AirOps vs New API
Side-by-side comparison · Updated October 2026
| Description | AirOps is a platform designed to empower e-commerce solutions by scaling SEO, SEM, and enriching PDP content. Each feature is aimed at improving the comprehensive quality of marketplace listings. Additionally, content creation for SEO teams is streamlined, enabling teams to generate original, high-ranking content efficiently. Besides, product teams can accelerate the prototyping and shipping of AI features, making the development process faster and more robust. | New API is a self-hosted AI gateway and model-management project maintained in the QuantumNous repository. It brings provider channels, access tokens, model restrictions, usage statistics and cost accounting into one interface. Teams supply their own authorized model-provider access and operate the gateway in their chosen environment. The gateway supports several API formats, including OpenAI-compatible requests, Claude Messages and Google Gemini. Compatibility has boundaries: the README marks Gemini-to-OpenAI conversion as text-only without function calling, and OpenAI-compatible to Responses conversion as in development. Test the exact endpoints, streaming behavior and tool calls your application uses before switching traffic. Routing features include weighted channel selection, automatic retry after failures and user-level model rate limits. The dashboard supports request-based, usage-based and cache-hit cost accounting, with token grouping and model-access controls. These controls can help organize usage, but retries and a common API format do not guarantee uninterrupted service or identical behavior across providers. The current repository license is AGPLv3. Docker Compose is the recommended quick-start path in the README, which also documents Docker commands with SQLite or MySQL. Running the software still involves infrastructure, operations and upstream model charges. Review the current license, secure your deployment and validate accounting against provider bills. Compare LiteLLM if you also want a Python SDK or a documented gateway for MCP servers and agents. |
| Category | E-commerce | Developer Tools |
| Rating | No reviews | No reviews |
| Pricing | Pricing unavailable | Open Source |
| Starting Price | N/A | N/A |
| Use Cases |
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| Tags | e-commerceSEOSEMPDP contentcontent creation | AI gatewayLLM routingmodel managementrate limitingusage accounting |
| Features | ||
| Scale SEO, SEM, and enrich PDP content | ||
| Improve marketplace listing quality | ||
| Create original, high-ranking content | ||
| Prototype and ship AI features faster | ||
| Advanced CSS styling for better aesthetics | ||
| Focus state styles for accessibility | ||
| Dark-themed section configurations | ||
| Fluid design principles for responsive layouts | ||
| Comprehensive platform resources | ||
| Join the AirOps Builder network | ||
| Self-hosted AI gateway and model management | ||
| Provider channels, token groups and model restrictions | ||
| OpenAI-compatible, Claude Messages and Gemini format support | ||
| Documented limits on protocol conversion | ||
| Weighted channel selection and failure retries | ||
| User-level model rate limiting | ||
| Request, usage and cache-hit cost accounting | ||
| Docker Compose deployment documentation | ||
| View AirOps | View New API | |
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