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AI Security Gateway VS Eclipse

Compare AI Security Gateway VS Eclipse and see what are their differences

AI Security Gateway logo AI Security Gateway

AI Security Gateway (AISG) is an AI firewall, LLM proxy & MCP Gateway that redacts 30+ PII types (text+vision), blocks prompt injections, smart-routes 600+ models, & enforces budgets —2-line integration, loop detection, zero data retention.

Eclipse logo Eclipse

Eclipse is an open source community, whose projects are focused on building an open development platform comprised of extensible frameworks, tools and runtimes for building, deploying and managing software across the lifecycle.
  • AI Security Gateway AI Security Gateway Landing Page
    AI Security Gateway Landing Page //
    2026-05-06
  • AI Security Gateway Dashboard
    Dashboard //
    2026-04-16
  • AI Security Gateway PII Protection Playground
    PII Protection Playground //
    2026-05-06

AI Security Gateway is the control layer between your application and any LLM provider. Change your base_url. Two lines of code. Your prompts are secured before they leave your infrastructure.

Core Problems It Solves

  • Sensitive DLP in text and vision prompts
  • Prompt injection and jailbreak attacks
  • Runaway LLM costs
  • Compliance risks (GDPR, HIPAA, PCI-DSS, EU AI Act)
  • Vendor lock-in across evolving model providers

Key Features

  • Multi-Modal PII Redaction — Detects and redacts 30+ entity types in text + vision OCR for images
  • Prompt Injection Protection — Blocks malicious inputs in real time
  • Smart Autonomous Routing — 600+models, 8 providers
  • Budget Enforcement — Hard per-project caps, pre-flight checks, and token quotas
  • Zero Data Retention — Fully stateless; prompts and responses exist only in volatile processing memory.
  • BYOK (Bring Your Own Key) — Pro plan with 0% markup on your provider keys
  • *Kills agent retry loops * — SHA-256 fingerprint detection stops runaway LangChain/CrewAI/AutoGPT loops
  • *Semantic caching *— identical DLP-cleaned prompts return cached responses.
  • *Webhook alerts *— HMAC-signed push notifications for PII blocks, injection attempts, budget exhaustion, and loop detection.
  • *SAML SSO *
  • *4-tier RBAC *
  • *SIEM Connectors *
  • *Hybrid VPC Deployment *
  • EU AI Act Article 12 audit trails — hash-chained, tamper-evident records.
  • *MCP Gateway (private beta) *— DLP firewall for Model Context Protocol tool calls
  • 1M Free Credits on signup — no credit card required

Deploy

Self-host the open-source core (Apache 2.0) or managed cloud service or Hybrid VPC. Change two lines of code (base URL + API key) to route through AISG. No SDK changes, no code refactoring.

Try it free: aisecuritygateway.ai Open source: github.com/aisecuritygateway

  • Eclipse Landing page
    Landing page //
    2023-10-18

AI Security Gateway features and specs

  • PII Detection & Redaction
    28+ entity types (emails, SSN, API keys, etc.)
  • Multi-Modal DLP
    Text + OCR-based image scanning
  • Prompt Injection Detection
    Pattern + heuristic-based filtering
  • Stateless Processing
    No prompt/response storage
  • Smart Model Routing
    Cheapest/fastest model selection
  • Multi-Provider Support
    OpenAI, Claude, Gemini, Groq, MistralAI, Together.AI, DeepInfra
  • Budget Enforcement
    Block or downgrade based on cost thresholds
  • OpenAI-Compatible API
    Drop-in replacement
  • BYOK (Bring Your Own Key)
    Use your own provider credentials
  • Managed Wallet Mode
    Prepaid credits for simplified billing
  • Low Latency
    <50ms for text DLP
  • Audit Logs (Metadata Only)
    Violation types, counts, latency
  • Project-Based Isolation
    Per-key policies and configs
  • Recursive Loop Protection
    SHA-256 fingerprint detection kills agent retry loops
  • Webhook Notifications
    HMAC-signed real-time alerts to Slack/PagerDuty/SIEM
  • EU AI Act Compliance Logging
    Hash-chained tamper-evident audit records
  • Python SDK
    pip install aisg — typed exceptions
  • Chain Verification API
    Verify tamper-evidence of audit trail
  • JSONL Audit Export
    Export compliance records for regulators

Eclipse features and specs

  • Rich Plugin Ecosystem
    Eclipse has a large variety of plugins available, which allow for the customization and extension of its functionality. This makes it suitable for different types of development, including Java, C++, and Python.
  • Open Source
    Eclipse is free and open-source, allowing developers to contribute to and modify the codebase. This encourages community engagement and continuous improvement.
  • Cross-Platform Support
    Eclipse runs on various operating systems, including Windows, macOS, and Linux, which provides flexibility for developers working in different environments.
  • Mature and Stable
    Eclipse has been around for a long time and has a large community of users, making it a mature and stable IDE.
  • Extensive Documentation
    Eclipse offers comprehensive documentation and user guides, which are helpful for both beginners and advanced developers.

