New API vs Startup.ai
Side-by-side comparison · Updated October 2026
| Description | 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. | Stratup.ai is an AI-powered platform designed to fuel your entrepreneurial journey by generating, analyzing, and refining startup ideas. With access to over 100,000 unique ideas, Stratup.ai helps entrepreneurs discover untapped opportunities and provides actionable insights through advanced data analysis and machine learning algorithms. The platform also offers detailed reporting on branding, market research, and profitability, ensuring that users can make informed decisions and develop effective strategies for their business ventures. |
| Category | Developer Tools | Market Research |
| Rating | No reviews | No reviews |
| Pricing | Open Source | Free |
| Starting Price | N/A | Free |
| Plans | — |
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| Tags | AI gatewayLLM routingmodel managementrate limitingusage accounting | AI-poweredgenerate startup ideasanalyze startup ideasrefine startup ideasdata analysis |
| Features | ||
| 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 | ||
| AI-powered idea generation | ||
| Advanced data analysis | ||
| Machine learning algorithms | ||
| Detailed reports on branding and market research | ||
| Instant access to 100,000+ startup ideas | ||
| Actionable recommendations for refining concepts | ||
| Insights on trends, feasibility, and success potential | ||
| Comprehensive market research | ||
| User support and community updates | ||
| Pro Plan for advanced features | ||
| View New API | View Startup.ai | |
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