pros and Cons? **Pros:** - API Management (10 reviews) - API Development (7 reviews) - Speed (4 reviews) - Customization (3 reviews) - Documentation (3 reviews) **Cons:** - API Limitations (4 reviews) - Complexity (4 reviews) - Difficult Configuration (4 reviews) - API Management (3 reviews) - Bugs (3 reviews) ### What Do G2 Reviewers Say About WSO2 API Platform? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **full API lifecycle management** capabilities of WSO2, ensuring efficiency from creation to governance. - Users appreciate the **flexible deployment options** of WSO2 API Platform, enhancing their API lifecycle management experience. - Users value the **fast development process** with WSO2 API Platform, thanks to AI-driven automation and efficient management tools. - Users appreciate the **deep customization** options in WSO2 API Platform, enabling tailored solutions for diverse needs. - Users value the **comprehensive documentation** of WSO2 API Platform, which enhances usability and support for developers. **Cons:** - Users experience **API limitations** with errors on the developer portal and lack of support for RAML specifications. - Users find the **upgrade process complex** , leading to challenges in adoption and a steep learning curve. - Users find the **difficult configuration** process of WSO2 API Platform frustrating and time-consuming, impacting usability. - Users often experience **technical issues and usability gaps** on the WSO2 API Platform, impacting developer efficiency. - Users experience **bugs and confusion** in the WSO2 API Platform, hindering usability and complicating interactions. #### 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) ### 5. [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:** 18 **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:** https://www.linkedin.com/company/30086/ (22,313 employees on LinkedIn®) - **Ownership:** NYSE: PANW **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 61% Small-Business, 39% Mid-Market #### What Are Portkey's Pros and Cons? **Pros:** - Easy Integrations (8 reviews) - Ease of Use (7 reviews) - Integrations (7 reviews) - Cost Optimization (6 reviews) - Features (6 reviews) **Cons:** - Poor Documentation (4 reviews) - Software Bugs (4 reviews) - Limited Features (3 reviews) - Missing Features (3 reviews) - Alert Issues (2 reviews) ### What Do G2 Reviewers Say About Portkey? *AI-generated summary from verified user reviews* **Pros:** - Users value the **easy integrations** of Portkey, allowing seamless connectivity with various LLMs and efficient API usage. - Users praise the **ease of use** of Portkey, appreciating its simple APIs and seamless integration into workflows. - Users commend the **smooth integrations** of Portkey with LLMs, enhancing efficiency and ease of use. - Users benefit from **cost optimization** with Portkey, effectively managing expenses through efficient resource routing and caching. - Users value the **seamless integration** and **excellent support** of Portkey, enhancing their AI development experience significantly. **Cons:** - Users find the **poor documentation** challenge their ability to fully utilize Portkey's features and functionality. - Users report experiencing **frequent software bugs** in Portkey, which complicate usability and hinder the overall experience. - Users note a **limited feature set** in Portkey, affecting control and flexibility for last-minute adjustments. - Users find the **missing advanced features** in Portkey detrimental to user experience, particularly with analytics and documentation. - Users face challenges with **alert issues** as custom configurations lack flexibility and destination control feels limited. #### What Are Recent G2 Reviews of Portkey? **"[Best way to manage and scale LLM apps without losing control](https://www.g2.com/survey_responses/portkey-review-12511216)"** **Rating:** 4.5/5.0 stars *— Verified User in Marketing and Advertising* [Read full review](https://www.g2.com/survey_responses/portkey-review-12511216) --- **"[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) --- ### 6. [Amplify Platform](https://www.g2.com/products/amplify-platform/reviews) Amplify is a comprehensive platform for intelligent data integration, designed to facilitate seamless interactions and integrations across various systems and environments. This solution caters to organizations aiming to enhance their data management capabilities, streamline processes, and foster innovation through effective API management and AI enablement. With its robust architecture, Amplify supports a wide range of use cases, making it a valuable asset for businesses focused on optimizing their digital transformation efforts. The Amplify platform consists of four key products: Amplify API Management (APIM), Amplify Fusion, Amplify Engage, and Amplify AI Gateway. Each component is tailored to address specific integration challenges faced by businesses today. Amplify API Management streamlines the API lifecycle, allowing organizations to manage their APIs securely and efficiently from design to implementation. This product is particularly beneficial for teams looking to enhance collaboration between internal and external stakeholders while expanding their market reach. Amplify Fusion empowers both business and IT teams by providing low-code/no-code tools that simplify the creation and governance of integration flows. This feature transforms integration from a potential bottleneck into a value-driving process. With event-based integrations and a visual interface, users can design business processes that enhance productivity and efficiency. The out-of-the-box connectors enable business users to build integrations with minimal training, reducing reliance on IT departments and allowing for quicker responses to changing business needs. Amplify Engage accelerates API adoption by offering a marketplace for curated API products. This component allows organizations to package, govern, and monetize their APIs effectively. By identifying unsecured APIs and validating compliance, Amplify Engage ensures that digital initiatives are accelerated while maintaining security. The platform encourages adoption across various integration patterns and vendor platforms, giving developers the autonomy to choose the tools that best suit their needs, thus fostering a culture of innovation. Lastly, Amplify AI Gateway provides a secure framework for scaling AI initiatives across business units. Acting as a bridge between experimentation and production-grade intelligence, it ensures that organizations can manage data, costs, and compliance effectively. Features such as MCP server creation, prompt guards, and LLM orchestration allow businesses to implement robust AI solutions while maintaining security and governance. Overall, Amplify stands out in the data integration landscape by offering a unified solution that spans clouds, vendors, and systems. Its focus on security, ease of use, and scalability makes it a vital tool for organizations looking to evolve their architecture without the need for extensive overhauls. **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:** https://www.axway.com - **Year Founded:** 2001 - **HQ Location:** Scottsdale, AZ - **LinkedIn® Page:** https://www.linkedin.com/company/162610/ (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% Mid-Market, 32% Small-Business #### What Are Amplify Platform's Pros and Cons? **Pros:** - Ease of Use (34 reviews) - Integration Capabilities (27 reviews) - API Management (22 reviews) - Customer Support (18 reviews) - Features (17 reviews) **Cons:** - Integration Issues (10 reviews) - Difficult Learning (9 reviews) - Complexity (8 reviews) - Difficult Configuration (8 reviews) - Learning Difficulty (8 reviews) ### What Do G2 Reviewers Say About Amplify Platform? