#1Coddy 每月有 7,478,457 次造訪,月增率 +17.8%,定價模式為免費增值。Scale 每月有 616,915 次造訪,成長率 +12.5%,定價模式為需聯絡報價。
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
| 面向/指標 | ||
|---|---|---|
| 官方網域 | coddy.tech | scale.com |
| 定價模式 | 免費增值 | 需聯絡報價 |
| 每月造訪次數 | 747.85萬 (7,478,457) | 61.69萬 (616,915) |
| 月流量變化量 | +113.16萬 (+17.8%) | +6.87萬 (+12.5%) |
| 主要市場與市佔 | 🇺🇸 美國 (15.4%) | 🇺🇸 美國 (44.2%) |
|---|
| 每月直接造訪 | 313.29萬 | 19.14萬 |
|---|
| 使用者評分 | 4.3 | 4.7 |
|---|
| 支援平台 | 網站 | 網站 |
|---|
透過動手練習與即時線上編譯器免費學程式
以練習為先的短課程可直接在瀏覽器執行,不必安裝編譯器或開發環境就能開始學習。
為 Python、JavaScript、C、C++、Java、SQL、React、Go、Swift 等語言提供專屬練習場,上完一課立刻寫程式實驗。
軟體工程師、前端、全端、後端、資料分析師、資料科學家、DevOps 與遊戲開發等結構化課程,打包企業真正需要的能力。
連續打卡式每日程式挑戰與進度追蹤,幫助學習者建立穩定習慣、在長課程間保持動力。
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
#1
專項更強Teaches computer science and logic through visual interactive puzzles and an AI tutor, but lacks traditional text-editor coding playgrounds.
#2專項更強專注於帶有 AI 引導的瀏覽器端 Linux 與 DevOps 實作實驗室,而非一般的多語言程式設計基礎。

專項更強在互聯環境中追蹤、評估並交付 AI 模型與代理。

專項更強Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.

免費 / 開源提供具彈性的開源替代方案,適用於自訂資料標註與真人迴路(Human-in-the-loop)標註管線。
提供企業級多模態標註與資料管理工具,但較不強調託管式的標註人力。
專項更強Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
專項更強打造、模擬、評估並監控能自我改進的 AI 代理