New API vs Obviously 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. | Obviously AI is a robust machine learning platform that empowers users to predict a diverse range of outcomes using their tabular data. From lead conversion and fraud detection to dynamic pricing and property prices, this platform provides tailored solutions for business analysts, sales & marketing operations, data scientists, executives, and software engineers. With extensive resources like blogs, knowledge bases, API documentation, and integration capabilities with tools such as Zapier, Airtable, Dropbox, and Salesforce, Obviously AI makes advanced analytics accessible to everyone. |
| Category | Developer Tools | Machine Learning |
| Rating | No reviews | No reviews |
| Pricing | Open Source | Paid |
| Starting Price | N/A | $75/mo |
| Plans | — |
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| Use Cases |
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| Tags | AI gatewayLLM routingmodel managementrate limitingusage accounting | machine learningpredictiontabular datalead conversionfraud detection |
| 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 | ||
| No-code machine learning | ||
| Integration with Zapier, Airtable, Dropbox, and Salesforce | ||
| Robust data security | ||
| Extensive resources and documentation | ||
| Versatile use cases | ||
| Tailored for multiple roles | ||
| Fast and accurate predictions | ||
| User-friendly platform | ||
| Supports diverse industries | ||
| Real-world success stories | ||
| View New API | View Obviously AI | |
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