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of the Amplify Platform, noting its straightforward setup and helpful documentation. - Users appreciate the **ease of integration** with Amplify Platform, streamlining access to multiple data products effortlessly. - Users value the **simplicity of API management** in Amplify Platform, streamlining access and integration across multiple gateways. - Users value the **responsive and helpful customer support** of Axway Amplify Platform, enhancing their overall experience. - Users appreciate the **well-structured design** of the Amplify Platform, enhancing project data centralization and streamlining processes. **Cons:** - Users experience **complex integration issues** with Axway Amplify, making initial setup and automation challenging. - Users find the **difficult learning** curve challenging, particularly with complex embedded analytics and systems integration. - Users find the Amplify Platform **complex to navigate and configure** , especially for beginners unfamiliar with APIs. - Users struggle with **difficult configuration** , particularly with integrations and the complexity of setup processes on Amplify Platform. - Users report a **steep learning curve** for less-experienced team members, affecting initial 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) ### 7. [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:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 44% Enterprise, 44% Mid-Market #### 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) ### 8. [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:** 595 **Who Is the Company Behind Cloudflare Application Security and Performance?** - **Seller:** [Cloudflare, Inc.](https://www.g2.com/sellers/cloudflare-inc) - **Company Website:** https://www.cloudflare.com - **Year Founded:** 2009 - **HQ Location:** San Francisco, California - **Twitter:** @Cloudflare (286,254 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/407222/ (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:** 61% Small-Business, 27% Mid-Market #### What Are Cloudflare Application Security and Performance's Pros and Cons? **Pros:** - Security (53 reviews) - Ease of Use (49 reviews) - Features (43 reviews) - Performance (35 reviews) - DDoS Protection (34 reviews) **Cons:** - Complex User Interface (23 reviews) - Expensive (23 reviews) - Complex Setup (18 reviews) - Complexity (17 reviews) - Learning Curve (14 reviews) ### What Do G2 Reviewers Say About Cloudflare Application Security and Performance? *AI-generated summary from verified user reviews* **Pros:** - Users value Cloudflare's **robust security features** , ensuring enhanced application protection with minimal effort and seamless integration. - Users appreciate the **ease of use** with Cloudflare, highlighting its intuitive dashboard and seamless integration. - Users appreciate the **user-friendly interface** of Cloudflare, facilitating easy management of security and performance features. - Users praise the **enhanced performance** of Cloudflare, noting significant improvements in website loading speeds and efficiency. - Users praise the **effective DDoS protection** of Cloudflare, ensuring peace of mind and improved website performance. **Cons:** - Users find the **complex user interface** challenging, making navigation and rule configuration often confusing and tedious. - Users find Cloudflare Application Security and Performance **expensive** , as many advanced features require costly upgrades that limit accessibility. - Users find the **complex setup** can hinder user-friendliness, especially for those new to security platforms. - Users find the **complexity of advanced configurations** challenging, particularly for beginners, impacting user-friendliness and customization. - Users experience a **steep learning curve** when navigating advanced features, challenging for those new to security platforms. #### What Are Recent G2 Reviews of Cloudflare Application Security and Performance? **"[Our trusted platform for security, performance, and edge computing](https://www.g2.com/survey_responses/cloudflare-application-security-and-performance-review-13072280)"** **Rating:** 5.0/5.0 stars *— Pablo H.* [Read full review](https://www.g2.com/survey_responses/cloudflare-application-security-and-performance-review-13072280) --- **"[Secure access with WARP and solid stability even during traffic peaks](https://www.g2.com/survey_responses/cloudflare-application-security-and-performance-review-13076468)"** **Rating:** 4.5/5.0 stars *— Flor B.* [Read full review](https://www.g2.com/survey_responses/cloudflare-application-security-and-performance-review-13076468) --- #### 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) ### 9. [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:** 893 **Who Is the Company Behind HAProxy?** - **Seller:** [HAProxy](https://www.g2.com/sellers/haproxy) - **Company Website:** https://www.haproxy.com/ - **Year Founded:** 2013 - **HQ Location:** Newton, MA - **Twitter:** @HAProxy (21,218 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1032008/ (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% Mid-Market, 36% Enterprise #### What Are HAProxy's Pros and Cons? **Pros:** - Ease of Use (134 reviews) - Load Balancing (124 reviews) - Reliability (123 reviews) - Performance (94 reviews) - Configuration Ease (69 reviews) **Cons:** - Difficult Configuration (63 reviews) - Complex Setup (56 reviews) - Learning Difficulty (51 reviews) - Complex Configuration (48 reviews) - Complexity (45 reviews) ### What Do G2 Reviewers Say About HAProxy? *AI-generated summary from verified user reviews* **Pros:** - Users find HAProxy's **ease of use** beneficial, enjoying its intuitive configuration and informative stats page. - Users value the **effective load balancing** capabilities of HAProxy, enhancing scalability and traffic management effortlessly. - Users value the **reliability** of