API Best Practices

Best practices and experience sharing for API usage

OpenAI Compatible Mode vs Claude Native Format: 7 Key Differences That Determine Which Access Method You Should Use

by
openai compatible vs claude native api format difference guide en image 0 图示

Author's Note: A detailed comparison of 7 key differences between OpenAI-compatible mode and the native Claude API format, including support for features like Prompt Caching, Extended Thinking, and tool calling, to help you choose the most suitable integration method. Using the OpenAI SDK to call Claude models by just changing the base_url seems convenient—but you … Read more

Mastering the 3 Core Mechanisms of Claude API Caching Billing: 5-Minute vs. 1-Hour Cache Write Price Comparison and Detailed Explanation of Cross-Account Cache Isolation

by
claude api prompt caching pricing 5min 1hour aws bedrock guide en image 0 图示

Author's Note: A deep dive into Claude API's caching billing mechanism, comparing the price differences between 5-minute and 1-hour cache writes, addressing cross-account cache hit questions, and contrasting the caching billing differences between AWS Bedrock and the official Anthropic API. Claude API's Prompt Caching is a core strategy for reducing API call costs, but many … Read more

Mastering Veo 3.1 API 6 Major Parameter Differences: Flow Reverse vs Vertex Official Forwarding Complete Comparison Guide

by
veo 3 1 flow reverse vs vertex official api parameters comparison en image 0 图示

As Google DeepMind's latest video generation model, Veo 3.1 offers a few different ways to hook into its API, which can be a bit confusing for developers. What’s the actual difference between the Flow Reverse interface and Vertex Official Forwarding? In this post, we'll break down the differences across 6 core parameters to help you … Read more