New API vs Promptly Generated
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. | Promptly Generated is a tool designed to simplify prompt engineering, making it accessible to everyone from developers and business owners to students. By using this tool, users can craft precise AI prompts to enhance the relevance and quality of AI-generated responses. Whether for business, personal projects, or apps, Promptly Generated aims to democratize the power of AI, offering affordability without compromising on quality. Users can navigate AI limitations by breaking down complex queries and guiding the AI to provide accurate information. |
| Category | Developer Tools | Prompt Guides |
| Rating | No reviews | No reviews |
| Pricing | Open Source | Pricing unavailable |
| Starting Price | N/A | N/A |
| Use Cases |
|
|
| Tags | AI gatewayLLM routingmodel managementrate limitingusage accounting | prompt engineeringAI promptsbusinesspersonal projectsdevelopers |
| 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 | ||
| Simplifies prompt engineering | ||
| Affordable AI solution | ||
| User-friendly interface | ||
| Breaks down complex queries | ||
| Enhances AI response quality | ||
| Applicable for various projects | ||
| Industry-standard techniques | ||
| Democratizes AI capabilities | ||
| Supports all LLMs | ||
| Guides AI to handle limitations | ||
| View New API | View Promptly Generated | |
Modify This Comparison
Also Compare
Explore more head-to-head comparisons with New API and Promptly Generated.