HAProxy, praising its secure data transmission and fast performance for seamless operations. - Users praise the **high performance** of HAProxy, enjoying its efficiency and reliability for seamless data handling. - Users appreciate the **easy configuration** of HAProxy, enabling efficient handling of traffic and server management. **Cons:** - Users struggle with **difficult configuration** due to complex syntax and hard-to-read files affecting usability. - Users find the **complex setup** challenging, especially without prior knowledge or visual guidance to assist them. - Users note a **steep learning curve** with HAProxy, particularly for beginners in load balancing and networking concepts. - Users find HAProxy's **complex configuration** challenging, particularly for newcomers to load balancing and networking. - Users often struggle with the **complexity of HAProxy's configuration** , finding it cumbersome for advanced setups and debugging. #### 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 ### 10. [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:** https://www.linkedin.com/company/helicone (9 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Helicone's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Accuracy (1 reviews) - Affordable (1 reviews) - Customer Support (1 reviews) - Implementation Ease (1 reviews) **Cons:** - Complexity (1 reviews) - Limited Features (1 reviews) - Slow Processing (1 reviews) ### What Do G2 Reviewers Say About Helicone? *AI-generated summary from verified user reviews* **Pros:** - Users find Helicone to be **easy to implement** , enabling seamless integration and efficient tracking of LLM usage. - Users praise the **accuracy** of Helicone, effectively tracking usage, costs, and latency with minimal coding. - Users value the **affordability** of Helicone, finding it an excellent choice for tracking LLM usage effectively. - Users value the **excellent customer support** provided by Helicone, enhancing their overall experience with the platform. - Users find Helicone's **implementation ease** exceptional, allowing smooth integration into projects with excellent customer support. **Cons:** - Users find the **complexity of implementing custom LLM proxies** on Helicone to be a significant challenge. - Users find Helicone's **limited features** a drawback, especially with the absence of essential tools and alternatives available. - Users report that the **slow processing** during uploads significantly delays their workflow and scanning efficiency. #### 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) --- ### 11. [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:** https://stacklok.com - **Year Founded:** 2023 - **HQ Location:** Seattle, US - **LinkedIn® Page:** https://www.linkedin.com/company/stacklok/ (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% Enterprise #### 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) --- ### 12. [TrueFoundry](https://www.g2.com/products/truefoundry/reviews) TrueFoundry provides an enterprise-grade AI Gateway that encompasses an LLM Gateway, MCP Gateway, and Agent Gateway, enabling enterprises to securely connect, observe, and govern access to models, tools, guardrails, and agents from a single control plane. The AI Gateway enables agentic workloads that are secure, efficient, and future-safe through unified and composable connections across providers. Beyond the gateway layer, TrueFoundry enables organizations to deploy and train custom LLMs on GPUs, host MCP servers, and run custom agents—all through a Kubernetes-native interface. It supports on-premise and VPC installations for both AI Gateway and deployment environments. TrueFoundry ensures enterprise-grade compliance with SOC 2, HIPAA, and ITAR standards. With built-in autoscaling, caching, and resource optimization, TrueFoundry empowers organizations to build, deploy, and govern AI systems securely, efficiently, and on a future-safe stack. Visit www.truefoundry.com to learn more **Average Rating:** 4.6/5.0 **Total Reviews:** 54 **Who Is the Company Behind TrueFoundry?** - **Seller:** [TrueFoundry](https://www.g2.com/sellers/truefoundry) - **Company Website:** https://www.truefoundry.com/ - **Year Founded:** 2021 - **HQ Location:** San Francisco, California - **LinkedIn® Page:** https://www.linkedin.com/company/truefoundry/about (108 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 49% Mid-Market, 36% Small-Business #### What Are TrueFoundry's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Features (4 reviews) - Time-saving (4 reviews) - Easy Start (3 reviews) - Efficiency (3 reviews) **Cons:** - Complexity (2 reviews) - Deployment Issues (2 reviews) - Difficult Setup (2 reviews) - Insufficient Learning Resources (2 reviews) - Lacking Features (2 reviews) ### What Do G2 Reviewers Say About TrueFoundry? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of TrueFoundry, simplifying deployment and management of ML models significantly. - Users appreciate the **user-friendly platform** of TrueFoundry, making model deployment and monitoring efficient and effective. - Users appreciate the **time-saving capabilities** of TrueFoundry, enabling faster deployment and management of ML models. - Users appreciate the **easy setup** of TrueFoundry, enabling quick onboarding and efficient project initiation. - Users value the **efficiency** of TrueFoundry for simplifying machine learning management and accelerating deployment processes. **Cons:** - Users find TrueFoundry's features to have a **complex learning curve** , requiring significant investment in setup and maintenance. - Users face **deployment issues** with Hugging Face models, seeking more options for fine-tuning and automated stage deployment. - Users find the **difficult setup** of TrueFoundry challenging due to complex configurations and required prior knowledge. - Users note **insufficient learning resources** , with documentation and UI improvements needed for a better onboarding experience. - Users note a **lack of polished features** and documentation, indicating room for improvement in TrueFoundry's usability. #### 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) --- **"[Ensures Business Continuity with Exceptional Support](https://www.g2.com/survey_responses/truefoundry-review-12609940)"** **Rating:** 5.0/5.0 stars *— Shobhit V.* [Read full review](https://www.g2.com/survey_responses/truefoundry-review-12609940) --- ### 13. [API7 Enterprise](https://www.g2.com/products/api7-enterprise/reviews) 1️⃣ About API7.ai, the original creator of Apache APISIX API7.ai, founded in 2019, is an open-source infrastructure company that empowers API management and analysis. It provides a wide range of products and solutions for microservices and real-time traffic processing, such as API Gateway, Kubernetes Ingress Controller, and Service Mesh. API7.ai donated APISIX to the Apache Software Foundation in 2019. Based on Apache APISIX, API7.ai built a full API lifecycle management solution, API7 Enterprise. API7.ai is committed to providing comprehensive and efficient API design, development, portal, and monetization solutions, serving a diverse range of global clients. 