title: “Claude API vs OpenAI API: A comprehensive comparison” seo: “Claude API vs OpenAI API — Which is better for your project?” description: “Compare Claude and OpenAI APIs side by side — pricing, features, performance, and code examples. Find out which AI chat API fits your needs.”
Compare Claude and OpenAI APIs side by side — pricing, features, performance, and code examples. Find out which AI chat API fits your needs.Quick comparison
| Aspect | Details |
|---|---|
| Models | Claude offers Opus, Sonnet, and Haiku tiers. OpenAI offers GPT-4o, GPT-4.1, and o-series reasoning models. |
| Context window | Claude supports up to 200K tokens. GPT-4o supports 128K tokens. |
| Streaming | Both support SSE streaming with identical API format via Ace Data Cloud. |
| Vision | Both support image inputs. GPT-4o also supports image generation. |
| Pricing | Both are pay-as-you-go on Ace Data Cloud with free trial credits. |
Unified API access
All services compared above are available through Ace Data Cloud’s unified API. This means:- One API key for all services
- OpenAI-compatible format for chat models — switch models by changing one parameter
- Pay-as-you-go pricing with free trial credits
- No separate accounts needed for each provider
Code example
With Ace Data Cloud, switching between models is as simple as changing themodel parameter:

