# UltiHash 依據 OpenAITools.app 於 2026-11-11 查驗的觀測資料，UltiHash（ultihash.io）是收錄於 AI 開發者工具的 AI 平台，每月產生 4910 次造訪，月流量變化量為 +1771（+56.4%）。其主要地理市場為美國（流量佔比 82.2%），並採用免費增值、付費、需聯絡報價定價模式。依每月流量計算的主要競爭替代方案包括 Ultralytics（每月 79.34萬次造訪），BasicAI Cloud（每月 2.17萬次造訪），ModelScope（每月 308.54萬次造訪）。 UltiHash is high-throughput, S3-compatible object storage engineered for AI workloads. It accelerates inference, training and RAG pipelines, cuts storage costs with binary-level deduplication, and deploys either as a managed serverless service or self-hosted on Kubernetes. ## 主要觀測資料與規格 | 指標 | 數值 | | :--- | :--- | | 工具名稱 | UltiHash | | 代稱 | ultihash | | Status | active | | Origin | independent | | Maintenance | active | | 官方網域 | ultihash.io | | 網站網址 | https://www.ultihash.io | | 分類 | AI 開發者工具, Large Language Models (LLMs), 資料分析 AI, AI 模型 | | 定價模式 | 免費增值、付費、需聯絡報價 | | 每月造訪次數 | 4,910 | | 月流量變化 | 1,771 | | 月成長率 | +56.4% | | 主要市場 | 美國 | | 市佔率 | 82.2% | | 直接造訪 | 1,952 | | 自然搜尋造訪 | — | | 社群造訪 | — | | 推薦流量造訪 | 483 | | 電子郵件造訪 | 145 | | 評論分數 | 4.4 | | 收藏數 | 0 | | 支援平台 | 網站 | | 帳務平台 | | | 屬性 | 功能: 網站; 價格: 免費增值; 價格: 付費; 價格: 需聯絡報價 | | 標籤 | 物件儲存, AI 儲存, 資料湖倉, Kubernetes, 相容 S3, 去重複, 無伺服器, 自架主機, 生成式 AI, 模型訓練, 資料分析, 雲端儲存, 地端儲存 | ## 總覽 UltiHash is high-throughput, S3-compatible object storage engineered for AI workloads. It accelerates inference, training and RAG pipelines, cuts storage costs with binary-level deduplication, and deploys either as a managed serverless service or self-hosted on Kubernetes. ## 價格與方案 UltiHash is freemium/paid with contact-based enterprise options. Serverless managed plans run roughly €0.10–€0.15/GB/month (Hetzner) or €0.19–€0.60/GB/month (AWS) depending on cluster size, each with a 7-day free trial. Self-hosted offers pay-as-you-go near $10.40/TiB/month and subscription near $7.20/TiB/month billed annually, plus a free test license up to 10 TiB and enterprise plans for 1 PiB+. ## 關鍵功能與能力 - **High-throughput performance:** Optimized throughput keeps GPUs and TPUs fed during training and inference so compute is not wasted on I/O bottlenecks. - **Cost-saving deduplication:** Binary-level deduplication detects duplicate byte strings and versions, lowering the total cost of ownership for large datasets. - **S3-compatible API:** Drop into existing pipelines without changing your stack, working with Parquet, Iceberg and standard S3 tools. - **Serverless or self-hosted:** Choose a managed serverless service hosted in EU Tier 1 datacenters, or deploy the Kubernetes-native Self-Hosted edition anywhere. - **Security and resilience:** Reed-Solomon erasure coding, policy-based access control, versioning, object locking, SOC 2 Type II and GDPR compliance. ## 主要使用情境 - **Generative AI and RAG storage (GenAI and RAG teams):** Serve prompts and embeddings with low-latency reads and stream large media into generation pipelines. - **Model training and checkpointing (ML platform engineers):** Keep GPUs fully utilized with parallel reads and write checkpoints without blocking active training. - **Data lakehouse consolidation (Data engineering teams):** Unify structured and unstructured data on one high-performance store and query Parquet and Iceberg faster. - **Computer vision and media pipelines (Industry AI teams):** Store the image, video, LiDAR and audio data behind computer vision, autonomous driving and speech systems. ## 優勢 - Purpose-built for high-throughput AI training, inference and RAG - Binary-level deduplication meaningfully lowers storage cost at scale - Flexible deployment: managed serverless or Kubernetes-native self-hosted - S3-compatible so it drops into existing pipelines - Strong security posture (SOC 2 Type II, GDPR, erasure coding) ## 限制 - Advanced features like erasure coding, IAM and monitoring require configuration effort - Serverless hosting is EU-focused, which may not fit every region - Self-hosted deployments still demand Kubernetes expertise - No permanent free tier — only a time-limited free trial ## 常見問題 ### What is UltiHash? UltiHash is fast, S3-compatible object storage purpose-built for AI data — model