2️⃣ About API7 Enterprise (Enterprise version of Apache APISIX) API7 Enterprise extends the powerful foundation of Apache APISIX with enterprise-grade capabilities, ensuring a seamless migration path from the open-source project. API7 Enterprise boasts compliance with various industry standards, including GDPR, FIPS, and SOC 2 certification. It is equipped with advanced functionalities such as RBAC, multi-environment management, audit logging, traffic labeling, and SOAP protocol conversion. It facilitates full lifecycle management through integrated API design tools and platforms, ensuring efficient development and deployment. Moreover, API7 Enterprise incorporates a built-in API portal, enabling organizations to monetize their APIs effectively. 3️⃣ About Apache APISIX (Open-Source API Gateway) Apache APISIX is a dynamic, real-time, high-performance open-source API gateway that provides rich traffic management functions such as load balancing, dynamic upstream, canary release, circuit breaking, authentication, and observability. Being built based on NGINX and LuaJIT, Apache APISIX has ultra-high performance with a single-core QPS of up to 23,000 and an average delay of only 0.2 milliseconds. As an API gateway, Apache APISIX has a wide range of application scenarios. Apache APISIX is now the most active API gateway project on GitHub, addressing 1 Trillion+ API calls per day, which is still growing. At present, it has been tested and highly recognized by worldwide enterprises and organizations such as Zoom, Airwallex, Lotus Cars, vivo, and European Factory Platform. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 **Who Is the Company Behind API7 Enterprise?** - **Seller:** [API7.ai](https://www.g2.com/sellers/api7-ai) - **Year Founded:** 2019 - **HQ Location:** Singapore, SG - **LinkedIn® Page:** https://www.linkedin.com/company/api7-ai/ (34 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Mid-Market #### What Are API7 Enterprise's Pros and Cons? **Pros:** - API Development (1 reviews) - Customer Support (1 reviews) - Customization (1 reviews) - Flexibility (1 reviews) - Implementation Ease (1 reviews) ### What Do G2 Reviewers Say About API7 Enterprise? *AI-generated summary from verified user reviews* **Pros:** - Users benefit from the **superior performance and scalability** of API7 Enterprise, ensuring fast and reliable service during peak traffic. - Users value the **dedicated and timely customer support** of API7 Enterprise, ensuring quick resolutions for their issues. - Users value the **customization capabilities** of API7 Enterprise, allowing for tailored solutions that meet specific business needs. - Users value the **flexibility** of API7 Enterprise, enabling custom plugin development to meet evolving business needs. - Users value the **implementation ease** of API7 Enterprise, enjoying user-friendly management and flexible customizations to meet needs. #### What Are Recent G2 Reviews of API7 Enterprise? **"[Powerful, secure and scalable API Gateway](https://www.g2.com/survey_responses/api7-enterprise-review-12248681)"** **Rating:** 5.0/5.0 stars *— Mayank J.* [Read full review](https://www.g2.com/survey_responses/api7-enterprise-review-12248681) --- ### 14. [Apigene MCP Gateway](https://www.g2.com/products/apigene-mcp-gateway/reviews) Apigene MCP Gateway is a comprehensive runtime platform designed to seamlessly connect AI agents to APIs and MCP servers via the Model Context Protocol (MCP). It serves as a unified interface, enabling AI agents to access a wide array of tools and services without the need for custom code or platform-specific configurations. By centralizing security, governance, and tool management, Apigene simplifies the development and deployment of AI agents across various platforms. Key Features and Functionality: - Unified Access: Provides a single gateway for AI agents to interact with numerous APIs and MCP servers, eliminating the need for multiple integrations. - No-Code Agent Builder: Allows users to configure AI agents through a chat-based interface, facilitating natural language interactions without coding requirements. - Intelligent Tool Selection: Automatically matches the appropriate API or MCP tool to each request, optimizing performance and relevance. - Multi-Platform Deployment: Supports deployment across various platforms, including ChatGPT, Claude, Cursor IDE, and custom applications. - Dynamic Tool Loading: Loads tools only when needed, reducing context bloat and enabling the management of thousands of tools per agent efficiently. - Parallel Execution: Executes multiple tool calls simultaneously, significantly reducing latency and enhancing response times. - Output Compression and Post-Processing: Compresses API and MCP responses, applying filtering, aggregation, and transformation to minimize payload size by up to 99%. - Centralized Governance: Offers a single admin interface to monitor, audit, and control all API and MCP tool calls, ensuring compliance and security across AI platforms. Primary Value and User Solutions: Apigene MCP Gateway addresses the complexities associated with integrating AI agents with diverse APIs and MCP servers. By providing a unified, no-code platform, it empowers users to build, deploy, and manage AI agents efficiently. The gateway's intelligent tool selection and dynamic loading capabilities enhance performance, while centralized governance ensures security and compliance. This comprehensive approach reduces development time, operational costs, and technical overhead, enabling organizations to focus on innovation and delivering value through their AI initiatives. **Who Is the Company Behind Apigene MCP Gateway?