nOps 每月有 97,959 次造訪,月增率 +13.8%,定價模式為 Usage-based。Prolific 每月有 18,697,671 次造訪,成長率 -1.8%,定價模式為付費。
| 面向/指標 | ||
|---|---|---|
| 官方網域 | nops.io | prolific.com |
| 定價模式 | Usage-based | 付費 |
| 每月造訪次數 | 9.8萬 (97,959) | 1869.77萬 (18,697,671) |
| 月流量變化量 | +1.19萬 (+13.8%) | -35.2萬 (-1.8%) |
| 主要市場與市佔 | 🇺🇸 美國 (52.2%) | 🇺🇸 美國 (48.8%) |
| 每月直接造訪 | 3.2萬 | 1297.97萬 |
| 使用者評分 | 4.4 | 4.6 |
| 支援平台 | 網站 | 網站 |
能自行回本的自主雲端成本最佳化平台
自主引擎每小時分析用量模式,購買最佳的預留執行個體、Savings Plans 與承諾折扣組合,並持續再平衡,在維持高折扣的同時降低長期鎖定風險。
以小時級粒度檢視多雲、Kubernetes、SaaS 與 AI 支出,並具備業務脈絡、預測、異常偵測與單位經濟分析。
將每小時 AI 支出分攤到具體模型、帳號、團隊、客戶與功能,涵蓋 Amazon Bedrock、OpenAI、Claude、Cursor 等,並提供 token 效率、模型選擇與快取最佳化建議。
即時追蹤有效節省率、承諾覆蓋率與已實現節省,並把告警與任務送到 Slack、Jira、Datadog、Snowflake 等工具。
為 AI 訓練、評估與研究提供高品質人類資料
依詳細的人口統計、職業與行為條件篩選參與者,觸達小眾或具代表性的樣本,而非泛泛的人群。
採集用於模型微調的人類偏好資料,執行安全性評估與紅隊測試,並透過回饋 API 把人工環節接入自動化流程。
注意力檢驗、誠實度篩查與審批流程,協助你在分析結果前剔除敷衍或欺詐性回答。
發布研究後能迅速開始收集回答,工具支援篩選條件、配額設定與縱向研究設計。

專項更強SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.
專項更強SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.

專項更強提供用於專業研究已驗證的 B2B 專業人士與醫療專家,但缺乏廣泛的一般大眾學術調查小組。

免費 / 開源Open-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.
免費 / 開源Open-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.

專項更強Windward is a Maritime AI™ platform that fuses multi-sensor maritime data with behavioral analytics to deliver mission-grade, all-source operational intelligence for defense, government, and commercial organizations.
專項更強Windward is a Maritime AI™ platform that fuses multi-sensor maritime data with behavioral analytics to deliver mission-grade, all-source operational intelligence for defense, government, and commercial organizations.
免費 / 開源把專業級投資組合工具交到你自己手中的 AI 財務顧問
專項更強SymphonyAI builds vertical AI applications, agents, and copilots that are tuned to specific industries rather than left generic. Its Eureka AI Platform provides predictive modeling, a low-code agent builder, and prompt-based app generation on top of an AI-ready data foundation, while its industrial IRIS Foundry platform supplies data connectors, a knowledge graph, and pre-built agents for the plant floor.
專項更強SymphonyAI builds vertical AI applications, agents, and copilots that are tuned to specific industries rather than left generic. Its Eureka AI Platform provides predictive modeling, a low-code agent builder, and prompt-based app generation on top of an AI-ready data foundation, while its industrial IRIS Foundry platform supplies data connectors, a knowledge graph, and pre-built agents for the plant floor.