New API vs Pandachat
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. | PandaChat AI's Assistant allows users to chat with any type of data, simplifying data interaction in both personal and enterprise settings. The tool caters to varied data types, enhancing user productivity by turning data interaction into a conversational experience. Users can ask questions and receive insights without the need for complex queries or interface navigation, making it an excellent assistant for both casual and professional use. |
| Category | Developer Tools | Conversational AI |
| Rating | No reviews | No reviews |
| Pricing | Open Source | Custom |
| Starting Price | N/A | N/A |
| Plans | — |
|
| Use Cases |
|
|
| Tags | AI gatewayLLM routingmodel managementrate limitingusage accounting | data interactionpersonalenterpriseproductivityconversational experience |
| 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 | ||
| Conversational data interaction | ||
| Supports multiple data types | ||
| User-friendly interface | ||
| Available for personal and enterprise use | ||
| Cross-platform availability (web and desktop) | ||
| Customer support | ||
| Integration capabilities | ||
| Enhanced productivity | ||
| No technical knowledge required | ||
| Customizable for varied professional needs | ||
| View New API | View Pandachat | |
Modify This Comparison
Also Compare
Explore more head-to-head comparisons with New API and Pandachat.