** - **Seller:** [Apigene MCP Gateway](https://www.g2.com/sellers/apigene-mcp-gateway) - **Year Founded:** 2024 - **HQ Location:** N/A - **LinkedIn® Page:** https://linkedin.com/company/apigene-ai (1 employees on LinkedIn®) ### 15. [Cequence Security](https://www.g2.com/products/cequence-security/reviews) Cequence protects the applications and data that power enterprises in the agentic era. More than a decade of bot defense and API security experience has established Cequence as the leader of safe and secure agentic AI adoption. The Cequence platform delivers deep insight into user, entity, and agent behavior, enabling organizations to secure and control agentic AI workflows while protecting against bad actors and rogue agents. Cequence delivers value in minutes rather than days or weeks with a highly scalable, no-code approach. Trusted by the largest and most demanding private and public sector organizations, Cequence protects more than 10 billion daily API interactions and 4 billion user accounts. Agentic AI Governance – Every Agent, Under Control The Cequence AI Gateway provides security, governance, and control for agentic AI workflows, enabling organizations to unlock AI-driven productivity and growth. Built-in governance and guardrails constrain agent behavior using capabilities that include least privilege access, rate-limiting, and sensitive data protection. The AI Gateway’s agentic zero trust architecture enables enterprises to confidently deploy agentic workflows for internal productivity and customer-facing experiences. Bot Management – Bot Detection, Mitigation, and Fraud Prevention Cequence Bot Management protects organizations from the full range of automated attacks to prevent data loss, theft, and fraud. Bot Management is network based, requiring no agents, JavaScript, or SDKs. Behavioral fingerprints and multi-dimensional analytics provide a deep understanding of business context to identify and natively block attacks in real time. It mitigates a wide variety of cyberattacks including business logic attacks, exploits, automated bot activity, online fraud, and OWASP API Security Top 10 threats. API Security – API Security Posture Management, Testing, and Remediation Cequence API Security is an AI-first solution that discovers, monitors, and tests APIs, assessing a broad range of risks that often lead to compliance or governance issues, data loss, and business disruption. Providing complete visibility and monitoring of internal, external, and third-party APIs, Cequence helps organizations keep up with API changes, uncover sensitive data exposure, and identify vulnerabilities and security risks including those in the OWASP API Security Top 10. Built-in API security testing enables organizations to test their pre-production and runtime APIs against specifications – and automatically generate them if specs are not available. The AI Assistant guides practitioners of all skill levels from day one and the built-in MCP server enables teams to integrate API Security into their internal agentic workflows. API Security lays the groundwork to ensure that you are fully aware of the risks inherent in your API applications and enables you to remediate critical security issues before they are exploited by attackers. **Average Rating:** 4.6/5.0 **Total Reviews:** 55 **Who Is the Company Behind Cequence Security?** - **Seller:** [Cequence Security](https://www.g2.com/sellers/cequence-security) - **Company Website:** https://www.cequence.ai/ - **Year Founded:** 2014 - **HQ Location:** Santa Clara, CA - **Twitter:** @cequenceai (689 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10510476 (158 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Telecommunications, Information Technology and Services - **Company Size:** 40% Small-Business, 35% Enterprise #### What Are Cequence Security's Pros and Cons? **Pros:** - Protection (9 reviews) - Security (8 reviews) - Time-Saving (5 reviews) - Vulnerability Detection (4 reviews) - API Management (3 reviews) **Cons:** - Complex Setup (9 reviews) - Difficult Learning Curve (5 reviews) - Slow Performance (3 reviews) - Dashboard Performance (2 reviews) - False Positives (2 reviews) ### What Do G2 Reviewers Say About Cequence Security? *AI-generated summary from verified user reviews* **Pros:** - Users value the **powerful detection and mitigation** capabilities of Cequence Security against sophisticated bot attacks and threats. - Users commend Cequence Security for its **powerful bot detection and mitigation** , effectively safeguarding user accounts against sophisticated attacks. - Users value the **time-saving automation** of Cequence Security, significantly reducing manual workload for SOC teams. - Users appreciate the **vulnerability detection capabilities** of Cequence Security, effectively identifying threats without hindering user experience. - Users value the **API discovery and advanced bot detection** features of Cequence Security for enhanced visibility and protection. **Cons:** - Users find the **complex setup** of Cequence Security time-consuming, especially for fine-tuning and adapting to specific threats. - Users find the **difficult learning curve** with Cequence Security challenging, requiring extensive effort for effective setup and fine-tuning. - Users experience **slow performance** with Cequence Security, particularly during large data queries and incident responses. - Users find the **dashboard performance lacking** , experiencing lags and unclear communication that delay decision making. - Users are frustrated by **false positives** with Cequence Security, impacting their website's traffic flow and efficiency. #### What Are Recent G2 Reviews of Cequence Security? **"[Mitigating and Secure our APIs](https://www.g2.com/survey_responses/cequence-security-review-12400189)"** **Rating:** 5.0/5.0 stars *— Owen P.* [Read full review](https://www.g2.com/survey_responses/cequence-security-review-12400189) --- **"[Reliable API Traffic Visibility and Bot Attack Protection](https://www.g2.com/survey_responses/cequence-security-review-12440501)"** **Rating:** 4.0/5.0 stars *— karthik k.* [Read full review](https://www.g2.com/survey_responses/cequence-security-review-12440501) --- #### What Are G2 Users Discussing About Cequence Security? - [What is Cequence Security used for?](https://www.g2.com/discussions/what-is-cequence-security-used-for) - 1 comment ### 16. [Gravitee.io](https://www.g2.com/products/gravitee-io/reviews) 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:** 39 **Who Is the Company Behind Gravitee.io?** - **Seller:** [Gravitee.io](https://www.g2.com/sellers/gravitee-io) - **Company Website:** https://www.gravitee.io/ - **Year Founded:** 2016 - **HQ Location:** Boulder, US - **Twitter:** @GraviteeIO (944 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/gravitee-io/ (222 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 41% Enterprise, 33% Mid-Market #### What Are Gravitee.io's Pros and Cons? **Pros:** - Customer Support (2 reviews) - Ease of Use (2 reviews) - API Management (1 reviews) - Cost Efficiency (1 reviews) - Features (1 reviews) **Cons:** - Not User-Friendly (1 reviews) - Poor UI (1 reviews) - UX Improvement (1 reviews) ### What Do G2 Reviewers Say About Gravitee.io? