New API vs Programming Helper

Side-by-side comparison · Updated October 2026

 New APINew APIProgramming HelperProgramming Helper
DescriptionNew 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.The Programming Helper offers a versatile AI Code Generator that simplifies the coding process by allowing users to write instructions in plain English and receive instant, accurate code outputs. This tool leverages GPT technology to interpret natural language instructions and generate appropriate code. It supports a variety of coding tasks including generating functions, SQL commands, HTML, CSS, regex patterns, and testing scripts from simple descriptions.
CategoryDeveloper ToolsGenerative Code
RatingNo reviewsNo reviews
PricingOpen SourcePricing unavailable
Starting PriceN/AN/A
Use Cases
  • Development Teams
  • SaaS Companies
  • DevOps Engineers
  • Finance Teams
  • Beginner Programmers
  • Professional Developers
  • Database Administrators
  • Web Developers
Tags
AI gatewayLLM routingmodel managementrate limitingusage accounting
AI Code GeneratorCode GenerationNatural Language to CodeCoding AssistantProgramming
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
Generate functions from descriptions.
Create SQL commands from text.
Translate code to various languages.
Produce HTML and CSS from descriptions.
Explain code in plain English.
Fix syntax errors in code.
Create test scripts for code.
Generate classes from descriptions.
Construct regex patterns from text.
Translate regex into plain English.
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