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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

AspectDetails
ModelsClaude offers Opus, Sonnet, and Haiku tiers. OpenAI offers GPT-4o, GPT-4.1, and o-series reasoning models.
Context windowClaude supports up to 200K tokens. GPT-4o supports 128K tokens.
StreamingBoth support SSE streaming with identical API format via Ace Data Cloud.
VisionBoth support image inputs. GPT-4o also supports image generation.
PricingBoth 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 the model parameter:
import requests

API_KEY = "YOUR_API_KEY"

def call_api(model, prompt):
    return requests.post(
        "https://api.acedata.cloud/v1/chat/completions",
        headers={"Authorization": f"Bearer {API_KEY}"},
        json={"model": model, "messages": [{"role": "user", "content": prompt}]},
    ).json()

# Switch between providers with one line change
result = call_api("claude-sonnet-4-20250514", "Hello!")
result = call_api("gpt-4o", "Hello!")
result = call_api("gemini-2.5-flash", "Hello!")

Get started

Try it free

Sign up at platform.acedata.cloud and get free trial credits for every service.