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **great support** from Gravitee.io, enhancing their experience with effective API management. - Users find Gravitee.io's **ease of use** invaluable for efficiently managing their APIs with extensive features. - Users appreciate the **user-friendly API management** of Gravitee.io, benefiting from extensive features and excellent support. - Users value the **reasonable subscription cost** of Gravitee.io, making it an affordable choice for many. - Users love the **easy-to-use interface** of Gravitee.io, enabling effective API management with robust features and excellent support. **Cons:** - Users feel the **UX could be better** , as some features are difficult to locate and navigate. - Users believe the **poor UI** makes navigation difficult, with some features being hard to locate. - Users feel that **UX could be better** , as certain features are difficult to locate and use effectively. #### What Are Recent G2 Reviews of Gravitee.io? **"[Ease of integration and scalability with Gravitee](https://www.g2.com/survey_responses/gravitee-io-review-11989029)"** **Rating:** 4.5/5.0 stars *— Jérémy B.* [Read full review](https://www.g2.com/survey_responses/gravitee-io-review-11989029) --- **"[Excellent Support, Intuitive Console, and Predictable Pricing for API Management](https://www.g2.com/survey_responses/gravitee-io-review-12919075)"** **Rating:** 5.0/5.0 stars *— Baptiste S.* [Read full review](https://www.g2.com/survey_responses/gravitee-io-review-12919075) --- #### What Are G2 Users Discussing About Gravitee.io? - [What is API gateway Wikipedia?](https://www.g2.com/discussions/what-is-api-gateway-wikipedia) - [What is API Management used for?](https://www.g2.com/discussions/what-is-api-management-used-for) - [Is Kong Open-Source?](https://www.g2.com/discussions/is-kong-open-source) - 1 comment - [Is gravitee free?](https://www.g2.com/discussions/is-gravitee-free) - 1 comment ### 17. [IBM API Connect](https://www.g2.com/products/ibm-api-connect/reviews) IBM API Connect is a complete, intuitive and scalable API solution that lets organizations implement a robust API strategy by building, exposing, securing, and managing an entire API ecosystem across multiple clouds. IBM API Connect is available on AWS Marketplace. As businesses embrace their digital transformation journey, APIs become critical to unlock the value of business data and assets. With increasing adoption of APIs, consistency and governance are needed across the enterprise.  API Connect allows businesses to get new features to market fast, maintain continuous availability, meet changing user needs, and spur innovation. **Average Rating:** 4.3/5.0 **Total Reviews:** 146 **Who Is the Company Behind IBM API Connect?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 45% Enterprise, 35% Mid-Market #### What Are IBM API Connect's Pros and Cons? **Pros:** - API Development (3 reviews) - API Management (3 reviews) - Features (3 reviews) - Integration Capabilities (3 reviews) - Security (3 reviews) **Cons:** - Slow Performance (3 reviews) - API Limitations (2 reviews) - Complexity (2 reviews) - Costly Features (2 reviews) - Data Limitations (2 reviews) ### What Do G2 Reviewers Say About IBM API Connect? *AI-generated summary from verified user reviews* **Pros:** - Users value the **seamless tools for API development** offered by IBM API Connect, enhancing their management experience. - Users appreciate the **seamless tools for API management** in IBM API Connect, facilitating the entire API lifecycle effectively. - Users appreciate the **user-friendly interface and robust security features** of IBM API Connect for effective API management. - Users value the **seamless integration capabilities** of IBM API Connect, enhancing API management and service discoverability. - Users highlight the **high security features** of IBM API Connect, enhancing trust and protection for their APIs. **Cons:** - Users report **slow performance** when using IBM API Connect, particularly during API imports and editing tasks. - Users find **debugging APIs difficult** , especially with deprecated profiles requiring more RAM for servers in IBM API Connect. - Users find the **complex features** of IBM API Connect challenging, complicating the user experience and integration process. - Users find the **costly features** of IBM API Connect to be a barrier, especially for small businesses. - Users face **limitations in analytics data extraction** , which complicates API debugging and hinders performance insights. #### What Are Recent G2 Reviews of IBM API Connect? **"[A solid API management platform that works well for basic to moderately complex solutions](https://www.g2.com/survey_responses/ibm-api-connect-review-11302546)"** **Rating:** 4.0/5.0 stars *— Francis C.* [Read full review](https://www.g2.com/survey_responses/ibm-api-connect-review-11302546) --- **"[User-Friendly with Great Integrations, but Debugging APIs Can Be Tricky](https://www.g2.com/survey_responses/ibm-api-connect-review-11830874)"** **Rating:** 4.5/5.0 stars *— Niki H.* [Read full review](https://www.g2.com/survey_responses/ibm-api-connect-review-11830874) --- #### What Are G2 Users Discussing About IBM API Connect? - [What are the benefits and drawbacks of using IBM API Connect for API management?](https://www.g2.com/discussions/what-are-the-benefits-and-drawbacks-of-using-ibm-api-connect-for-api-management) - [What is IBM API Connect used for?](https://www.g2.com/discussions/what-is-ibm-api-connect-used-for) - [How do I publish API in IBM API connect?](https://www.g2.com/discussions/how-do-i-publish-api-in-ibm-api-connect) - 1 upvote - [What does an API management tool do?](https://www.g2.com/discussions/what-does-an-api-management-tool-do) - [How does API Connect work?](https://www.g2.com/discussions/how-does-api-connect-work) - 3 comments ### 18. [Inferagate](https://www.g2.com/products/inferagate/reviews) Inferagate is an open-source AI gateway designed for production teams seeking enterprise-grade control over their AI deployments. It serves as a centralized control layer, enabling seamless integration with various inference providers, efficient model management, and comprehensive oversight of AI operations. By offering a unified interface, Inferagate simplifies the complexities associated with managing multiple AI services, ensuring consistent performance and security across applications. Key Features and Functionality: - Unified Provider Integration: Connects with multiple inference providers such as OpenAI, Anthropic, Bedrock, Hugging Face, OpenRouter, vLLM, Ollama, and Groq, allowing teams to manage all AI services through a single gateway. - Model Management: Facilitates the publication of approved models, enabling teams to control and monitor model usage effectively. - Security and Compliance: Implements guardrails, data loss prevention (DLP) measures, and policy enforcement to maintain security standards and compliance requirements. - Operational Oversight: Provides tools for monitoring traffic, investigating requests, and auditing AI operations, ensuring transparency and accountability. - Cost Management: Offers budget controls and financial oversight to manage and optimize AI-related expenditures. Primary Value and Problem Solving: Inferagate addresses the challenges faced by teams managing multiple AI inference providers by offering a centralized, OpenAI-compatible API layer. This consolidation enhances operational efficiency, improves security through consistent policy enforcement, and provides financial control over AI-related costs. By streamlining the integration and management of diverse AI services, Inferagate empowers teams to focus on delivering high-quality AI-driven products without the overhead of complex infrastructure management. **Who Is the Company Behind Inferagate?** - **Seller:** [Inferagate](https://www.g2.com/sellers/inferagate) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 19. [KrakenD API Gateway](https://www.g2.com/products/krakend-api-gateway/reviews) 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:** 58 **Who Is the Company Behind KrakenD API Gateway?** - **Seller:** [KrakenD](https://www.g2.com/sellers/krakend) - **Company Website:** https://www.krakend.io - **Year Founded:** 2016 - **HQ Location:** Barcelona, Catalonia, Spain - **Twitter:** @krakend_io (744 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/krakend/ (12 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 52% Mid-Market, 33% Small-Business #### What Are KrakenD API Gateway's Pros and Cons? **Pros:** - Performance (5 reviews) - Customer Support (2 reviews) - Ease of Implementation (2 reviews) - Easy Integrations (2 reviews) - Features (2 reviews) **Cons:** - Difficult Configuration (2 reviews) - Inadequate Logging (2 reviews) - API Management (1 reviews) - Connector Issues (1 reviews) - Integration Issues (1 reviews) ### What Do G2 Reviewers Say About KrakenD API Gateway? *AI-generated summary from verified user reviews* **Pros:** - Users value the **high performance** of KrakenD API Gateway, praising its reliability and smooth integration capabilities. - Users value the **helpful customer support** of KrakenD API Gateway, enhancing their overall satisfaction and experience. - Users praise the **ease of implementation** with KrakenD API Gateway, highlighting its simple installation and deployment options. - Users appreciate the **easy integrations** of KrakenD, enabling seamless connection with their systems and custom plugins. - Users appreciate the **simple installation and excellent documentation** of KrakenD, enhancing their API Gateway experience significantly. **Cons:** - Users find **difficult configuration** issues challenging, especially when debugging or dealing with lengthy and duplicated config files. - Users are frustrated by the **inadequate logging** capabilities of KrakenD, limiting customization and debugging options. - Users find the **limited API monetization alternatives** of KrakenD API Gateway to be frustrating and restrictive. - Users desire more **connector options** in KrakenD to enhance operational integration with various services. - Users find the **integration with RabbitMQ lacking** , as it's not robust enough for complex use cases. #### What Are Recent G2 Reviews of KrakenD API Gateway? **"[A modern API gateway](https://www.g2.com/survey_responses/krakend-api-gateway-review-10361692)"** **Rating:** 4.5/5.0 stars *— Michael B.* [Read full review](https://www.g2.com/survey_responses/krakend-api-gateway-review-10361692) --- **"[A Powerhouse API Gateway That Delivers Top-Tier Developer Experience with Effortless Simplicity](https://www.g2.com/survey_responses/krakend-api-gateway-review-10361175)"** **Rating:** 5.0/5.0 stars *— Gianmarco N.* [Read full review](https://www.g2.com/survey_responses/krakend-api-gateway-review-10361175) --- #### What Are G2 Users Discussing About KrakenD API Gateway? - [What is KrakenD API Gateway used for?](https://www.g2.com/discussions/what-is-krakend-api-gateway-used-for) - 1 comment ### 20. [Lasso](https://www.g2.com/products/lasso-security-lasso/reviews) Lasso's AI Application Protection is a comprehensive security solution designed to safeguard AI-driven applications, including customer-facing chatbots, back-end systems, and AI personal assistants. It ensures that these innovations scale securely without compromising data integrity or brand reputation. Key Features and Functionality: - Unified Policy Controls & Enforcement: Establishes consistent policies for content moderation, data protection, and defense against AI-specific threats like prompt injection and jailbreak attempts. - Offensive Agents for Red Teaming: Simulates real-world attacks to test and validate application defenses, ensuring robustness against potential threats. - Governance Across the Execution Path: Monitors AI interactions in real-time, providing granular enforcement to prevent data leaks and moderate content instantly. - Adaptive Anomaly & Threat Detection: Analyzes intent and application behavior to detect and block evasive threats with high accuracy, even when they are concealed within legitimate prompts. Primary Value and Problem Solved: Lasso's AI Application Protection addresses critical risks associated with AI applications, such as rapid changes in AI supply chains, trust and reliability gaps due to non-deterministic AI behavior, and sophisticated adversarial threats. By providing a unified security framework, it enables enterprises to deploy AI applications confidently, ensuring they operate within defined boundaries and maintain brand trust. **Who Is the Company Behind Lasso?** - **Seller:** [Lasso.security](https://www.g2.com/sellers/lasso-security) - **Year Founded:** 2023 - **HQ Location:** Tel Aviv, IL - **LinkedIn® Page:** https://www.linkedin.com/company/lasso-security/ (70 employees on LinkedIn®) ### 21. [liteLLM](https://www.g2.com/products/litellm/reviews) LiteLLM is an open-source Large Language Model (LLM) gateway designed to streamline access, management, and monitoring of over 100 LLM providers through a unified, OpenAI-compatible API. By offering a consistent interface, LiteLLM simplifies the integration of diverse LLMs, enabling developers to focus on building applications without the complexities of handling multiple APIs. Key Features: - Unified API Integration: Access and manage over 100 LLM providers, including OpenAI, Azure, Anthropic, Hugging Face, and more, through a single, standardized API. - Cost Tracking and Budget Management: Monitor and control spending across different LLM providers with automatic cost tracking, budget setting, and rate limiting capabilities. - Load Balancing and Fallbacks: Ensure high availability and reliability by implementing load balancing and automatic fallback mechanisms across multiple LLM deployments. - Monitoring and Logging: Integrate with tools like Langfuse, Langsmith, and OpenTelemetry for comprehensive monitoring, logging, and observability of LLM usage. - Authentication and Security: Manage access with features like Single Sign-On (SSO), JWT authentication, and audit logs to maintain secure and compliant operations. Primary Value and Problem Solved: LiteLLM addresses the challenges of managing multiple LLM providers by offering a unified gateway that simplifies API interactions, ensures consistent input/output formats, and provides robust monitoring and cost management tools. This consolidation reduces development complexity, enhances operational efficiency, and allows organizations to seamlessly integrate and scale their AI applications across various LLM platforms. **Who Is the Company Behind liteLLM?