兩者的成長率相比如何？

Scale 的月增率為 +12.5%；Surf 為 -18.9%。

價格相比如何？

Scale：需聯絡報價。Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity. Surf：Free, Pro, Max, API credits。Surf 的定價頁面列出 Free、Pro、Max 多種方案，以及獨立的 API 額度包，並提供年付選項，高階方案包含 Studio 額度。具體數字會調整，購買前請以官方定價頁為準。

Scale 與 Surf 有哪些替代方案？

相關分類中的其他工具包括 Roboflow, LuxAlgo, MacroMicro 財經M平方, Labelbox, SuperAnnotate。

Scale vs Surf — 流量 (61.69萬 vs 11.63萬)、定價與選型結論

Open AI Tools

Scale vs Surf — 流量 (61.69萬 vs 11.63萬)、定價與選型結論 | Open AI Tools

流量與規格並排比較表

面向／指標	Scale	Surf
官方網域	scale.com	asksurf.ai
定價模式	需聯絡報價	Free, Pro, Max, API credits
每月造訪次數	61.69萬 (616,915)	11.63萬 (116,252)
月流量變化量	+6.87萬 (+12.5%)	-2.72萬 (-18.9%)
主要市場與市佔	🇺🇸 美國 (44.2%)	🇰🇷 南韓 (32.6%)
每月直接造訪	19.14萬	8.88萬
使用者評分	4.7	4.2
支援平台	網站	網站

Scale

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.

Data Engine

Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.

Model evaluation & benchmarks

Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.

Enterprise AI applications

Platform and services teams that pick the right use case, build the system and take ownership of the outcome.

Agentic deployment

Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.