Possible disadvantages of Eclipse

  • Performance Issues
    Eclipse can be slow, particularly when dealing with large projects or numerous plugins. This can be frustrating and time-consuming for developers.
  • Complexity
    The extensive range of features and plugins can make Eclipse overwhelming and difficult to navigate for new users.
  • Heavy Resource Utilization
    Eclipse is known to consume a significant amount of system resources, which can affect the performance of other applications.
  • Steeper Learning Curve
    Due to its extensive capabilities and complexity, Eclipse may have a steeper learning curve compared to simpler IDEs.
  • Occasional Stability Issues
    While generally stable, Eclipse can sometimes be prone to crashes or bugs, particularly when using third-party plugins that are not well-maintained.

Analysis of AI Security Gateway

Overall verdict

  • Based on its positioning as an AI security gateway solution, it appears to be a specialized tool aimed at helping organizations secure their AI/LLM deployments, though independent verification of specific claims and performance is recommended before adoption.

Why this product is good

  • Focuses on the growing need for AI-specific security controls as organizations adopt LLMs and AI systems
  • Likely provides centralized monitoring and policy enforcement for AI traffic and interactions
  • May help address emerging risks like prompt injection, data leakage, and unauthorized AI usage
  • Positions itself in a specialized niche addressing modern AI infrastructure security gaps

Recommended for

  • Organizations deploying multiple AI models or LLMs that need centralized security oversight
  • Enterprises concerned about data leakage through AI/LLM interactions
  • Security teams looking to implement guardrails for AI usage across their organization
  • Companies needing to demonstrate AI governance and compliance for regulatory purposes
  • Businesses integrating third-party AI APIs who want an additional security layer

AI Security Gateway videos

AI Security Gateway - The AI Firewall. Stop Data Leaks & Slash LLM Costs in 3 Minutes

Eclipse videos

Review: 2008 Mitsubishi Eclipse GT V6 (Manual)

More videos:

  • Review - 2009 Mitsubishi Eclipse Review - No Show No Go
  • Review - MotorWeek | Retro Review: &#39;95 Mitsubishi Eclipse

Category Popularity

0-100% (relative to AI Security Gateway and Eclipse)
AI
100 100%
0% 0
IDE
0 0%
100% 100
Security & Privacy
100 100%
0% 0
Text Editors
0 0%
100% 100

Questions & Answers

As answered by people managing AI Security Gateway and Eclipse.

Why should a person choose your product over its competitors?

AI Security Gateway's answer

AI Security Gateway offers a unique combination that no competitor matches:

  • vs. Portkey/Helicone: They observe and log. We actively redact PII, kill agent loops, and push webhook alerts — before your data leaves your infrastructure.
  • vs. OpenRouter: They route traffic. We govern it — with PII redaction, budget enforcement, loop protection, and EU AI Act compliant audit trails.
  • vs. Vercel AI Gateway: They passively log. We scan, redact, block, and alert in real time.
  • vs. LiteLLM: We add a built-in firewall, webhook notifications, compliance logging, and managed hosting.

Plus: EU AI Act Article 12 enforcement begins August 2, 2026. AISG ships compliant audit trails today — hash-chained, tamper-evident, with JSONL export and chain verification. Most competitors have no compliance story at all.

How would you describe the primary audience of your product?

AI Security Gateway's answer

Software Architects, CISOs, and Engineering Managers at organizations moving LLM implementations from "experimentation" to "production." We serve teams that need to satisfy strict security and compliance reviews while simultaneously reducing the high cost of proprietary AI models. AI Security gateway is designed for developers, startups, and enterprises building applications with LLMs. It is especially valuable for teams moving from experimentation to production, where concerns around data security, compliance, and cost control become critical.

Which are the primary technologies used for building your product?

AI Security Gateway's answer

AI Security Gateway is built using a cloud-native architecture with Python-based API services, containerized deployments (ECS/EKS), and AWS infrastructure components such as NoSQL Databases and CDN. It leverages industry-standard NLP and security frameworks for detection and integrates with multiple LLM provider APIs through a unified, controlled and optimized gateway layer.

Who are some of the biggest customers of your product?

AI Security Gateway's answer

AI Security Gateway is currently being adopted by early-stage startups, independent developers, and AI-focused teams experimenting with production use cases. As the platform evolves, it is designed to support enterprise-grade deployments with advanced governance and compliance requirements.

What's the story behind your product?

AI Security Gateway's answer

AI Security Gateway (AISG) was built after observing a recurring pattern across teams adopting LLMs: developers were unknowingly sending sensitive data such as API keys, logs, and customer information directly to external AI providers, while also struggling with unpredictable costs. Existing solutions either focused on routing or security, but not both. AISG was created as a unified layer to solve these real-world problems — enabling safe, controlled, and cost-efficient AI adoption. AISG was born out of a realization by its founder, a veteran software architect, that 'Shadow AI' was becoming the biggest security risk in the modern stack. After seeing users accidentally paste company secrets into AI prompts, we engineered a stateless, high-performance firewall to allow innovation to continue without compromising data sovereignty.