** - **Seller:** [Litellm](https://www.g2.com/sellers/litellm) - **Year Founded:** 2023 - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/90867735 (1 employees on LinkedIn®) ### 22. [Lunar.dev](https://www.g2.com/products/lunar-dev/reviews) Lunar.dev is an open-source platform designed to manage, govern, and optimize third-party API consumption across applications and AI agent workloads at scale. It serves as a unified API Gateway, providing real-time visibility, policy enforcement, and security controls over all agentic traffic, including Large Language Models (LLMs), Model Control Protocol (MCP) tools, and APIs. By integrating Lunar.dev, organizations can ensure safe and compliant AI adoption without hindering innovation. Key Features and Functionality: - Live API Traffic Visibility: Monitor every model, tool, and agent interaction in real-time, tracking metrics such as latency, errors, costs, and token usage. - AI-Aware Policy Enforcement: Implement fine-grained rules to control agent access, enforce rate limits, manage costs, and apply budgets, ensuring compliance and security across the AI stack. - Advanced Traffic Shaping: Optimize performance and cost by dynamically routing requests across LLM providers, applying rate limits, retries, priority queues, and circuit breakers to manage load and ensure reliability. - MCP Registry and Customization: Build an approved catalog of tools and connectors for enterprise use, assign scoped environments for agents, and configure tools according to company policies and compliance standards. - AI Agent Sandbox: Test agent and MCP behavior in a secure environment before production, conduct lineage analysis to understand relationships between agents, LLMs, MCP tools, and APIs, and evaluate risks to detect security exposures and performance regressions prior to deployment. Primary Value and Problem Solved: Lunar.dev addresses the critical need for enterprises to safely adopt AI at scale by providing a centralized control point for all agentic traffic. It ensures that AI agents, models, and tools operate within defined policies and compliance boundaries, offering real-time monitoring, policy enforcement, and security measures. This governance framework protects sensitive data, prevents unauthorized access, and maintains operational resilience, enabling organizations to innovate with AI technologies confidently and securely. **Who Is the Company Behind Lunar.dev?** - **Seller:** [Lunar.dev](https://www.g2.com/sellers/lunar-dev-71fb6cda-61b8-4ed3-94c3-f12043efd6f8) - **Year Founded:** 2022 - **HQ Location:** Tel Aviv, IL - **LinkedIn® Page:** https://linkedin.com/company/lunar-api (15 employees on LinkedIn®) ### 23. [Modular](https://www.g2.com/products/modular-modular/reviews) Modular is an AI integration platform designed to simplify the incorporation of AI features into applications without the need for extensive infrastructure development. By handling complex tasks such as context management, embeddings, chat history, and data retrieval, Modular enables developers to focus on delivering functional AI capabilities swiftly. Key Features and Functionality: - Context Management: Automatically integrates relevant data into the AI's context window, eliminating manual token calculations and reducing truncation errors. - Chat History: Maintains and replays conversation sessions across requests without requiring an additional database, ensuring seamless user interactions. - Smart Retrieval: Efficiently fetches pertinent data by invoking user-defined functions at appropriate times, enhancing the relevance of AI responses. - Model Routing: Facilitates easy switching between AI models like Claude, GPT-4o, and Gemini through simple configuration changes, avoiding the need for code rewrites. - Retries and Fallbacks: Manages rate limits, timeouts, and errors gracefully to maintain application uptime and reliability. - MCP Native Integration: Seamlessly connects with existing Model Control Protocol (MCP) tools, serving as the first MCP-native AI middleware. Primary Value and User Solutions: Modular addresses the common challenge of AI feature implementation becoming an extensive infrastructure project. By providing a streamlined API with methods like `ai.run` and `ai.chat`, developers can register data sources and deploy AI functionalities without delving into the complexities of model selection, prompt engineering, or data synchronization. This approach significantly reduces development time and resources, allowing teams to deliver AI-enhanced applications efficiently. **Who Is the Company Behind Modular?** - **Seller:** [Modular](https://www.g2.com/sellers/modular-2026-07-08) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 24. [OfoxAI](https://www.g2.com/products/ofoxai/reviews) OfoxAI is a unified API gateway that gives developers access to 100+ large language models through a single endpoint. Connect to GPT-5.4, Claude Opus 4.6, Gemini 3.1 Pro, DeepSeek V4, MiniMax M2.5, and more — all with one API key. Key features: - Native support for OpenAI, Anthropic, and Gemini SDK protocols - Direct connection from China via Hong Kong express routes (100-300ms latency) - Pay with WeChat, Alipay, or credit card - Team collaboration with shared billing - 99.9% uptime SLA Get started in 3 minutes at https://ofox.ai **Who Is the Company Behind OfoxAI?** - **Seller:** [NICE TALK](https://www.g2.com/sellers/nice-talk) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (2 employees on LinkedIn®) ### 25. [RouterBase](https://www.g2.com/products/routerbase/reviews) RouterBase is a unified API gateway that provides access to 200+ AI models including GPT, Claude, Gemini, Llama, Mistral and DeepSeek through a single OpenAI-compatible endpoint. It works as a drop-in replacement for the OpenAI SDK, with smart routing by cost or latency, automatic failover during outages, unified billing and usage analytics. SDKs are available for Python, Node.js, Go and Ruby. A free tier is available to get started. **Who Is the Company Behind RouterBase?** - **Seller:** [DeepOpen](https://www.g2.com/sellers/deepopen) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ## What Is AI Gateways Software? [Artificial Intelligence Software](https://www.g2.com/categories/artificial-intelligence) ## What Software Categories Are Similar to AI Gateways Software? - [API Management Tools](https://www.g2.com/categories/api-management) - [API Development Tools](https://www.g2.com/categories/api-development) - [API Platforms](https://www.g2.com/categories/api-platforms)