WorldofAI puts Claude Sonnet 4.6 through a comprehensive set of tests, from front-end generation to Minecraft clones to browser automation.
Key Specs & Pricing
- Full upgrade across coding, computer use, long context reasoning, agent planning, knowledge work, and design
- 1 million token context window (beta)
- Same pricing as Sonnet 4.5: 6/M output tokens — half the price of Opus 4.6
- Scored 79.6 on SWE-Bench Verified, achieving state-of-the-art on agentic coding and financial analysis benchmarks
- Around 2x faster than Opus
- Less hallucination, better instruction following, and improved long context handling
How to Access
- API — available directly
- Claude chatbot — free but heavily rate-limited
- LM Arena — free access
- Kilo Code — open-source agent, provides $25 free credits
- Open Router — API access
Front-End Generation
- Generated a SaaS landing page with a new visual style not seen in other models
- Strong typography, color palette, and component structure
- Outperformed Gemini’s front-end output in the reviewer’s opinion
Mac OS Clone
- Single-prompt generation of a functional Mac OS-style interface
- Working components: Finder, file manager, terminal, calculator, system settings
- Functional features: music player with time bar, spotlight search, Wi-Fi/battery/brightness controls, wallpaper changing, folder management
- Top bar tools mimicking real Mac OS behavior
Minecraft Clone (Kilo Code + Free API)
- Deployed multiple agents via Kilo Code to build “Boxelcraft”
- First generation with actual terrain generation (including underground caves)
- Features: heart bar, food bar, block placement/breaking, world creation, configurable settings
- Notably faster than Opus at code generation
- Some bugs with block formatting and lag in browser — improved after re-prompting for lower specs
3D Simulations
- F1 Car Drifting: 3D simulation with drift marks, smoke from rear tires only, RPM/speed display, multiple camera angles (aerial, sidecam). Cleaner and more intuitive than Opus output
- 3D Room Design: Orbit control, furniture toggle on/off, night mode visualization. Decent output in Three.js
- Marble Labyrinth: Board-tilt game controlled by mouse movement, with physics and checkpoints. Fully functional
SVG Generation
- Tested butterfly, robot, pelican on a bike, PS5 controller
- Decent output but did not match Opus 4.6 quality for SVG specifically
- SVG remains a relative weakness compared to Opus
Browser Automation (Stress Test)
- Autonomous multi-task setup via Kilo Code: HTML dashboard, Python automation script, CSV data generation, task list
- Used Playwright to open a browser, Google search for latest AI news, and scrape top 5 headlines
- Connected Python script to the front-end dashboard displaying weather, CSV data, and a number grid
- Fast and reliable execution across all components
Conclusion
- Best bang for the buck — near Opus intelligence at half the cost
- Strong at agentic use cases, browser automation, and reasoning across large contexts
- Better instruction following than previous Sonnet models and Gemini
- 1 million context window is a significant advantage for complex tasks
- SVG generation still trails Opus 4.6
WorldofAI对Claude Sonnet 4.6进行了全面测试,从前端生成到Minecraft克隆再到浏览器自动化。
核心规格与定价
- 在编程、计算机使用、长上下文推理、智能体规划、知识工作和设计方面全面升级
- 100万token上下文窗口(测试版)
- 与Sonnet 4.5相同定价:输入6/百万token — Opus 4.6的一半价格
- SWE-Bench Verified得分79.6,在智能体编程和金融分析基准测试中达到最先进水平
- 速度约为Opus的2倍
- 更少幻觉,更好的指令遵循,改进的长上下文处理能力
获取方式
- API — 直接可用
- Claude聊天机器人 — 免费但有严格速率限制
- LM Arena — 免费访问
- Kilo Code — 开源智能体,提供$25免费额度
- Open Router — API访问
前端生成能力
- 生成了一个SaaS落地页,展现出其他模型未见的全新视觉风格
- 出色的排版、配色方案和组件结构
- 评测者认为超越了Gemini的前端输出
Mac OS克隆
- 单次提示生成功能性Mac OS风格界面
- 可用组件:Finder、文件管理器、终端、计算器、系统设置
- 功能特性:带时间条的音乐播放器、聚焦搜索、Wi-Fi/电池/亮度控制、壁纸更换、文件夹管理
- 顶部工具栏模拟真实Mac OS行为
Minecraft克隆(Kilo Code + 免费API)
- 通过Kilo Code部署多个智能体构建”Boxelcraft”
- 首个具有实际地形生成(包括地下洞穴)的生成结果
- 功能:生命值条、食物条、方块放置/破坏、世界创建、可配置设置
- 代码生成速度明显快于Opus
- 浏览器中存在方块格式和延迟问题 — 降低规格后有所改善
3D模拟
- F1赛车漂移:3D模拟,带漂移痕迹、仅后轮冒烟、转速/速度显示、多摄像机角度。比Opus输出更清晰直观
- 3D房间设计:轨道控制、家具开关切换、夜间模式。Three.js输出效果不错
- 弹珠迷宫:鼠标控制的倾斜迷宫游戏,带物理效果和检查点,完全可玩
SVG生成
- 测试了蝴蝶、机器人、骑自行车的鹈鹕、PS5手柄
- 输出尚可但未达到Opus 4.6的SVG质量
- SVG仍是相对于Opus的弱项
浏览器自动化(压力测试)
- 通过Kilo Code自主完成多任务设置:HTML仪表板、Python自动化脚本、CSV数据生成、任务列表
- 使用Playwright打开浏览器、Google搜索最新AI新闻并抓取前5条标题
- 将Python脚本连接到前端仪表板,展示天气、CSV数据和数字网格
- 所有组件执行快速可靠
总结
- 性价比最高 — 以一半价格获得接近Opus的智能水平
- 在智能体用例、浏览器自动化和大上下文推理方面表现强劲
- 指令遵循优于之前的Sonnet模型和Gemini
- 100万上下文窗口对复杂任务是显著优势
- SVG生成仍落后于Opus 4.6