training, generative AI and RAG, and data lakehouse workloads. It focuses on high throughput and low storage cost. ### How does UltiHash reduce storage costs? It uses binary-level deduplication that detects duplicate byte strings and versions inside datasets, which can significantly reduce the storage you pay for on images, logs and model weights. ### Can I run UltiHash in my own infrastructure? Both. UltiHash Serverless is a managed, S3-compatible service hosted in Tier 1 EU datacenters, while UltiHash Self-Hosted is Kubernetes-native and can run in your cloud or on-premises for PB-scale workloads. ### How much does UltiHash cost? Serverless plans start with small clusters in the ballpark of €0.10–€0.60 per GB/month depending on size and provider, plus pay-as-you-go (~$10.40/TiB/month) and subscription (~$7.20/TiB/month annual) options for self-hosted. See the pricing page for exact current rates. ### Is UltiHash secure and compliant? Yes. UltiHash advertises SOC 2 Type II certification, GDPR compliance, Reed-Solomon erasure coding, policy-based access control, versioning and object locking, and it is made in Germany. ### UltiHash 的每月流量與成長趨勢為何？ UltiHash 目前每月有 4910 次造訪，月流量變化為 +1771（成長率 +56.4%）。其主要來源市場為美國（佔比 82.2%），其中包含每月 1952 次直接造訪與每月 — 次自然搜尋造訪。 ### UltiHash 是免費的嗎？其定價模式為何？ UltiHash 採用免費增值、付費、需聯絡報價定價模式。UltiHash is freemium/paid with contact-based enterprise options. Serverless managed plans run roughly €0.10–€0.15/GB/month (Hetzner) or €0.19–€0.60/GB/month (AWS) depending on cluster size, each with a 7-day free trial. Self-hosted offers pay-as-you-go near $10.40/TiB/month and subscription near $7.20/TiB/month billed annually, plus a free test license up to 10 TiB and enterprise plans for 1 PiB+. 支援的帳務與結帳平台包括：未列出。 ### 2026 年最佳的 UltiHash 替代方案有哪些？ 依據 OpenAITools.app 的分類流量與功能契合度，UltiHash 的前五大替代方案為：1. Ultralytics（每月 79.34萬次造訪）; 2. BasicAI Cloud（每月 2.17萬次造訪）; 3. ModelScope（每月 308.54萬次造訪）; 4. ClearML（每月 2.01萬次造訪）; 5. Weights & Biases（CoreWeave Forge）（每月 31.56萬次造訪）。 ### UltiHash 支援哪些平台與核心 AI 能力？ UltiHash 分類於 AI 開發者工具, Large Language Models (LLMs), 資料分析 AI, AI 模型，支援以下平台：網站，其核心能力標籤包括：物件儲存, AI 儲存, 資料湖倉, Kubernetes, 相容 S3, 去重複。 ## 替代方案 | 工具名稱 | 每月造訪次數 | 定價模式 | 比較 | | :--- | :--- | :--- | :--- | | [Ultralytics](https://openaitools.app/tw/tool/ultralytics) | 793,423 | 免費增值 | [比較](https://openaitools.app/tw/compare/ultihash-vs-ultralytics) | | [BasicAI Cloud](https://openaitools.app/tw/tool/basicai-cloud) | 21,670 | Freemium, Enterprise Quote | [比較](https://openaitools.app/tw/compare/basicai-cloud-vs-ultihash) | | [ModelScope](https://openaitools.app/tw/tool/modelscope-community) | 3,085,423 | 免費 | [比較](https://openaitools.app/tw/compare/modelscope-community-vs-ultihash) | | [ClearML](https://openaitools.app/tw/tool/clear-ml) | 20,123 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/clear-ml-vs-ultihash) | | [Weights & Biases（CoreWeave Forge）](https://openaitools.app/tw/tool/prompts) | 315,624 | 免費增值、需聯絡報價、免費 | [比較](https://openaitools.app/tw/compare/prompts-vs-ultihash) | | [Appen](https://openaitools.app/tw/tool/appen-com) | 665,840 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/appen-com-vs-ultihash) | | [Encord](https://openaitools.app/tw/tool/encord-com) | 244,204 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/encord-com-vs-ultihash) | | [Future AGI](https://openaitools.app/tw/tool/future-agi) | 121,741 | Freemium, Usage-based | [比較](https://openaitools.app/tw/compare/future-agi-vs-ultihash) | | [Airbyte](https://openaitools.app/tw/tool/airbyte) | 151,332 | 免費增值、免費試用、付費 | [比較](https://openaitools.app/tw/compare/airbyte-vs-ultihash) | | [CanIRun.ai](https://openaitools.app/tw/tool/canirun-ai) | 284,892 | 免費 | [比較](https://openaitools.app/tw/compare/canirun-ai-vs-ultihash) | | [Tinybird](https://openaitools.app/tw/tool/tinybird) | 85,443 | 免費增值 | [比較](https://openaitools.app/tw/compare/tinybird-vs-ultihash) | | [Graviti](https://openaitools.app/tw/tool/graviti-com) | 755 | 免費增值 | [比較](https://openaitools.app/tw/compare/graviti-com-vs-ultihash) | --- 來源：https://openaitools.app/tw/tool/ultihash