AI App vs New API

Side-by-side comparison · Updated October 2026

 AI AppAI AppNew APINew API
DescriptionAI App provides an affordable, intuitive platform for accessing cutting-edge large language models like GPT-4, Google PaLM 2, and Mistral 7B. With a single membership, users can enjoy seamless integration across web, mobile, and desktop platforms, simply by clicking the 'Get Started' button.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.
CategoryAI AssistantDeveloper Tools
RatingNo reviewsNo reviews
PricingFreeOpen Source
Starting PriceN/AN/A
Plans
  • Basic — Pricing unavailable
  • Pro — Pricing unavailable
  • Enterprise — Contact for pricing
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Use Cases
  • Creative professionals
  • Businesses
  • Researchers
  • Graphic designers
  • Development Teams
  • SaaS Companies
  • DevOps Engineers
  • Finance Teams
Tags
AIlarge language modelsGPT-4Google PaLM 2Mistral 7B
AI gatewayLLM routingmodel managementrate limitingusage accounting
Features
Cross-compatible on Web, iOS, and Android Devices
Models recall previous topics
Real-time Web Search
Speech-to-text
Prompt Library
Import your own content
Image Generator
Multilingual Support
Whatsapp Integration
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
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