New API vs Vizly
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. | Vizly is an AI-powered data scientist platform aimed at helping users analyze data and extract meaningful insights quickly. It caters to various sectors including healthcare, finance, and general data analysis, providing powerful capabilities for tasks like exploratory data analysis (EDA), trend forecasting, and fraud detection. Vizly supports a wide array of data sources and offers multiple pricing tiers to match different user needs. Users can easily start with a free tier allowing up to 10 messages per month, with paid plans providing more extensive usage and advanced features. |
| Category | Developer Tools | Data Analytics |
| Rating | No reviews | No reviews |
| Pricing | Open Source | Freemium |
| Starting Price | N/A | Free |
| Plans | — |
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| Tags | AI gatewayLLM routingmodel managementrate limitingusage accounting | AI-powereddata scientist platformanalyze datainsightshealthcare |
| 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 data analysis | ||
| Exploratory Data Analysis (EDA) | ||
| Support for multiple data formats (CSV, Excel, SPSS, PDF, images, JSON) | ||
| Advanced visualization tools | ||
| Trend forecasting | ||
| Fraud detection | ||
| User-friendly interface | ||
| Privacy-focused data handling | ||
| Customizable pricing plans | ||
| Academic discounts available | ||
| View New API | View Vizly | |
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