devActivity 每月有 46,541 次造訪，月增率 +14%，定價模式為免費增值。LakeSail 每月有 3,516 次造訪，成長率 +4.6%，定價模式為 Freemium (open-source free; usage-based managed tier)。
Rust 原生資料與 AI 平台，讓現有 Spark 程式跑得更快
| 面向／指標 |  | |
|---|---|---|
| 官方網域 | devactivity.com | lakesail.com |
| 定價模式 | 免費增值 | Freemium (open-source free; usage-based managed tier) |
| 每月造訪次數 | 4.65萬 (46,541) | 3516 (3,516) |
| 月流量變化量 | +5721 (+14%) | +154 (+4.6%) |
| 主要市場與市佔 | 🇺🇸 美國 (16.5%) | 🇺🇸 美國 (92.9%) |
| 每月直接造訪 | 1.87萬 | 1384 |
| 使用者評分 | 4.2 | 4.4 |
| 支援平台 | 網站 | 網站 |
面向開發者體驗與團隊績效的 GitHub 原生分析
同時衡量提交、拉取請求、程式碼審查與議題活動，以及貢獻被審查與合併的嚴謹程度。
依真實工程活動，在幾次點擊內產生回顧會議的討論要點與建議。
在交付流程的減速點演變成常態排程問題之前先將其揭露。
經驗值、等級、挑戰、成就與排行榜讓流程改善成為團隊可以共同投入的事。
Rust 原生資料與 AI 平台，讓現有 Spark 程式跑得更快
透過 Spark Connect 執行既有 Spark SQL 與 DataFrame 程式且無需改寫；遷移只需替換遠端位址，並可用免費掃描器事先驗證相容性。
Sail 消除了 JVM 啟動、GC 停頓與記憶體調校負擔，啟動迅速，無狀態執行環境還能縮容至零。
使用 Python 函式庫在引擎速度下進行向量嵌入、模型評分與多模態處理，為語言、視覺與物理 AI 準備資料。
原生支援 Delta Lake 與 Iceberg，並部署在你自己的雲端帳號中，資料檔案始終由你掌握。
免費 / 開源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
免費 / 開源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
免費 / 開源OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
免費 / 開源OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
Tinybird is a data platform that pairs managed ClickHouse® with a hosted API, ingestion and MCP layer so engineering teams can build and ship real-time analytics products without operating database clusters themselves. It combines sub-second SQL querying, streaming and batch ingestion connectors, branching workflows and AI-agent tooling in one workflow.
Tinybird is a data platform that pairs managed ClickHouse® with a hosted API, ingestion and MCP layer so engineering teams can build and ship real-time analytics products without operating database clusters themselves. It combines sub-second SQL querying, streaming and batch ingestion connectors, branching workflows and AI-agent tooling in one workflow.
