#LLM API pricing comparison
350 related articles
Product Reviews·1 min
Medu vs Lovable Hands-On Comparison: 4x Cost Difference — Which Is Better for Full-Stack Development?
Hands-on comparison of Medu and Lovable across landing pages, full-stack SaaS, and browser games. Medu costs 4x less than Lovable, but Lovable delivers more polished designs.
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Tutorials·2 min
A Must-Read Guide to AI Coding for Non-Programmers: Model Selection, Tool Setup, and Real-World Applications
A beginner's guide to AI coding for non-programmers: how to choose between GPT and DeepSeek, get started with Cursor/Codex/Claude Code, and build real-world applications.
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Tutorials·3 min
How to Buy a Cloud Server and Deploy Your Personal Website from Scratch (2024 Practical Guide)
Step-by-step guide to buying a cloud server and deploying a personal website from scratch — covering Alibaba Cloud vs Tencent Cloud, SSH setup, BT Panel, and free trial options.
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Tutorials·2 min
AI + Content Creator Monetization Guide: A 2025 Beginner's Guide to Making Money from Scratch
A complete guide to AI + content creator monetization in 2025, covering niche selection, account launch, and affiliate strategies. From AI image generation to AI copywriting and video editing, even beginners can earn money with AI tools.
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Product Reviews·2 min
GPT 5.4 vs Opus 4.7 vs Kimi K2.6 Code: Real-World Programming Comparison
Real-world comparison of GPT 5.4, Claude Opus 4.7, and Kimi K2.6 Code across backend, frontend, cost-effectiveness, and tooling to help developers choose the best AI coding assistant.
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Research·2 min
Google Antigravity Uses 93 AI Agents to Build a Complete Operating System from Scratch
Google Antigravity built a complete OS from scratch using 93 AI agents and a single prompt—including kernel, drivers, and all components—for under $1,000.
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Expert Opinions·2 min
Token Maxing: YC CEO's Methodology for Achieving 400x Programming Efficiency with AI
YC CEO Gary Tan returned to coding after 13 years using Token Maxing with Claude Code, completing a $4M project in 5 days. Detailed breakdown of his 15 parallel agents, Plan-Eng-Review skills framework, and G-Stack open-source workflow.
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Tutorials·2 min
Complete Tutorial: Connecting Claude Code with Alibaba Cloud Coding Plan
Learn how to connect Claude Code with Alibaba Cloud Coding Plan, covering package selection, API Key configuration, and model switching for cost-effective AI coding.
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Industry Insights·2 min
Claude Opus 4.7 Released: 20% Coding Performance Boost, Same Price, Widening Gap with Chinese Models
Anthropic releases Claude Opus 4.7 with ~20% coding Agent improvement at unchanged pricing. Compared to GPT, Gemini, and Chinese models like GLM, Opus 4.7 leads decisively in coding.
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Product Reviews·2 min
Replit vs Cursor vs PageAgent: Which AI Agent Actually Gets Work Done?
In-depth comparison of Replit Agent 4, Cursor Automations, and PageAgent across positioning, capabilities, pricing, and use cases to find your ideal AI colleague.
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Tutorials·2 min
Getting Started with Qwen3-0.6B Fine-Tuning: Core Concepts of Large Language Models and Fine-Tuning Methodology Explained
Starting from the three core characteristics of LLMs, this article systematically covers foundational knowledge needed for Qwen3-0.6B fine-tuning, including model comparisons, fine-tuning value analysis, and the complete learning path.
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Product Reviews·2 min
10 Recommended Open-Source Claude Code Tools for May 2025
10 curated open-source Claude Code tools for May covering Token optimization, knowledge graphs, frontend design extraction, browser automation, and more to boost AI coding efficiency.
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Tutorials·2 min
Three Open-Source Tools to Unlock Full Codex Features: Save Money Without Sacrificing Functionality
Use CCnext, Codex++, and DeepSeek V4 to unlock full Codex functionality including plugins and mobile connectivity at a fraction of the cost.
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Product Reviews·3 min
Codex vs Kiro vs Coder: A Real-World Comparison of AI Coding Tools in 2025
A hands-on comparison of OpenAI Codex, Amazon Kiro, and Coder using the same HTML game prompt — evaluating code quality, game completeness, and real-world usability with detailed scores and recommendations.
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Industry Insights·2 min
AI Practical Guide for SMBs: 5 Types of Technical Applications Small Businesses Are Building
In-depth analysis of SMB AI adoption: automated workflows, vertical AI apps, internal tools, with practical tips and open-source recommendations for low-cost digital transformation.
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Product Reviews·4 min
GPT-5.2, Claude 4.5, Gemini 3 Pro Hands-On Comparison: 2025 Buying Guide
2025 hands-on comparison of GPT-5.2, Claude Sonnet 4.5, Gemini 3 Pro, and Grok 4.1 across image generation, deep research, writing, and reasoning, with pros/cons summary and budget-friendly access tips.
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Expert Opinions·2 min
Anthropic Warns: AI Makes Startup Failure Rates Higher, Not Lower
Anthropic's Founders Playbook warns that AI lowers dev costs but not demand validation costs. When execution is cheap, judgment becomes the scarcest startup skill.
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Product Reviews·2 min
astock-peg: An Open-Source Tool for Finding Undervalued A-Share Stocks Using the PEG Ratio
astock-peg is an open-source A-share PEG analysis tool built with Claude Code, integrating watchlist queries, AI deep analysis, and industry PE comparison to help investors find undervalued stocks.
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Tutorials·4 min
Windsurf Pro 14-Day Free Trial: Activate with Alipay, Access Top AI Models Like Claude & GPT
Windsurf Pro offers a 14-day free trial with access to Claude Opus 4.7, GPT-5.4, Gemini 3.1 Pro and more top AI models. Activate with Alipay—no credit card needed.
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Tutorials·2 min
Beginner's Guide to AI Large Language Models: GPU Requirements & Core Tech Stack Explained
2025 complete guide to AI LLMs: local deployment GPU/VRAM requirements (RTX 4090/24GB) and core tech stack including Prompt Engineering, Agents, MCP, LangGraph, and WorkFlow orchestration.
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