Blog & Guides

Practical LLM API guides, model reviews, and integration tutorials.

Model reviewsJul 24, 2026

Tencent Hunyuan Hy3 Review: 295B MoE, 256K Context, Stronger Agent Capabilities

Based on Tencent's official Hy3 release, this review explains why Hy3 matters: 295B MoE scale, 21B active parameters, 256K context, stronger agent and coding performance.

API and integration guidesJul 24, 2026

LLM API Integration Guide: Start Calling GPT, Claude, and Kimi

A practical step-by-step guide to integrating major LLM APIs, including OpenAI-compatible endpoints, Claude-native protocol, and unified access to Chinese models.

Model reviewsJul 24, 2026

DeepSeek V4 Pro Review: 1M Context, Coding & Reasoning Performance

An in-depth review of DeepSeek V4 Pro covering 1M context window, coding benchmarks, reasoning capabilities, pricing, and practical use cases for developers.

API and integration guidesJul 24, 2026

AI Agent Development Guide: Build Intelligent Workflows with LLM APIs

From concepts to hands-on implementation, learn how to use large language model APIs to build AI agents for task automation and intelligent workflow orchestration.

API and integration guidesJul 24, 2026

Chinese LLM API Access from Overseas: China MaaS Pricing and Model Coverage

Compare Chinese LLM API and China LLM API access for overseas teams: China MaaS pricing, Kimi, GLM, Qwen, DeepSeek routes, and one OpenAI-compatible API key.

Model reviewsJul 24, 2026

Kimi K3 API Pricing and Specs: Model ID, 1M Context, and Open-Weight Status

A source-backed guide to Kimi K3 API pricing, the kimi-k3 model ID, 2.8T parameters, 1M context, native vision, cost examples, and the scheduled release of full weights.

API and integration guidesJul 24, 2026

LLM Token Pricing Explained: How to Calculate and Cut Your API Costs

A practical breakdown of how large language model token billing works — input vs. output pricing, prompt caching, and concrete tactics to reduce your API spend.

API and integration guidesJul 24, 2026

AI Coding Assistants Compared in 2026: Claude Code vs Cursor vs GitHub Copilot

A comprehensive comparison of leading AI coding assistants across code generation, context understanding, multilingual support, pricing, and overall value.

Model reviewsJul 24, 2026

Grok 4.5 Review: 500K Context, Speed, Coding & Agents

Grok 4.5 review based on xAI documentation, X reactions, and Reddit tests, covering coding, agents, 500K context, pricing, limits, and practical value.