Author: APIYI - Stable and affordable AI API

Try AI Large Model https://api.apiyi.com for free Stable and reliable AI LM API aggregation service, Get 300 Millions Tokens for Free~

Billing & Cost Optimization | Image Generation API

Freepik AI Suite Comprehensive Analysis: 11 Tools Compared to Nano Banana Pro API, 2 Image Generation Paths for Developers and Designers
ByAPIYI - Stable and affordable AI API 2026年 3月 28日

The AI image generation landscape is splitting into two distinct paths: one is the all-in-one web creative suite represented by Freepik, which offers visual operations for 36+ models; the other is the high-performance, cost-effective API represented by Nano Banana Pro, designed for developers and large-scale applications. These two paths aren't mutually exclusive—understanding their respective strengths…

Read More Freepik AI Suite Comprehensive Analysis: 11 Tools Compared to Nano Banana Pro API, 2 Image Generation Paths for Developers and Designers
Gemini API | LLM API News

Google Gemini AI Studio API is down again: Solutions for the total failure of Nano Banana Pro and 2
ByAPIYI - Stable and affordable AI API 2026年 3月 28日

Author's Note: This record covers the widespread Google Gemini AI Studio API outage on March 27, 2026. It analyzes the root causes behind the frequent 503 errors in the Nano Banana Pro and Nano Banana 2 image generation APIs, along with emergency and long-term mitigation strategies for developers. On March 27, 2026, the Google Gemini…

Read More Google Gemini AI Studio API is down again: Solutions for the total failure of Nano Banana Pro and 2
API Best Practices | Gemini API

Gemini 3.1 Pro Preview Why Is It Always Lagging? 5 Major Causes and 7 Solutions for Frequent 429 Errors
ByAPIYI - Stable and affordable AI API 2026年 3月 28日

"Why is Gemini 3.1 Pro Preview so slow again?" "What's up with the 429 RESOURCE_EXHAUSTED errors?" If you've been using Google's latest Gemini 3.1 Pro Preview API recently, you've probably been asking these questions daily. First token response times (TTFT) can hit 41 seconds, 429 errors are frequent even for paying users, and the Preview…

Read More Gemini 3.1 Pro Preview Why Is It Always Lagging? 5 Major Causes and 7 Solutions for Frequent 429 Errors
AI Coding | LLM API News

GLM-5.1 Online Test Scores 45.3 in Coding, Approaching Claude Opus 4.6: A High-Cost-Effective Alternative Starting at $3 for Coding Plan
ByAPIYI - Stable and affordable AI API 2026年 3月 27日

On March 27, 2026, Z.ai (formerly known as Zhipu AI) officially announced: GLM-5.1 is now live, available to all GLM Coding Plan users. In a coding evaluation using Claude Code as the testing tool, GLM-5.1 scored 45.3 points—just 2.6 points behind Claude Opus 4.6's 47.9 points, reaching 94.6% of Opus's performance. Even more impressive is…

Read More GLM-5.1 Online Test Scores 45.3 in Coding, Approaching Claude Opus 4.6: A High-Cost-Effective Alternative Starting at $3 for Coding Plan
Claude API | LLM API News

Understanding Claude Capybara Hierarchy: A Must-Read Guide for Newcomers to Anthropic’s 4-Tier Model System, Grasping the Complete Selection Logic from Haiku to Capybara in 3 Minutes
ByAPIYI - Stable and affordable AI API 2026年 3月 27日

If you've been keeping up with AI news, you've probably seen the term "Claude Capybara." This is Anthropic's fourth model tier, added above Opus, representing the current highest level of AI capability. On March 26, 2026, an accidental data leak prematurely revealed Claude Mythos, the first model in the Capybara tier, sending shockwaves through the…

Read More Understanding Claude Capybara Hierarchy: A Must-Read Guide for Newcomers to Anthropic’s 4-Tier Model System, Grasping the Complete Selection Logic from Haiku to Capybara in 3 Minutes
Claude API | LLM API News

What is Claude Mythos? A Full Analysis of Anthropic’s Strongest AI Model Leak in History: Capybara Tier, 6 Core Capabilities, and API Access Outlook
ByAPIYI - Stable and affordable AI API 2026年 3月 27日

On March 26, 2026, an accidental data leak brought Anthropic's most mysterious AI model to light: Claude Mythos, described by Anthropic officials as "our most capable model to date," representing a "step change" in AI capabilities. This wasn't a planned release. A configuration error in Anthropic's content management system led to approximately 3,000 unpublished blog…

Read More What is Claude Mythos? A Full Analysis of Anthropic’s Strongest AI Model Leak in History: Capybara Tier, 6 Core Capabilities, and API Access Outlook
API Best Practices | Billing & Cost Optimization

Analyzing the 5 Major Reasons for Slow Alibaba Cloud Qwen3.5 API Responses: The Truth Behind Insufficient Computing Power and 3 Alternative Solutions
ByAPIYI - Stable and affordable AI API 2026年 3月 27日

The slow API response times for Alibaba Cloud's Qwen3.5 are a hot topic in the developer community lately. As a model developed in-house by Alibaba, Qwen3.5-Plus and Qwen3.5-Flash should theoretically perform exceptionally well on their own compute resources. However, the actual user experience has left many developers puzzled – it's not just that their own…

Read More Analyzing the 5 Major Reasons for Slow Alibaba Cloud Qwen3.5 API Responses: The Truth Behind Insufficient Computing Power and 3 Alternative Solutions
Billing & Cost Optimization | Image Generation API

Cross-border E-commerce AI Image Generation Tool Recommendation: Comparison of 6 Major Platforms + Nano Banana 2 API Self-Built Solution
ByAPIYI - Stable and affordable AI API 2026年 3月 27日

Choosing the Right AI Image Generation Tool for Cross-Border E-commerce Sellers: A Guide to Platforms and API Solutions Author's Note: This guide is for cross-border e-commerce sellers looking to select an AI image generation tool. It compares the features, costs, and use cases of 6 major platforms like Photoroom, Claid, and Pebblely, alongside a self-built…

Read More Cross-border E-commerce AI Image Generation Tool Recommendation: Comparison of 6 Major Platforms + Nano Banana 2 API Self-Built Solution
AI Coding | API Best Practices

Can’t use GPT and Gemini with Claude Code? Comparison of 6 command-line AI coding tools and multi-model switching solutions
ByAPIYI - Stable and affordable AI API 2026年 3月 27日

Author's Note: This article explores why Claude Code is restricted to Anthropic models, compares the model support across 6 CLI tools (OpenCode, Cline, Aider, Gemini CLI, etc.), and provides a solution for using other models with Claude Code via a LiteLLM proxy. Claude Code is currently the most powerful AI coding tool for the terminal,…

Read More Can’t use GPT and Gemini with Claude Code? Comparison of 6 command-line AI coding tools and multi-model switching solutions
Gemini API | Image Generation API

Why does Nano Banana image generation API use RPM instead of QPS? An essential analysis of rate limiting in synchronous invocation mode
ByAPIYI - Stable and affordable AI API 2026年 3月 25日

title: Why Image Generation APIs Use RPM Instead of QPS: A Deep Dive description: Understanding why image generation APIs like Nano Banana Pro use RPM instead of QPS, and how the synchronous blocking nature of model invocation changes the game. tags: [AI, API, Technical Deep Dive, Image Generation] Author's Note: This is a deep dive…

Read More Why does Nano Banana image generation API use RPM instead of QPS? An essential analysis of rate limiting in synchronous invocation mode