Scale: Supplies enterprise AI training data and expert model evaluations, operating on the infrastructure side of AI labs. Mercor 每月有 14,164,192 次造訪，月增率 +34%，定價模式為需聯絡報價。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 | mercor.com | scale.com |
| 定價模式 | 需聯絡報價 | 需聯絡報價 |
| 每月造訪次數 | 1416.42萬 (14,164,192) | 61.69萬 (616,915) |
| 月流量變化量 | +359.43萬 (+34%) | +6.87萬 (+12.5%) |
| 主要市場與市佔 | 🇺🇸 美國 (30.7%) | 🇺🇸 美國 (44.2%) |
| 每月直接造訪 | 751.82萬 | 19.14萬 |
| 使用者評分 | 4.4 | 4.7 |
| 支援平台 | 網站 | 網站 |
連結專業人才與前沿 AI 工作的智慧人才平台
依技能、經驗與可用時間運作的機器學習模型，能在數小時而非數週內將候選人與遠端職位匹配。
AI 驅動的面試與測評在專家被推薦給招聘方之前驗證其專業能力。
專家參與彈性的遠端專案，據報導平均時薪約 90 美元，並獲得快速、持續的付款。
Mercor 與企業合作設計法律、會計、軟體工程等 AI 代理評估基準。
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.
專項更強Offers robust general HR and recruiting tools with native AI agents, but lacks Mercor's specialized expert network.
透過 Arc 經過審核的遠端人才市集，利用 AI 候選人配對來尋找軟體專業人員。
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.
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。
專項更強Combines human expert technical interviewers with AI screening for rigorous engineering candidate evaluation.
專項更強打造、模擬、評估並監控能自我改進的 AI 代理