What makes your product unique?

AI Security Gateway's answer

Unlike standard AI gateways that act as passive proxies, AI Security Gateway is an active security and compliance engine. We combine:

  1. Multi-modal Vision DLP — OCR scans images for PII before they reach any provider
  2. Recursive Loop Protection — the only API proxy that detects and kills agent retry loops at the gateway layer, across all frameworks (LangChain, CrewAI, AutoGPT)
  3. Real-time Webhook Alerts — HMAC-SHA256 signed push notifications to your SOC workflow. Most AI proxies require polling; AISG pushes events the moment they happen.
  4. EU AI Act Compliance — hash-chained, tamper-evident audit records that satisfy Article 12 requirements. SHA-256 fingerprints only — no raw content stored. Privacy by design.
  5. Financial Intelligence — treats LLM tokens like a trading desk, routing each request to the cheapest provider in real time. All in a single stateless proxy with 2-line integration

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare AI Security Gateway and Eclipse

AI Security Gateway Reviews

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Eclipse Reviews

Explore 9 Top Eclipse Alternatives for 2024
Eclipse, a pioneering platform in computer programming, was founded by IBM in the late ’90s. It offers an Integrated Development Environment (IDE) and supports various languages like Java, C++, Python, and more. With a rich history of innovation, Eclipse has become a go-to choice for individual programmers and large development teams alike.
Source: aircada.com
The Best IDEs for Java Development: A Comparative Analysis
Extensive Plugin System: Eclipse offers an extensive plugin system that allows developers to customize their own features. It supports more than 100 programming languages, including Groovy, JavaScript, C++, and Python.
Source: dev.to
THE BEST 34 APP DEVELOPMENT SOFTWARE IN 2022 LIST
Eclipse is a community for individuals and organisations who wish to collaborate on commercially-friendly open-source software. Its projects are focused on building an open development platform comprised of extensible frameworks, tools and runtimes for building, deploying and managing software across the lifecycle. Originally created by IBM in November 2001 and supported by...
Top 10 Visual Studio Alternatives
Here at the Eclipse platforms, users can effortlessly combine several languages. Moreover, it offers other features as well. You can put your creativity at work as well. That means with the help of imagination and ideas. You can develop services.
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What Do You Need to Know About Eclipse Eclipse was released in June 1999 by IBM as a platform to aid developers in producing applications based on Java technology. The software is named after the lunar event of the same name, which is where the idea of developing a platform for applications based on the Java programming language originat... Continue Reading →
Source: eclipsewin.com

Social recommendations and mentions

Based on our record, Eclipse should be more popular than AI Security Gateway. It has been mentiond 9 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AI Security Gateway mentions (1)

  • I Built an Open-Source AI Firewall Because Every LLM App Leaks Data
    I built AI Security Gateway to fix this. It's an open-source proxy that sits between your app and any LLM provider. Every prompt passes through a security layer before it reaches the model. - Source: dev.to / 4 months ago

Eclipse mentions (9)

  • Microsoft: An Open-Source Comedy
    💡 You can still install extensions on vscodium using Open VSX Registry, which is an opensource project by Eclipse Foundation. - Source: dev.to / 12 months ago
  • Decryption and incomplete certificate chains
    For example I can access eclipse.org in chrome without issue. I'm seeing my PA cert when I check it's trusted. However when I run the eclipse installer it fails which I suspect is because of the decryption. I'm seeing this log in the decryption log both before and after installing the IA cert and when both using the installer or browsing the site. Source: about 3 years ago
  • The eclipse/Java struggle is real...Please help
    I think u/rayok's post is probably going to be your most relevant lead. Maybe it's a JRE related thing. I'd go ahead and reinstall eclipse from the eclipse.org download page rather than your OS app store. Maybe the JRE didnt get installed correctly idk. Source: over 3 years ago
  • nvim lsp installer fails to install jdtls
    "Failed to fetch the latest release from eclipse.org". Source: almost 4 years ago
  • Eclipse doesn't start after OSX Monterey 12.1 update on M1
    After updating the Mac Air M1 Eclipse just didn't start. I downloaded AArch64 again from eclipse.org and now it works. Would there have been a smarter way to fix this? Source: over 4 years ago
View more

What are some alternatives?

When comparing AI Security Gateway and Eclipse, you can also consider the following products

liteLLM - One library to standardize all LLM APIs

Microsoft Visual Studio - Microsoft Visual Studio is an integrated development environment (IDE) from Microsoft.

OpenRouter - A router for LLMs and other AI models

IntelliJ IDEA - Capable and Ergonomic IDE for JVM

Portkey - Build production-grade & reliable AI apps with Portkey

Xcode - Xcode is Apple’s powerful integrated development environment for creating great apps for Mac, iPhone, and iPad. Xcode 4 includes the Xcode IDE, instruments, iOS Simulator, and the latest Mac OS X and iOS SDKs.