# Scale vs Sieve Scale 每月有 616,915 次造訪，月增率 +12.5%，定價模式為需聯絡報價。Sieve 每月有 124 次造訪，成長率 +1.6%，定價模式為需聯絡報價。 | 指標 | [Scale](https://openaitools.app/tw/tool/scale) | [Sieve](https://openaitools.app/tw/tool/sieve) | | :--- | :--- | :--- | | 網站網址 | https://scale.com | https://www.sieve.ai | | 分類 | AI 開發者工具, Large Language Models (LLMs), AI 模型, AI Agent | AI API, AI 配音, AI 影片翻譯, AI 影片剪輯工具 | | 定價模式 | 需聯絡報價 | 需聯絡報價 | | 每月造訪次數 | 616,915 | 124 | | 月成長率 | +12.5% | +1.6% | | 主要市場 | 美國 | 全球 | | 直接造訪 | 191,408 | 54 | | 評論分數 | 4.7 | 4.1 | | 收藏數 | 3 | 0 | | 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. **價格與方案:** Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity. - **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. - **Domain expertise:** Programmes spanning healthcare, robotics, defence, public sector and enterprise with human oversight built in. **優勢:** Backed by a long track record in training data and model evaluation.; End-to-end coverage from data sourcing through to deployed systems.; Experienced with regulated, classified and safety-critical environments.; Benchmarks and leaderboards give an independent view of model capability. **限制:** No public pricing or self-serve signup - you need a sales conversation to get started.; Enterprise-scale contracting and data operations require real internal commitment.; Overkill for small teams with modest data or evaluation needs.; Some projects involve sensitive government and defence work with strict compliance overhead. [Profile (Markdown)](https://openaitools.app/tw/tool/scale.md) ## Sieve Sieve is a data lab that supplies multimodal video, audio and interaction datasets — egocentric demonstrations, multi-camera studio recordings, robotics evaluations and large-scale media — to frontier AI teams. **價格與方案:** No public price list. Sieve is positioned as a custom engagement led by a "Talk to us" / "Request data" contact flow, so commercial terms are scoped per project, data volume and capture complexity. Earlier self-serve API pricing is no longer published. - **Egocentric data capture:** First-person recordings of economically valuable physical work, paired with hand-pose, motion and synchronised sensor annotations. - **Studio and custom rig recordings:** Multi-camera video and audio collection with bespoke rigs and controlled environments built to a client's specification. - **Robotics evaluations:** Both simulated and real-world test suites that measure how well robot policies perform across tasks and conditions. - **Large-scale media infrastructure:** Petabyte-scale synchronised video and audio datasets, including published engineering work on embedding a billion videos for retrieval. - **Real-world reasoning datasets:** Datasets and benchmarks targeting motion, causality and spatial relationships for models that must reason about the physical world. **優勢:** Deep specialisation in hard-to-collect embodied and egocentric data; In-house research and infrastructure proven at billion-video scale; Offers evaluations alongside datasets, not just raw media; Works directly with frontier labs, which signals high data quality standards **限制:** Pricing is quote-based, so there is no self-serve cost transparency; Most offerings require an engagement rather than instant API signup; Documentation for the older video API suite is no longer reachable at the previous docs domain; Overkill for teams that only need a single simple video-processing endpoint [Profile (Markdown)](https://openaitools.app/tw/tool/sieve.md) ## 常見問題 ### Scale 與 Sieve 的每月流量相比如何？ Scale 每月有 616,915 次造訪，而 Sieve 有 124。流量估算反映受眾規模，並非產品品質。 ### 兩者的成長率相比如何？ Scale 的月增率為 +12.5%；Sieve 為 +1.6%。 ### 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. Sieve：需聯絡報價。No public price list. Sieve is positioned as a custom engagement led by a "Talk to us" / "Request data" contact flow, so commercial terms are scoped per project, data volume and capture complexity. Earlier self-serve API pricing is no longer published. ## 替代方案 | # | 工具名稱 | 每月造訪次數 | 月成長率 | 定價模式 | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Roboflow](https://openaitools.app/tw/tool/roboflow) | 1,431,204 | +6.6% | 免費增值、需聯絡報價 | 為實體世界建構、訓練並部署電腦視覺 | [.md](https://openaitools.app/tw/tool/roboflow.md) | | 2 | [ImageKit](https://openaitools.app/tw/tool/imagekit) | 947,721 | -13.7% | 免費增值、付費、需聯絡報價 | 即時圖片與影片 API、智慧 DAM 與創意自動化，一個平台搞定 | [.md](https://openaitools.app/tw/tool/imagekit.md) | | 3 | [Labelbox](https://openaitools.app/tw/tool/labelbox) | 762,803 | -22.8% | 需聯絡報價 | 專注於企業級資料標註與訓練資料整理，與 Scale 的核心標註業務類似。 | [.md](https://openaitools.app/tw/tool/labelbox.md) | | 4 | [SuperAnnotate](https://openaitools.app/tw/tool/super-annotate) | 386,034 | +37.4% | 免費試用、需聯絡報價 | 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 | [.md](https://openaitools.app/tw/tool/super-annotate.md) | | 5 | [AI or Not](https://openaitools.app/tw/tool/ai-or-not) | 375,863 | +12.3% | 免費增值、需聯絡報價 | 多模態 AI 偵測 API，辨識合成影像、文字、音訊、影片與深偽內容 | [.md](https://openaitools.app/tw/tool/ai-or-not.md) | | 6 | [Weights & Biases（CoreWeave Forge）](https://openaitools.app/tw/tool/prompts) | 315,624 | -80.2% | 免費增值、需聯絡報價、免費 | 在互聯環境中追蹤、評估並交付 AI 模型與代理。 | [.md](https://openaitools.app/tw/tool/prompts.md) | | 7 | [Arize AI](https://openaitools.app/tw/tool/arize-com) | 249,028 | +3.2% | 付費、需聯絡報價 | Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation. | [.md](https://openaitools.app/tw/tool/arize-com.md) | | 8 | [Encord](https://openaitools.app/tw/tool/encord-com) | 244,204 | +9.4% | 需聯絡報價 | 為電腦視覺與 physical AI 團隊而生的 multimodal 資料層 | [.md](https://openaitools.app/tw/tool/encord-com.md) | | 9 | [AI/ML API](https://openaitools.app/tw/tool/ai-ml-api) | 232,946 | -20.1% | Pay-as-you-go credits (free to start); enterprise custom pricing on request | 一個通用 API，串接 500+ AI 模型與 1,000+ 代理工具 | [.md](https://openaitools.app/tw/tool/ai-ml-api.md) | | 10 | [Memories.ai](https://openaitools.app/tw/tool/memories-ai) | 188,127 | -14.6% | 免費增值、需聯絡報價 | 面向具身智慧與機器人訓練的影片資料基礎設施 | [.md](https://openaitools.app/tw/tool/memories-ai.md) | --- 來源：https://openaitools.app/tw/compare/scale-vs-sieve More Markdown: [分類](https://openaitools.app/tw/categories.md) · [流量排名](https://openaitools.app/tw/rankings.md) · [llms.txt](https://openaitools.app/tw/llms.txt)